capstone project computer engineering

CS & ECE 189 Senior Capstone Projects

During the senior year, CE students are required to take the Senior Computer Systems Project courses also known as the Senior "Capstone" Project. This course helps satisfy CE Major Degree Requirements in the Senior Elective Study Plan.

The Capstone Project gives CE students the opportunity to put their education into practice. Students, working in small teams, design and engineer innovative hardware and software systems using techniques from robotics, distributed systems, circuit design, networking, and real-time systems to tackle problems and create a final "tangible" project.

Every year at the end of the final quarter the projects are presented at full-day, industry-supported events where student groups publicly present their projects and participate in a project demonstration and poster event.

Capstone Sr. Project Presentation Events

CS 189 Course & Projects

ECE 189 Course & Projects

Senior project courses.

Student groups design a significant computer-based project. Groups work independently with interaction among groups via interface specifications and informal meetings.

Computer Science 189A/B

Instructors: Profs. Chandra Krintz (CMPSC 189A) and Dahlia Malkhi (189B)

Throughout this two-course sequence, student teams engage in all aspects of an engineering problem including design, prototype, testing, deployment, and public demonstration. The course is based on a learn-by-doing approach in which teams employ cutting-edge software technologies, tools, and engineering practices to construct significant software applications and systems.

Unique to the UCSB CS Capstone is industry collaboration. Top companies from around the country partner with and mentor student teams. Industrial participants propose project ideas (that range from well-defined to wide open) from which student teams choose, as part of short, competitive “pitches”. The CS 189 senior project series culminates in a public project presentation and demonstration by each team at Summit CS in March.

Electrical and Computer Engineering 189A/B/C

Instructor: Dr. Yogananda Isukapalli (ECE 189A/B/C)

ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member, and projects are intended to be the culmination of the student's undergraduate education, incorporating both significant hardware and software components and, in some cases, mechanical components as well. CE Capstone Projects offer students real-world experience in the lifespan of developing an embedded system: identifying a problem, designing to required specifications, managing budgets and printed circuit board fabrication, and delivering their finished product on time.

CE capstone projects fall into several categories: (i) Student defined projects, in which students come up with the design idea on their own; (ii) Industry-sponsored projects, in which an industry partner specifies a design challenge of interest to their organization; (iii) Research group projects, in which a research group at UCSB poses a design challenge; (iv) Student project competitions, in which students enter as contestants in an organized competition.

ECE 189 senior projects will be showcased at the end of the Spring quarter at the ECE 189 Capstone Project poster session and resentation event.

ECE 189 Capstone 2024 Projects

Information about the ECE 189A/B/C Course

The event for ECE 189A/B/C was held on June 6 (Thu), 2024

Presentation Event Video

2024 Best Projects

1st Place – Homeflow ( Demo Video )
2nd Place – Chirality (Demo Video )
3rd Place – USV ( Demo Video )

Information about the CS 189A/B Course

The summit.cs event for CS 189A/B was held on March 15 (Fri), 2024 at Henley Hall

1st Place – Brandon and The Verilog Survivors / RealityReal (Appfolio): A platform for creating professional quality real estate videos in minutes
2nd Place – APPLE.PY (Artera): a smartphone Apple watch platform w/ easy to access info about alcohol safety
3rd Place – LOGOS (Veridise): the creation of a common Intermediate Representation (IR) for all frameworks
805.893.5615
[email protected]
Information
Terms of Use

Computer Engineering • College of Engineering • UC Santa Barbara 2024 © Regents of the University of California

55 Capstone Project Topics for Computer Engineering Diploma

In the realm of computer engineering, capstone projects mark the pinnacle of your educational journey, blending years of hard work and dedication into a single endeavor. They offer a unique chance to put your knowledge and skills into action, solving real-world challenges. Yet, the quest for the perfect capstone project idea can seem like a daunting maze. Fear not!

In this blog, we’ll be your guide, unveiling 55 captivating capstone project topics for computer engineering diploma students. Whether you’re a student seeking a spark of inspiration or an educator on the hunt for project gems, you’ve arrived at the right destination. Let’s embark on this exciting journey together!

If you ever need expert guidance or assistance with your project, don’t hesitate to check out our service to ensure your success!

What is a Computer Engineering Diploma?

Table of Contents

A Computer Engineering Diploma is a specialized educational program that equips students with practical knowledge and skills related to computer hardware, software, and systems. It focuses on teaching students how to design, build, and maintain computer systems, from microprocessors to software applications.

However, this diploma typically covers topics like programming, digital electronics, network fundamentals, and computer architecture. It’s a hands-on program that prepares students for careers in computer engineering, where they can work on developing and troubleshooting various computer technologies. In essence, it’s a pathway to becoming a skilled professional in the world of computers and technology.

How to Choose the Right Capstone Project Topics and How to Be Inspired?

Choosing the right capstone project topics for computer engineering diploma students and finding inspiration are essential steps in your academic journey. Here’s a simple guide to help you make the right choice:

1. Follow Your Passion

Start by considering your interests and passions within your field. Projects that genuinely excite you are more likely to keep you motivated throughout the process.

2. Identify a Problem

Look for real-world problems or challenges in your field of study. Your project can make a meaningful impact by addressing these issues.

3. Research

Dive into relevant literature, articles, and case studies. This will not only help you understand current trends but also spark ideas.

4. Consult Your Advisor

Your academic advisor can provide valuable insights and suggest project topics that align with your skills and goals.

5. Brainstorm

Take time to brainstorm ideas. Write down everything that comes to mind, even if it seems unconventional at first.

6. Consider Feasibility

Assess the resources, time, and equipment you’ll need for each project idea. Choose one that’s achievable within your constraints.

7. Seek Feedback

Discuss your ideas with peers, professors, or industry professionals. Their feedback can help refine your concept.

8. Think Interdisciplinary

Don’t be afraid to blend different fields or concepts. Interdisciplinary projects can be innovative and eye-catching.

9. Stay Updated

Stay current with the latest developments in your field. New technologies and trends can spark fresh ideas.

10. Stay Open-Minded

Inspiration can strike at any time. Keep an open mind, and be ready to adapt your project idea if something compelling comes along.

List of Best Capstone Project Topics for Computer Engineering Diploma

Discover some top and simple capstone project topics for computer engineering diploma students:

1. Predictive Maintenance for Manufacturing

In this project, you’ll create a system that uses data and algorithms to predict when machines in a manufacturing plant might break down. This helps prevent costly downtime and repairs by allowing timely maintenance.

2. Building a Mobile Banking App

You’ll develop a mobile app that enables users to perform banking tasks like checking balances, transferring money, and paying bills conveniently on their smartphones.

3. Designing a Secure IoT Network

This project involves building a secure network for Internet of Things (IoT) devices, ensuring safe communication for smart home appliances and other IoT gadgets.

4. Autonomous Robotic Arm for Industrial Applications

You’ll design a robot arm that can work independently in factories, handling tasks such as picking up and moving objects, improving automation and efficiency. However, this is one of the best capstone project topics for computer engineering diploma students.

5. Relational Database Optimization

This project focuses on enhancing the performance of databases used in applications, ensuring quick and efficient data retrieval and storage.

6. Natural Language Processing for Sentiment Analysis

You’ll develop a program that analyzes text to determine whether it’s positive, negative, or neutral, which is valuable for understanding public sentiment on social media and reviews.

7. Smart Home Automation System

In this project, you’ll create a system that allows homeowners to control lights, thermostats, and appliances remotely through a smartphone or voice commands, enhancing convenience and energy efficiency.

8. Machine Learning-Based Stock Price Prediction

Using machine learning algorithms, you’ll work on predicting stock prices, helping investors make informed decisions in the stock market. Moreover, it is one of the top capstone project topics for computer engineering diploma students.

9. Cybersecurity for Small Businesses

Your project will involve building a cybersecurity solution tailored for small businesses, protecting them from cyber threats and data breaches.

10. Voice-Controlled Virtual Assistant

Create a virtual assistant, similar to Siri or Alexa that responds to voice commands, making daily tasks more manageable through voice interaction.

11. Network Intrusion Detection System (IDS)

You’ll develop an IDS that monitors network traffic for suspicious activities, alerting administrators to potential security breaches.

12. Automated Home Garden

Automated Home Garden is one of the well-known capstone project topics for computer engineering diploma. Build an automated garden system that monitors soil moisture, controls irrigation, and provides real-time data and care instructions to home gardeners.

13. Gesture Recognition Interface

This project involves creating a system that recognizes hand gestures to control devices or applications, making human-computer interaction more intuitive.

14. Mobile Health Monitoring App

Develop an app that enables users to monitor their health, record vital signs, and receive health-related advice, promoting proactive healthcare.

15. Smart Traffic Management System

Design a traffic management system that uses sensors and AI to optimize traffic flow, reducing congestion and travel time in urban areas.

16. Cryptocurrency Wallet App

Create a secure and user-friendly mobile app for managing cryptocurrencies, allowing users to store, send, and receive digital currencies.

17. Voice-Based Language Translation

Build a real-time language translation system that translates spoken words from one language to another, facilitating communication between people who speak different languages.

18. 3D Printing Prototyping

Explore 3D printing technology to create rapid prototypes for various applications, from product design to medical devices. In addition, 3D printing prototyping is one of the interesting capstone project topics for computer engineering diploma students.

19. Augmented Reality (AR) Education App

Develop an educational app that uses AR to enhance learning experiences, allowing students to interact with virtual objects and information.

20. E-commerce Recommendation System

Build a recommendation system for e-commerce websites that suggests products to users based on their preferences and browsing history, improving the shopping experience.

Benefits of Using Capstone Project Topics for Computer Engineering Diploma Students

Here are some key benefits of using capstone projects for computer engineering diploma students:

Practical Application: Capstone projects provide an opportunity for computer engineering diploma students to apply their theoretical knowledge to real-world problems, enhancing their practical skills.
Skill Development : Students can develop a wide range of technical skills, including coding, hardware design, and software development, which are highly relevant to their future careers.
Problem Solving: Capstone projects challenge students to solve complex problems, improving their critical thinking and analytical abilities.
Collaboration: Working in teams on capstone projects fosters collaboration and communication skills, which are essential in the professional world.
Portfolio Building: Completed projects can be added to resumes or portfolios, increasing students’ chances of securing employment or further education.
Networking: Students can establish connections with industry professionals, potentially leading to job opportunities or mentorship.
Innovation: Capstone projects often encourage creativity and innovation, pushing students to explore new technologies and solutions.

In conclusion, capstone project topics for computer engineering diploma students present an exciting array of opportunities for computer engineering students. Whether your passion lies in machine learning , software development, network security, or any other facet of computer engineering, you’re bound to find an inspiring project idea here.

It’s essential to remember that a successful capstone project not only showcases your technical prowess but also addresses real-world issues. So, when selecting your project, choose one that truly ignites your curiosity and has the potential to create a positive impact. With dedication and enthusiasm, you can embark on a journey that not only enriches your knowledge but also contributes to the ever-evolving world of technology. Your capstone project is your chance to shine and make a meaningful mark in the field of computer engineering.

Science Fair Project Ideas For 6th Graders

When it comes to Science Fair Project Ideas For 6th Graders, the possibilities are endless! These projects not only help students develop essential skills, such…

Java Project Ideas for Beginners

Java is one of the most popular programming languages. It is used for many applications, from laptops to data centers, gaming consoles, scientific supercomputers, and…

The Capstone Experience

About capstones.

Capstone are senior-level project courses that allow you to solve a substantial problem with knowledge gained from many areas in computer science and engineering. Students work in teams to define a problem, develop a solution, produce and demonstrate an artifact that solves the problem, and present their work. Class time focuses on the project design and implementation, but it may also include lectures on the practical application of advanced topics. Interdisciplinary projects that require interaction with other departments are encouraged.

A Capstone course is not simply an advanced course in a particular sub-area, nor is it an unstructured project course. A Capstone is designed to be a culmination of your learning, and a chance to develop and express many skills at once: For example, technical expertise and communication ability.

Capstone Goals

Projects must be large enough to require teams of several students to work on over one quarter.
Students must apply concepts from more than one sub-area of CSE (at the 300-level and above).
The work must involve a substantial design effort.
Students must present their work using formal oral presentations and written reports.
Efforts must culminate in an interesting, working artifact.

Capstone Course List

Capstones 2024 - 2025, autumn 2024.

Taught by: Shwetak N. Patel
Prerequisites: Either EE 271 or CSE 369; either CSE 466, EE 472, or CSE 474/EE 474
Description: Capstone design experience. Prototype a substantial project mixing hardware, software, and communications. Focuses on embedded processors, programmable logic devices, and emerging platforms for the development of digital systems. Provides a comprehensive experience in specification, design, and management of contemporary embedded systems.
Taught by: Tim Althoff
Prerequisites: CSE 332 and CSE 312, and at least one of CSE 446, CSE 442, or CSE 344.
Description: This Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be limited lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question.

Winter 2025

Spring 2025, capstones 2023 - 2024.

Description: This Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be limited lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question. question.

Winter 2024

Taught by: Barbara Mones
Prerequisites: CSE 458; CSE 459
Description: Apply the knowledge gained in previous animation courses to produce a short animated film. Topics include scene planning, digital cinematography, creature and hard surface modeling, animatics and basics of character animation, and rendering techniques.
Taught by: ECE
Taught by: Zoran Popovic
Prerequisites: CSE 351, 332 and ideally one 400-level course
Description: TBA
Taught by: Amy Zhang
Prerequisites: None, but CSE 440 is strongly suggested
Description: In this capstone course, students will work in groups to apply software engineering and system design skills they have learned over their four years in computer science towards building a novel social computing system to address a social challenge. We will follow a human-centered design process for groups to ideate, prototype, test, implement, and showcase their novel system. Along the way, students will gain a broad understanding of the current major pressing issues and state of the art of knowledge in social computing, while taking a critical lens toward social computing systems they use every day. Along with the capstone project, we will have readings, group discussions, reflections, and guest speakers working in social computing.
Taught by: Maya Cakmak
Prerequisites: Senior standing in CSE or permission of the instructor
Description: The main goal of this course is to open up new career options in robotics for computer science and engineering students. To that end, the course will teach you the basics of robotics and give you implementation experience. You will learn to use libraries and tools within the most popular robot programming framework ROS (Robot Operating System). We will touch on robot motion, navigation, perception, planning, and interaction through mini-lectures, labs, and assignments, eventually integrating these components to create autonomous or semi-autonomous robotic functionalities. The project will give you team-work experience with large scale software integration and it will get you thinking about opportunities for using robots to address societal challenges.

Spring 2024

Taught by: Sheng Wang

Prerequisites: CSE 312; CSE 331; CSE 332

Description: Designs and implements a software tool or software analysis for an important problem in computational molecular biology.
Taught by: Yoshi Kohno
Prerequisites: CSE 484

Description: Student teams will be tasked with creating a computer security themed product. The work will progress from product conception to requirements to design to implementation to evaluation. Along the way, students will incorporate key computer security tools and practices, including threat modeling, penetration testing, and bug fixing. Examples include password managers, censorship resistance systems, and mobile payment systems.

Taught by: Ira Kemelmacher-Shlizerman

Prerequisites: CSE 332, and at least 1, CSE 400 level course recommended

Description: Virtual and Augmented reality are promising technologies that are certain to make an impact on the future of business and entertainment. In this capstone, students will work in small project teams to build applications and prototype systems using state of the art Virtual Reality (VR) and Augmented Reality (AR) technology. Seattle is a nexus of VR tech, with Oculus Research, Valve, Microsoft (hololens), Google (cardboard, jump), and teams in the area. We will be developing on the latest VR/AR headsets and platforms, and will bring in leading VR experts for lectures and to supervise student projects. Students will experience the end-to-end product cycle from design to deployment, and learn about VR/AR technology and applications. The capstone culminates in a highly anticipated demo day where the students demonstrate their creations to other students, faculty and industry luminaries. (See Video)
Taught by: Noah Smith
Prerequisites: 446 or 447 strongly recommended but not required
Description: This class will provide students with an intensive 10-week experience in successfully completing a challenging, well-scoped research project. Participants will work in small groups (approximately 3 people in each group) to hone their technical skills to quickly absorb and adapt new technical knowledge, gain experience in complex programming, perform thorough experiments and analysis, and learn how to find a path when faced with negative results.
Taught by: Simon Peter
Prerequisites: CSE 451
Description: This course is intended to give students a thorough understanding of design and implementation issues for modern operating systems. We will cover key design issues in implementing an operating system, such as memory management, inter-core synchronization, scheduling, protection, inter-process communication, device drivers, and file systems, paying particular attention to system designs that differ from the traditional monolithic arrangements of Unix/Linux and Windows.
Taught by: Rajesh Rao
Prerequisites: Senior standing in CSE or permission of the instructor.

Description: Design, build and present a prototype device or software tool that solves an important problem in neural engineering. Examples include interfaces based on combining AI with brain-, muscle-, and/or eye-tracking signals to control computers or robotic devices, virtual reality approaches to improving neural function, and machine learning-based software tools for analyzing large-scale neural data.

Taught by: Steve Tanimoto
Prerequisites: CSE 332 or instructor permission
Description: Each team analyzes a wicked problem and develops a game that stimulates player engagement with the problem and approaches to solving it. Tools and techniques include Python, large language models, multiplayer supports, problem-solving theory from AI, formulation frameworks, simulation models, iterative design, Scrum-based agile development, and playtesting.
Taught by: Richard Anderson
Prerequisites: CSE 332; CSE 351; either CSE 331 or CSE 352
Description: Students will work on a group project that makes use of Information and Communication Technologies (ICTs) to address global needs with an emphasis on developing countries. While ICTs are having an enormous impact on livelihoods worldwide, deployment environments vary dramatically based on available infrastructure and technologies accessible to people. Areas of projects could include: health information systems, data collection technologies, applications for basic mobile phones, user interface design for low literate populations, behavior change communication, voice based social networks, community cellular networks, open source projects for global good, low-cost smartphones, satellite image analysis or mobile financial services targeting domains including health, education, agriculture, finance, and livelihood.
5 credits (satisfies DIV requirement)

Capstones 2022 - 2023

Description: Data analysis is a central activity for scientific research and is increasingly a critical part of decision making in government and business. However, producing reliable data analysis outcomes is challenging since the decisions made throughout the analysis process can dramatically affect the eventual outcome. This Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be limited lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question. question.

Winter 2023

Taught by: ECE Department
Taught by: Haduong
Prerequisites: CSE 351, 332 and ideally one 400
Description: Coming soon...
Taught by: Roesner

Spring 2023

Taught by: Wang
Taught by: Zhang
Prerequisites: TBD
Taught by: Cakmak
Explain basics of robot navigation, perception, planning, interaction;
Enumerate challenging problems in robotics;
Use important tools in ROS, contribute to ROS, find available packages in ROS;
Operate a robot platform using ROS tools;
Articulate the importance of interface design and robustness of functionalities in robotics.
Taught by: N. Smith
Prerequisites: none listed
Taught by: S. Peter
Taught by: Shyam Gollakota
Prerequisites: None
Description: Create cool and interesting projects where you get to use various mobile systems and networking technologies. The capstone will include background material on Android programming, networking as well as how various sensors like GPS, IMU, acoustic work to enable tracking, localization, augmented reality and ranging applications. This class will provide students with an intensive 10-week experience in successfully completing an intellectually-exciting project in mobile systems and networking. Participants will work in small groups to learn new technical skills to quickly absorb and adapt new technical knowledge, gain experience in mobile programming and networking, implement their ideas on mobile devices and perform thorough experiments and analysis. Other than programming, no prerequisites are required.
Taught by: R. Anderson
Description: Students will work on group project that use of Information and Communication Technologies (ICTs) to address global needs with an emphasis on developing countries. While ICTs are having an enormous impact on livelihoods worldwide, deployment environments vary dramatically based on available infrastructure and technologies accessible to people. Areas of projects could include: health information systems, data collection technologies, applications for basic mobile phones, user interface design for low literate populations, behavior change communication, voice based social networks, community cellular networks, open source projects for global good, low-cost smartphones, satellite image analysis or mobile financial services targeting domains including health, education, agriculture, finance, and livelihood.

Capstones 2021 - 2022

Taught by: Patel,Shwetak N.
Taught by: Althoff
Description: Student teams design and implement a software project involving multiple areas of the CSE curriculum. Course emphasizes the development process, rather than the product.
Taught by: Heimerl
Prerequisites: Recommended: HCI (440) or Operating Systems (451) or Networks (461)
Description: Public Interest Technology Capstone Experience. Develop tools and technologies in partnership with communities around Seattle and Tacoma that assist in small organizations running Internet access networks. Focus on core network development as well as HCI and user-facing systems. Provides a comprehensive experience designing, building, and deploying technology in the real world with the goal of doing social good.

Winter 2022

Taught by: E.E.
Description: coming soon...
Taught by: Anderson, Richard
Prerequisites: CSE 351 and 332

Spring 2022

Taught by: Kohno
Taught by: Popovic
Taught by: Reinecke
Description: Students will work in groups of three or four on a single project that parallels the experience of delivering an interactive prototype within a company or with a customer. Students are expected to already possess knowledge of appropriate HCI methods, and will focus on independently applying those methods in the context of your project. There will therefore be little lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end product cycle from design to deployment.
(1) an ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics
(2) an ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, , and economic factors
(3) an ability to communicate effectively with a range of audiences
(4) an ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts
(5) an ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives
(6) an ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions
(7) an ability to acquire and apply new knowledge as needed, using appropriate learning strategies
Description: Students work in substantial teams to design, implement, and release a software project involving multiple areas of the CSE curriculum. Emphasis is placed on the development process itself, rather than on the product. Teams are expected to develop a work plan, and to track and document their progress against it.

Capstones 2020 - 2021

CSE/EE 475: Embedded Systems (Taught by CSE) - Bruce Hemingway

Prereq: CSE 369 and 474

CSE 481DS: Data Science Capstone - Tim Althoff

Pre-req: CSE 332, 312 and one of (446, 442, 344)

Description: Data analysis is a central activity for scientific research and is increasingly a critical part of decision making in government and business. However, producing reliable data analysis outcomes is challenging since the decisions made throughout the analysis process can dramatically affect the eventual outcome. The Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of three or four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be little lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question. CSE students should have completed CSE 332 and CSE 312, and at least one of CSE 446, CSE 442, or CSE 344. There are no other requirements for participating in this capstone class.

Winter 2021

CSE 460: Animation Capstone - Barbara Mones (Note: requires application and admission in summer)

CSE/EE 475: Embedded Systems Capstone - ECE Faculty

CSE 481i: Sound and Media Capstone - Bruce Hemingway

Pre-req: CSE 351, 332 and ideally one 400

Description: This capstone will build projects utilizing computer audio and video techniques for human interfacing, sound and video recording and playback, encoding and decoding, synchronization, sound synthesis, recognition, and analysis/resynthesis. Projects may contain any types of media. Students will work in teams to design, implement, and release a software project utilizing some of the techniques such as those in the links below.

We have two Oculus-VR development kits , two Tobii EyeX Eye-tracking Controllers , and 15 Leap Motion controllers for use in building musical/audio/media interfaces. We also have three Nvidia Jetson TX1 Developer Kit s for high-performance Deep Neural Network learning and computer vision.

CSE 481 S: Security Capstone - Kohno

Prereq: CSE 484 (CE students graduating in fall who have not completed 484, please send email asap to [email protected] )

CSE 482: Accessibility Capstone - Anat Caspi

Prereq: (recommended) CSE 490 D, (recommended) CSE440

Notes: This course has a DIV designation and fulfills the diversity requirement

Description: Accessibility is quickly emerging as a leading consideration for product design and engineering. Disability is part of the human condition – almost everyone will be temporarily or permanently impaired at some point in life, and those who survive to old age will experience increasing difficulties. Disability is complex and heterogeneous, and the technological interventions to accommodate different abilities are wide ranging and vary with context. Many familiar technologies like voice recognition, text-to-speech, and gaze detection were initially engineered to assist people with disabilities gain more access and increase participation in daily life. Students will work in interdisciplinary project teams that include community members with expertise on project needs. Groups will follow participatory design practices and apply design and engineering skills to create technology solutions that increase independence and improve quality of life for people of all abilities. Teams will complete one end-to-end product iteration cycle: ideation, design, specification refinement, prototype and usability testing

Spring 2021

CSE 428 A: Computational Biology Capstone

Description: Designs and implements a software tool or software analysis for an important problem in computational molecular biology.

CSE/EE 475 A: Embedded Systems Capstone - ECE Faculty

CSE 481 C: Neural Engineering Capstone - Rajesh Rao

Prerequisites: (Recommended) CSE 490N, (Recommended) CSE 446 or CSE 473

CSE 481 D: Games Capstone - Zoran Popovic

CSE 481 H: HCI Capstone - Reinecke

Students will work in groups of three or four on a single project that parallels the experience of delivering an interactive prototype within a company or with a customer. Students are expected to already possess knowledge of appropriate HCI methods, and will focus on independently applying those methods in the context of your project. There will therefore be little lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end product cycle from design to deployment.
CSE 481 N: Natural Language Processing Capstone - Noah Smith
Prereq: CSE 447, CSE446 (ML) is recommended
Description : Algorithms that deal with text or speech, either as inputs as outputs, are increasingly part of our everyday lives. Systems that translate accurately between languages, read many documents and summarize or answer questions about them, and even hold conversations with us, are on the horizon. Successfully designing and implementing such systems requires understanding and integration of ideas from linguistics, statistics, and computation, and testing them rigorously requires a strong grasp of experimental methodology. This capstone course gives hands-on experience with selecting a natural language processing problem and with crafting and evaluating a solution.

CSE 481 V : Virtual and Augmented Reality - Ira Kemelmacher-Shlizerman

Description: Virtual and Augmented reality are promising technologies that are certain to make an impact on the future of business and entertainment. In this capstone, students will work in small project teams to build applications and prototype systems using state of the art Virtual Reality (VR) and Augmented Reality (AR) technology. Seattle is a nexus of VR tech, with Oculus Research, Valve, Microsoft (hololens), Google (cardboard, jump), and teams in the area. We will be developing on the latest VR/AR headsets and platforms, and will bring in leading VR experts for lectures and to supervise student projects. Students will experience the end-to-end product cycle from design to deployment, and learn about VR/AR technology and applications. The capstone culminates in a highly anticipated demo day where the students demonstrate their creations to other students, faculty and industry luminaries. ( See Video )

CSE 482 K: Technology for Resource Constrained Environments - Richard Anderson
Prereqs: CSE 351 and 332
Description: Students will work on group project that use of Information and Communication Technologies (ICTs) to address global needs with an emphasis on developing countries. While ICTs are having an enormous impact on livelihoods worldwide, deployment environments vary dramatically based on available infrastructure and technologies accessible to people. Areas of projects could include: health information systems, data collection technologies, applications for basic mobile phones, user interface design for low literate populations, behavior change communication, voice based social networks, community cellular networks, open source projects for global good, low-cost smartphones, satellite image analysis or mobile financial services targeting domains including health, education, agriculture, finance, and livelihood.

129+ Best Capstone Project Ideas for Computer Engineering

Explore exciting capstone project ideas for computer engineering in AI, cybersecurity, and app development. These projects will help you apply your skills and kickstart your career.

Choosing the right project is essential. It lets you put your knowledge into action and make a real impact. Check out these ideas to find a project that’s both fun and challenging for your future career.

Table of Contents

Capstone Project Ideas for Computer Engineering PDF

Importance of a strong capstone project.

Check out the importance of a strong capstone project:-

Real-World Practice

Apply Knowledge: Use what you’ve learned in real situations.
Hands-On Work: Get practical experience.

Skill Growth

Solve Problems: Learn to tackle challenges.
Manage Projects: Practice planning and leading.
Work with Others: Improve teamwork skills.

Portfolio Boost

Show Your Work: Add a strong project example to your resume.
Show Success: Highlight what you’ve achieved.

Personal Challenge

Be Creative: Find new solutions.
Think Critically: Improve problem-solving skills.
Meet Professionals: Connect with industry experts.
Learn from the Field: Get real-world insights.

What is a capstone project in computer engineering?

A capstone project in computer engineering is a final assignment where you apply your skills to a real-world problem. Here’s what it involves:

Practical Application

Real Tasks: Work on projects like software, hardware, or systems.
Industry Focus: Solve problems that are relevant to current trends.

Integration of Skills

Programming: Use coding skills in languages like Python or Java.
System Design: Apply knowledge of how systems are built and work.
Problem-Solving: Solve complex issues using engineering methods.

Problem-Solving

Specific Problems: Work on clear challenges, like improving security or creating an IoT device.
Research: Study the problem thoroughly to find effective solutions.

Project Work

Solo or Team: Work alone or with others.
Project Steps: Include planning, design, building, testing, and documenting.
Presentation: Show your project to professors or industry experts.
Grading: Reviewed and graded based on quality and creativity.
Feedback: Get feedback to improve your project and skills.
Graduation Requirement: Often counts towards your final grade or graduation.

Capstone Project Ideas for Computer Enginneering

Check out capstone project ideas for computer engineering:-

Software Development

Personal budget tracker.

Purpose : Track income and expenses.
Tools : Budget management libraries.
Features : Expense tracking, budget reports.

Simple To-Do List App

Purpose : Organize tasks.
Tools : Task management libraries.
Features : Task adding, due dates.

Weather App

Purpose : Check weather forecasts.
Tools : Weather APIs.
Features : Current weather, forecasts.

Expense Splitter

Purpose : Split costs among friends.
Tools : Calculation algorithms.
Features : Cost splitting, expense summaries.

Password Manager

Purpose : Store passwords securely.
Tools : Encryption libraries.
Features : Password storage, auto-fill.

Recipe Organizer

Purpose : Save and search recipes.
Tools : Recipe databases.
Features : Recipe search, ingredient lists.

Fitness Tracker

Purpose : Track workouts.
Tools : Activity tracking APIs.
Features : Workout logging, progress charts.

Event Reminder

Purpose : Set and manage reminders.
Tools : Calendar APIs.
Features : Reminders, notifications.

Simple Chat App

Purpose : Send and receive messages.
Tools : Messaging libraries.
Features : Text messaging, contact list.

Expense Tracker App

Purpose : Monitor personal expenses.
Tools : Financial APIs.
Features : Expense tracking, budget analysis.

Embedded Systems

Temperature logger.

Purpose : Record temperature data.
Tools : Temperature sensors.
Features : Data logging, temperature alerts.

Home Automation System

Purpose : Control home devices.
Tools : Microcontrollers, sensors.
Features : Device control, automation rules.

Simple Weather Station

Purpose : Measure and display weather.
Tools : Weather sensors.
Features : Weather data collection, display.

Smart Light Controller

Purpose : Manage lighting remotely.
Tools : Microcontrollers, light sensors.
Features : Remote control, lighting schedules.

Motion Detector

Purpose : Detect movement.
Tools : Motion sensors.
Features : Motion alerts, activity logging.

Automated Plant Waterer

Purpose : Water plants automatically.
Tools : Soil moisture sensors.
Features : Moisture detection, watering schedule.

Simple Alarm System

Purpose : Alert for security breaches.
Tools : Alarm sensors, microcontrollers.
Features : Security alerts, sensor monitoring.

Smart Doorbell

Purpose : Notify when someone is at the door.
Tools : Camera module, microcontroller.
Features : Video capture, doorbell notifications.

Basic Thermostat

Purpose : Control home temperature.
Tools : Temperature sensors, controllers.
Features : Temperature adjustment, scheduling.

Smart Fan Controller

Purpose : Control fan speed automatically.
Tools : Fan motors, temperature sensors.
Features : Speed control, temperature-based operation.

Web Development

Portfolio website.

Purpose : Showcase personal projects.
Tools : HTML, CSS, JavaScript.
Features : Project gallery, contact form.

Blog Platform

Purpose : Publish and manage blog posts.
Tools : Web development frameworks.
Features : Post creation, comment system.

Online Quiz App

Purpose : Create and take quizzes.
Tools : Web APIs, databases.
Features : Quiz creation, result tracking.

Simple E-Commerce Site

Purpose : Sell products online.
Tools : Web development libraries.
Features : Product listing, shopping cart.

Recipe Sharing Website

Purpose : Share and find recipes.
Tools : Web frameworks, databases.
Features : Recipe upload, search.
Purpose : Post and find job listings.
Tools : Job listing APIs.
Features : Job posting, search filters.

Event Management Site

Purpose : Organize and manage events.
Tools : Event management tools.
Features : Event creation, registration.

Simple Forum

Purpose : Discuss topics in threads.
Tools : Forum software, databases.
Features : Thread creation, user discussions.

Photo Gallery

Purpose : Display and share photos.
Tools : Image hosting services.
Features : Photo upload, gallery view.

Task Management App

Purpose : Track and manage tasks.
Features : Task creation, progress tracking.

Network Engineering

Local chat application.

Purpose : Chat over a local network.
Tools : Networking protocols.
Features : Messaging, user lists.

Network Scanner

Purpose : Scan and identify devices on a network.
Tools : Network scanning tools.
Features : Device discovery, network map.

File Transfer System

Purpose : Send files over a network.
Tools : File transfer protocols.
Features : File sending, receiving.

Wi-Fi Strength Meter

Purpose : Measure Wi-Fi signal strength.
Tools : Signal measurement tools.
Features : Signal strength reporting.
Purpose : Make voice calls over the internet.
Tools : VoIP protocols.
Features : Voice calling, contact management.

Speed Test Tool

Purpose : Test internet speed.
Tools : Speed testing tools.
Features : Speed measurement, performance metrics.

VPN Service

Purpose : Secure internet browsing.
Tools : VPN protocols.
Features : Secure browsing, IP masking.

Network Monitor

Purpose : Monitor and manage network devices.
Tools : Network monitoring tools.
Features : Device tracking, network performance.

File Compression Tool

Purpose : Reduce file sizes.
Tools : Compression algorithms.
Features : File compression, decompression.

Local File Sharing

Purpose : Share files on a local network.
Tools : File sharing protocols.
Features : File sharing, access control.

Line-Following Robot

Purpose : Follow a line on the ground.
Tools : Line sensors, motors.
Features : Line detection, movement control.

Remote-Controlled Car

Purpose : Control a car with a phone.
Tools : Remote control system.
Features : Remote driving, steering.

Obstacle-Avoiding Robot

Purpose : Avoid obstacles while moving.
Tools : Ultrasonic sensors.
Features : Obstacle detection, navigation.

Basic Drone

Purpose : Fly a simple drone.
Tools : Drone parts.
Features : Basic flying, maneuvering.
Features : Moisture detection, watering.

Sorting Robot

Purpose : Sort objects by color or size.
Tools : Sorting mechanisms.
Features : Object detection, sorting.

Security Robot

Purpose : Patrol and monitor for security.
Tools : Cameras, sensors.
Features : Patrolling, security alerts.

Voice-Controlled Robot

Purpose : Respond to voice commands.
Tools : Voice recognition.
Features : Voice control, actions.

Gesture-Controlled Robot

Purpose : Move based on hand gestures.
Tools : Gesture recognition sensors.
Features : Gesture detection, movement.

Delivery Robot

Purpose : Deliver items from one place to another.
Tools : Navigation system.
Features : Path planning, delivery.

Data Science

Data dashboard.

Purpose : Visualize data insights.
Tools : Dashboard tools.
Features : Data visualization, reporting.

Sentiment Analysis Tool

Purpose : Analyze text sentiment.
Tools : Sentiment analysis libraries.
Features : Sentiment scoring, text analysis.

Stock Price Predictor

Purpose : Predict stock prices.
Tools : Machine learning algorithms.
Features : Price predictions, trend analysis.

Recommendation System

Purpose : Suggest products based on user preferences.
Tools : Recommendation algorithms.
Features : Product recommendations, user profiles.

Customer Segmentation

Purpose : Group customers by behavior.
Tools : Clustering algorithms.
Features : Customer groups, behavior analysis.

Spam Filter

Purpose : Identify and filter spam emails.
Tools : Email filtering algorithms.
Features : Spam detection, email classification.

Sales Forecasting

Purpose : Predict future sales trends.
Tools : Forecasting models.
Features : Sales predictions, trend analysis.

Data Cleaning Tool

Purpose : Clean and organize data.
Tools : Data cleaning libraries.
Features : Data normalization, error correction.

Text Classification

Purpose : Categorize text into classes.
Tools : Text classification algorithms.
Features : Text categorization, class labels.

Anomaly Detection

Purpose : Identify unusual patterns in data.
Tools : Anomaly detection algorithms.
Features : Outlier detection, data analysis.

Artificial Intelligence

Purpose : Simulate conversation with users.
Tools : Chatbot frameworks.
Features : Conversation simulation, response generation.

Image Classifier

Purpose : Identify objects in images.
Tools : Image recognition algorithms.
Features : Object classification, image tagging.

Voice Recognition System

Purpose : Convert speech to text.
Tools : Voice recognition APIs.
Features : Speech-to-text conversion, command recognition.

Recommendation Engine

Purpose : Suggest items based on user data.
Tools : Machine learning models.
Features : Item recommendations, user preferences.
Purpose : Analyze emotions in text.
Features : Emotion detection, text analysis.

Self-Driving Car Simulation

Purpose : Simulate autonomous vehicle navigation.
Tools : Simulation software.
Features : Path planning, obstacle avoidance.

AI-Powered Game Opponent

Purpose : Create an intelligent game opponent.
Tools : Game AI algorithms.
Features : Strategic gameplay, adaptive behavior.

Facial Recognition System

Purpose : Identify individuals by their faces.
Tools : Facial recognition APIs.
Features : Face detection, identification.

Speech Synthesis

Purpose : Convert text into spoken voice.
Tools : Speech synthesis tools.
Features : Text-to-speech conversion, voice modulation.

Language Translation

Purpose : Translate text between languages.
Tools : Translation algorithms.
Features : Language conversion, text translation.

Internet of Things (IoT)

Smart home controller.

Purpose : Control home devices from a phone.
Tools : IoT platforms.
Features : Device management, remote control.

Smart Thermostat

Purpose : Control home temperature automatically.
Tools : Temperature sensors, IoT controllers.
Purpose : Monitor health metrics.
Tools : IoT health sensors.
Features : Activity tracking, health data.

Smart Lighting System

Purpose : Automate home lighting.
Tools : IoT lighting controls.

Connected Doorbell

Purpose : See who is at the door remotely.
Tools : IoT camera, doorbell system.
Features : Video feed, remote notifications.

Smart Garden System

Purpose : Monitor and water plants.
Tools : Soil sensors, IoT controllers.
Features : Moisture detection, automated watering.

Smart Parking System

Purpose : Find and reserve parking spaces.
Tools : Parking sensors, IoT integration.
Features : Space availability, reservation.

Home Security System

Purpose : Monitor home security.
Tools : IoT sensors, cameras.
Features : Intrusion detection, remote alerts.

Health Monitoring Device

Purpose : Track health metrics like heart rate.
Tools : Health sensors, IoT data analysis.
Features : Health tracking, alerts.

Smart Watering System

Purpose : Automatically water plants based on soil moisture.
Features : Automated watering, moisture monitoring.

Human-Computer Interaction

Voice-controlled assistant.

Purpose : Control devices with voice commands.
Features : Voice commands, response system.

Gesture-Based Interface

Purpose : Control applications using hand gestures.
Tools : Gesture recognition technology.
Features : Gesture detection, control functions.
Purpose : Manage home devices with a single app.
Tools : IoT integration, app design.
Features : Device management, user preferences.

Virtual Keyboard

Purpose : Create an on-screen keyboard.
Tools : Touchscreen interfaces.
Features : On-screen typing, customization options.

Interactive Kiosk

Purpose : Provide information via a touch screen.
Tools : Touchscreen technology.
Features : Interactive display, information access.

Augmented Reality Navigation

Purpose : Improve navigation with AR.
Tools : AR technology, GPS.
Features : Real-time directions, interactive maps.

Adaptive User Interface

Purpose : Change UI based on user needs.
Tools : Responsive design techniques.
Features : Dynamic layout, personalized content.

Haptic Feedback Device

Purpose : Provide tactile feedback during interactions.
Tools : Haptic technology.
Features : Vibration feedback, interaction cues.

Emotion Recognition System

Purpose : Detect and respond to user emotions.
Tools : Emotion recognition algorithms.
Features : Emotion detection, adaptive responses.

Assistive Technology

Purpose : Aid users with disabilities.
Tools : Accessibility features.
Features : Voice commands, adaptive interfaces.

Cloud Computing

Cloud storage solution.

Purpose : Store and access files online.
Tools : Cloud storage services.
Features : File upload, access from anywhere.

Web Hosting Platform

Purpose : Host websites on the cloud.
Tools : Cloud hosting services.
Features : Website deployment, scalability.

Serverless Application

Purpose : Run applications without managing servers.
Tools : Serverless frameworks.
Features : Event-driven functions, cloud execution.

Cloud-Based Analytics

Purpose : Analyze data with cloud resources.
Tools : Cloud analytics platforms.
Features : Data analysis, reporting.

API Gateway

Purpose : Manage API requests and security.
Tools : API management services.
Features : Request routing, security.

Cloud Backup System

Purpose : Backup data to the cloud.
Tools : Backup services.
Features : Data backup, recovery.

Virtual Machine Management

Purpose : Manage virtual machines on the cloud.
Tools : Virtualization platforms.
Features : VM creation, resource allocation.

Cloud Collaboration Tool

Purpose : Collaborate on documents online.
Tools : Collaboration platforms.
Features : Document sharing, real-time editing.

Scalable Web Application

Purpose : Build a web app that scales with traffic.
Tools : Cloud services, scalability features.
Features : Load balancing, auto-scaling.

Cloud-Based AI Service

Purpose : Access AI tools on the cloud.
Tools : Cloud AI services.
Features : AI model deployment, data processing.

Cybersecurity

Password strength checker.

Purpose : Evaluate password strength.
Tools : Security algorithms.
Features : Strength assessment, password tips.

Network Intrusion Detection System

Purpose : Detect unauthorized network access.
Tools : Intrusion detection tools.
Features : Threat detection, alerts.

Two-Factor Authentication System

Purpose : Add an extra layer of security.
Tools : Authentication APIs.
Features : 2FA setup, security codes.

Phishing Detection Tool

Purpose : Identify phishing attempts.
Tools : Detection algorithms.
Features : Email analysis, phishing alerts.

Firewall System

Purpose : Protect network from unauthorized access.
Tools : Firewall configurations.
Features : Traffic filtering, security rules.

Malware Scanner

Purpose : Detect and remove malware.
Tools : Antivirus software.
Features : Malware scanning, removal.

Secure File Sharing

Purpose : Share files securely.
Tools : Encryption tools.
Features : File encryption, secure transfer.

Encryption Tool

Purpose : Encrypt sensitive data.
Tools : Encryption algorithms.
Features : Data encryption, decryption.

Vulnerability Scanner

Purpose : Identify security weaknesses.
Tools : Scanning tools.
Features : Vulnerability detection, reporting.

Incident Response System

Purpose : Manage security incidents.
Tools : Response tools.
Features : Incident logging, response plans.

Game Development

2d platformer game.

Purpose : Create a simple 2D game.
Tools : Game development engines.
Features : Level design, player controls.

Puzzle Game

Purpose : Develop a logic-based game.
Tools : Game design tools.
Features : Puzzle levels, scoring system.

Text Adventure Game

Purpose : Create an interactive story game.
Tools : Text-based game engines.
Features : Story choices, branching paths.
Purpose : Develop a basic role-playing game.
Tools : RPG game frameworks.
Features : Character progression, quests.

Endless Runner Game

Purpose : Build an endless runner game.
Tools : Game development libraries.
Features : Endless gameplay, obstacles.
Purpose : Create a maze-solving game.
Tools : Maze generation algorithms.
Features : Maze creation, player movement.
Purpose : Develop a digital card game.
Tools : Card game engines.
Features : Card mechanics, multiplayer.

Space Shooter

Purpose : Create a space-themed shooter game.
Features : Shooting mechanics, space levels.

Simulation Game

Purpose : Develop a game that simulates real-world activities.
Tools : Simulation tools.
Features : Realistic mechanics, player interaction.

Educational Game

Purpose : Design a game with educational value.
Tools : Educational game frameworks.
Features : Learning objectives, engaging gameplay.

Augmented Reality (AR)

Ar navigation app.

Purpose : Provide directions using AR.
Tools : AR development platforms.
Features : Real-time navigation, AR overlays.

AR Furniture App

Purpose : Visualize furniture in a room.
Tools : AR tools.
Features : Furniture placement, room visualization.

AR Educational Tool

Purpose : Enhance learning with AR.
Tools : AR educational platforms.
Features : Interactive lessons, AR content.

AR Gaming App

Purpose : Create an AR-based game.
Tools : AR game engines.
Features : AR gameplay, interactive elements.

AR Art Gallery

Purpose : View art in AR.
Tools : AR visualization tools.
Features : Art display, interactive features.

AR Fitness App

Purpose : Provide fitness guidance using AR.
Tools : AR fitness platforms.
Features : Workout visualization, exercise guidance.

AR Shopping Experience

Purpose : Enhance online shopping with AR.
Tools : AR shopping tools.
Features : Product visualization, virtual try-on.

AR Repair Guide

Purpose : Provide repair instructions using AR.
Tools : AR instructional tools.
Features : Step-by-step guides, AR overlays.

AR Event Experience

Purpose : Enhance events with AR.
Tools : AR event tools.
Features : Event enhancements, interactive content.

AR Travel App

Purpose : Provide travel information in AR.
Tools : AR travel platforms.
Features : Location information, AR guides.

Importance of Capstone Projects in Computer Engineering

Capstone projects in computer engineering are important because:

Real-World Experience

Apply Skills: Solve real problems.
Job-Like Tasks: Work on projects similar to those in the industry.

Skill Development

Improve Skills: Get better at coding and design.
Manage Projects: Learn to plan and run a project.
Teamwork: Work well with others.

Career Preparation

Build Your Portfolio: Create something to show future employers.
Get Ready for Work: Gain useful job experience.

Problem Solving

Find Solutions: Solve complex issues creatively.
Think Critically: Strengthen problem-solving skills.

Networking Opportunities

Meet Experts: Connect with professionals.
Learn Trends: Discover current industry practices.

Key factors to consider when choosing a capstone project

When choosing a capstone project, consider:

Enjoyment: Pick something you like.
Career Fit: Choose a project related to your future job.
Current Skills: Match the project to what you know.
Learning: Find a project that helps you learn.

Project Size

Feasibility: Make sure it’s doable.
Challenge: Pick something that’s challenging but possible.
Tools: Check if you have what you need.
Help: Ensure you have support.
Trends: Choose a project that’s up-to-date.
Impact: Pick something that solves a real problem.

Tips for Choosing a Capstone Project

Here are some tips for choosing a capstone project:

Follow Your Interests

Choose What You Like: Pick a topic you’re excited about.
Career Fit: Make sure it helps with your future job.

Check Your Skills

Match Your Skills: Pick a project that fits what you know.
Learn New Things: Find something that challenges you.

Consider Time and Size

Doable: Make sure it’s possible to complete on time.
Set Goals: Choose a project with clear and realistic goals.

Check Resources

Tools: Ensure you have what you need.
Support: Look for projects where you can get help if needed.

Aim for Impact

Solve Problems: Pick a project that addresses real issues.
Stay Relevant: Choose something that fits current trends.

Examples of Successful Capstone Projects

Here are some examples of successful capstone projects:

AI and Machine Learning

Stock Predictor: A tool that forecasts stock prices.
Chatbot: An AI that helps with customer questions.
Vulnerability Scanner: A tool that finds security issues in websites.
Security App: An app that teaches online safety tips.

App Development

Health App: Tracks fitness and health data.
Task App: Helps manage and organize tasks.

Software Engineering

Project Manager: A tool for tracking and managing projects.
Online Store: A website for shopping with payment options.
Smart Home: Controls home features like lights and security from a phone.
IoT Device: Monitors and controls environmental conditions.

Resources for Further Research And Development

Here are some simple resources for further research and development:

Online Courses

Coursera: Learn about tech topics online.
edX: Free and paid courses from universities.
Udacity: Tech skills and certifications.

Books and Journals

Google Scholar: Find academic papers.
IEEE Xplore: Access engineering research.
Books: Check Amazon or your library.

Forums and Communities

Stack Overflow: Ask and answer tech questions.
Reddit: Join tech discussions in relevant subreddits.
GitHub : Explore and contribute to coding projects.

Conferences and Workshops

Tech Conferences: Attend events for the latest trends.
Workshops: Get hands-on experience.

Blogs and Websites

Medium: Read tech articles and tutorials.
KDnuggets: Data science and AI news.
TechCrunch: Latest tech updates.

Potential Challenges And How to Overcome Them

Here are some common challenges in capstone projects and how to handle them:

Scope Creep

Challenge: The project grows too big.
Solution: Stick to the original plan and manage any changes carefully.

Time Management

Challenge: Completing on time is hard.
Solution: Make a clear schedule and track your progress.

Technical Problems

Challenge: Facing tech issues or gaps in knowledge.
Solution: Break problems into smaller parts, use online help, and test often.

Resource Limitations

Challenge: Limited access to tools or equipment.
Solution: Use what you have efficiently and look for free tools or collaborate with others.

Team Issues

Challenge: Problems with team communication or conflicts.
Solution: Set clear roles and hold regular meetings.

Staying Motivated

Challenge: Keeping up motivation.
Solution: Set small goals, celebrate progress, and remember why the project is important.

Finding Project Mentors or Collaborators

Here’s how to find project mentors or collaborators:

University Resources

Professors: Ask your professors or academic advisors.
Department Contacts: Reach out to your department for recommendations.

Networking Events

Conferences: Attend relevant industry events or conferences.
Meetups: Join local tech or industry meetups to meet potential collaborators.

Online Platforms

LinkedIn: Connect with professionals in your field.
GitHub: Look for contributors in projects similar to yours.

Professional Organizations

Join Groups: Become a member of relevant professional organizations or societies.
Online Forums: Participate in forums related to your field for networking.

Research Publications

Authors: Contact authors of papers or articles related to your project.
Citations: Look at who cites key papers and reach out.

Student Groups and Clubs

University Clubs: Join or contact university clubs related to your field.
Student Organizations: Participate in or seek out student groups with similar interests.

Choosing your capstone project is important. It’s your chance to work on something you care about and prepare for your future job. Pick a project that excites you, like AI, cybersecurity, or app development.

The right project will help you learn and stand out. So, get started, make an impact, and show what you can do!

161+ Best SK Project Ideas and Activities in the Philippines, Etc.

Amazing Maternity Nursing Capstone Odyssey: 189+ Project Avenues

Other ways to search:

Events Calendar
Engage with Us
Faculty/Staff Resources
Funding Opportunities
Accreditation
Strategic Vision

2021 Capstone Projects

To wrap up their undergraduate experience at CU Boulder, computer science students participate in a year-long senior capstone project that gives them a chance to put their skills into practice on real-world projects, as well as to make important professional connections. Software design projects are sponsored by companies, academic units and individuals who volunteer their time to work closely with students throughout the year.

This year, 27 teams completed their software design projects despite the challenges of distance and pandemic. Thank you to all of the students and project sponsors who worked through these uncertain times -- congratulations on a job well done!

We asked each team to put together a video to introduce their team, demo the final product and share about their journey.

Evaluating Internet of Things (IoT) Protocols

Sponsor: BI Inc.
Team Members : Chris Kardaras, Jacob Hans, Nicholas Wentzel

BISON (BI Incorporated Stream Optimization Network)

Team Members : Jared Keefer, Leyen Qian, Tyler Tokumoto, Erik Rhodes, Tianchen Wang

Mobile App - Boulder Apple Tree Project

Sponsor: Boulder Apple Tree Project (Ecology and Evolutionary Biology Department at CU Boulder)
Team Members: Alexander Haynie, Tanner Ball, Shanli Ding, Yang Li, Qihang Mao, Zach Morrissey

Mobile Apps to Reduce Cross-Race Recognition Deficit - CU Psychology

Sponsor: CU Psychology
Team Members : Santillan Alvaro, Guangshi Xu, Liyang Ru, Madison Rivas, Siyu Yao

Digital Marketplace - Festo

Sponsor: Festo
Team Members : Sid Bostwick, Ana Vukojevic, Devin Noth

Identity Graph Insight Tool - FullContact

Sponsor: FullContact
Team Members : Jonathan Bluhm, Joshua Hamel, Liam McCarthy, Valyria McFarland, Neil Borde, Robert Sarno

Automated Ingestion Data System - Gloo

Sponsor: Gloo
Team Members : Cole Sturza, Andrew Gilfillan, Keyuan Huang, Carlos Salazar, Jack Spicer, Rohan Suri, Justin Vuong

Website Redesign - Innovar Group

Sponsor: Innovar Group
Team Members : Kyle Bremont, Gerritt Luoma, Vincent Liu, Jacob Malcy, Jenn Riley, Chad Wireman

Crime Maps - Caliber Public Safety

Sponsor: Caliber Public Safety
Team Members : Kyle Mock, Elijah Berumen, Yinnan Chen,Brendan Ostrom, Luke Soguero, Xingxuan Tang, Casey Tran

Donor Relations - CEAS advancement team

Sponsor: CU Boulder College of Engineering and Applied Science Advancement
Team Members : Nirvan Ashish, Ean Kramer, Max Macaluso, Peter Martin, Frank Stinar

Locomotive training software support - Union Pacific PST

Sponsor: Union Pacific PST
Team Members : Miles McCorkendale, Spencer Koelsch, Ryan Fleury, Ryan Gomez, Ian Meadows, Justin Reiss, Jansen Wenberg

Mobile App - INSIGHTS Intervention

Sponsor: INSIGHTS Intervention
Team Members : Kyran Butler, William Ness, Jessica Sanborn, Ryan Than, Tiffany Phan

Transcript Corpus + Moody's Manuals - Leeds School of Business

Sponsor: Leeds School of Business
Team Members : Royce Schultz, Tianwei Zhao, Chace Trevino, Andrew Yee

Everglades Wargame - Lockheed Martin

Sponsor: Lockheed Martin
Team Members : Allen Fu, Jeff Lucca, Desmond Manthy, Jackson Meyer, Ryan Novak, Ian Peterson, Holden Kjerland-Nicoletti

Data Science Models - Lockheed Martin Space

Sponsor: Lockheed Martin Space
Team Members : James Douthit, Owen Fulton, Jared Gorthy, Brian Jackman, Matt Janc, Brandon Roemer, Karthik Venkatram

Mobile App - MindBeWell

Sponsor: MindBeWell
Team Members : Christian Sousa, Tucker Eckhoff, Liz Parker, Serena Evans-Lutterodt, Sam Goulding, Blythe Waltman, Nate Wilson

Ozone Garden Website - NCAR

Sponsor: NCAR
Team Members : Tyler Devlin, Haley Drexel, Nick Volpe, Sabrina Kavesh, Travis Cochran, Yu Li

Platform - NMBL Strategies

Sponsor: NMBL Strategies
Team Members : Maureen Aubrey, Mike Donovan, Andrew Hack, Ryan Moore, Gerrett Pape

Golang API Logger - Resurface

Sponsor: R esurface.io
Team Members : Chandler Garthwaite, Tim Lenahan, Devin Magnuson, Jiayao Li, Kolin Newby, Kyle Neubarth

First responders reporting tool - Caliber Public Safety

Sponsor: Caliber Public Safety
Team Members : Dylan Sain, Alex Book, Andy Kim, Kevin Ruby, Blake Hampton, Joe Wilson

Machine Learning Evaluative Framework - Terumo Blood and Cell

Sponsor: Terumo BCT: Terumo Blood and Cell Technologies
Team Members : Sean Flood, Simon Koeten, Erik Pohle, Ruijiang Ma

Cloud Crawler - Trimble

Sponsor: Trimble
Team Members : Nasurudin Furi, Colin Craighead, Zachary Teutsch, Obaid Ebadi, Nate Jones

Sounding Climate Data - UCAR

Sponsor: UCAR
Team Members : Mattias Leino, Nick Vomund, Garrett Hempy, Fahad Shaik, Priyanka Karki, Zhaoyi Xie

K-12 EdTech - UR Turn

Sponsor: UR Turn
Team Members : Ziad AlWazzan, Artem Nekrasov, Adam Bender, Bhawana Karn, Darrien Lee, Ryan McGarvey, Wayne Wood

Parallel SPICE Implementation - NASA JPL

Sponsor: NASA
Team Members : Austin Albert, Willie Chew, Joel Courtney, Joseph Ledesma, Nicholas LaMonica, Matthew Cohen, Sahib Bajwa

Factory Automation Solutions - Festo

Team Members : JC Abrahamson, Taylor Ellis, Tim Euken, Jack Holland, Emily Millican, Bryn Sorli

Infrastructure and Radio Transcription - Digiclips

Sponsor: Digiclips
Team Members : Aiden Anderson, Jordan Hernandez, Trevor Jedziniak, Alexander Louie, Ahman Pasha, Drake Rutherford, Muntaha Woods

ECE 188 Senior Capstone Projects

The Capstone Project three-course series gives Electrical and Computer Engineering students the opportunity to put their education into practice. Students, working in small teams, design, build, and present a challenging engineering design project. The design challenges, of which each team selects one to tackle, are proposed and supported by UCSB faculty research groups or by industry. Projects typically involve design and implementation of both hardware and software systems. The projects span a variety of topics in the field of electrical and computer engineering, including for example consumer electronics, embedded systems, control systems and circuits, image processing, AI / machine learning, biomedical devices, power electronics, energy generation and conversion, sensor networks, electrochemical and biological sensors, and solid-state emitters and detectors.

Every year at the end of Spring quarter, the final projects are displayed at an event with each student group participating in a project presentation and poster sessions. A panel of experts from academia and industry judges each of the teams and selects award winners.

2024 ECE 188 Senior Project Awards

ECE 188 Best Projects: Mercury, Commpact and REMED-E

EE Capstone – Award Winning Video

EE Sr. Project Spotlight: "FusionSense"

Senior project course.

Student groups integrate the knowledge and skills acquired in earlier coursework to tackle a challenging engineering design project which is proposed and supported by a UCSB faculty research group or by an industry supporter. The project is evaluated through written reports, oral presentations, and demonstrations of performance.

Electrical and Computer Engineering 188A/B/C

Instructors 2023-24: dr. ilan ben-yaacov (188abc).

188A (Fall quarter) - ECE 188A primarily focuses on the initial project design and development stage. After choosing a project, each group begins researching the critical elements of their project, developing a preliminary project plan with a set of preliminary design specifications, and gives a short preliminary presentation to the class describing their projects. Students then continue to refine their plan and begin prototyping and design testing. By the end of the quarter, each group finalizes their project plan and product design specifications, demonstrates a prototype of at least one system/element of their project, and gives a 45 minute presentation detailing (1) The Project Plan, (2) Product Design Specifications, (3) Budget, (4) Prototyping and Testing, and (5) Division of Labor (individual responsibilities).

188B (Winter quarter) - In ECE 188B, the groups continue to develop their products and refine their specifications, begin PCB design (where applicable), and at the end of the quarter demonstrate a second product prototype. Each group also participates in a "Mid-Project Design Review" with their instructors and sponsors in which they provide details on all the work done to date and provide a plan for completion of their project.

188C (Spring quarter) - In ECE 188C, the final quarter of the sequence, students finalize their designs and product specifications, and then assemble and debug their products. At the end of the quarter, each group presents and demos their final product at an ECE annual event.

2024 EE Capstone Projects

The ECE 188 posters and presentations were held at the 2024 COE Capstone Engineering Design Expo (EDX)

Best Projects

Excellence in EE : Mercury – an 1/10 scale F1 race car capable of autonomously mapping and racing through any enclosed track without any human intervention
Outstanding Innovation in EE : REMED-E – autonomous robot for performing maintenance on naval ships
Distinguished Technical Achievement in EE : Commpact – an electrically small antenna and high-impedance low-noise amplifier for low frequency communication systems

Project Descriptions

* SkyTerra : Elevate, Navigate, Hydrate
* EmberEye : Safety Beyond Sight
* Quickdrop : Because waiting is so yesterday
Percept : Precision Detection for Seamless Protection
BabyBot 2024 : Transforming Care Through Playful Automation
Soldermatic : Precision Soldering for Quantum Innovation
Remora : Streaming your Marine
Mercury : Accelerating Autonomous Vehicles
Sol-aIR Surveys : Autonomous Inspection Made Easy
Lithoptimize : Intelligent Control for High-Performance EUV Photolithography
Commpact : small size, BIG REACH
REMED-E : Robots with Resolve

* Multidisciplinary Projects : Electrical Engineering and Mechanical Engineering

2023 EE Capstone Projects

The ECE 188 posters and presentations were held at the 2023 COE Capstone Expo

Excellence in Multidisciplinary Engineering + Best Presentation : GANER
Excellence in EE : LineAlert
Outstanding Innovation in EE : FusionSense
Distinguished Technical Achievement in EE : ControlSense
EE Best VIdeo : AMPED
* Lab D4H BabyBot: Empowering Movement at Home
* Robot Rodeo (Navy) Ganer: Saving our Sailors
* FLIR SafeSight: Eyes that Save Lives
AMPED: Keep it clamped and play with AMPED
ASML ControlSense: Twice the speed. Twice the power
Hespanha Lab F1TENTH Velma: Finding today, Creating tomorrow
Buckwalter / Madhow Lab FusionSense: Reliable Radar for Real-Time Results
Smith Lab GreeNN: Reducing the Carbon Footprint of Image Classification
Northrop Grumman LineAlert: Taking the Power Out of Wildfires
OceanPulse: Listening to the Earth's heartbeat
SnaCoil: Lie down, Heal up
Manjunath Lab StressNet: Success is stress-free

* Multidisciplinary Projects: Electrical Engineering and Mechanical Engineering

2022 EE Capstone Projects

The ECE 188 posters and presentations were held at the 2022 COE Capstone Expo

Recording of the 2022 Project Presentations

1st place : Mimmo ( Madhow & Buckwalter Labs)
2nd place : B.A.I. ( S.L. Smith Lab )
3rd place : MPL ( Theogarajan Lab )
Multidisciplinary Project Award : Spyglass ( FLIR )
Faculty Choice Award: DropVision ( ASML )
Beehive (Alizadeh Lab): an algorithm that manages a fleet of autonomous vehicles for ride sharing service
Unlimited Vision (Arthrex): an enhanced instrument imaging system for arthroscopic surgery that tackles supplemental surgical awareness
DropVision (ASML): an algorithm that examines vaporized plasma droplet images to evaluate and determine its performance in EUV lithography
* Babybot (Lab D4H): project description coming soon!
neutronomous (Hespanha Group): a one-tenth scale autonomous car using real-time perception and control to navigate to its destination on a college campus
* Spyglass (FLIR): a stabilized visible and infrared camera system geared towards day and night sailing
* TRILOW-G (Hawkes Lab): Payload for lunar gravity sub-orbital spaceflight to demonstrate the performance of a novel, bio-inspired, soft-robotic anchoring device for use in granular media
TD-75 (HGH): a low-cost temperature calibration device that reduces error in thermal imaging devices
Hortibeam (Horticulture Lighting): a platform for developing a laser based horticultural lighting system that can provide optimized light for plant growth without the detrimental heat generation of LED and lamp based lighting systems.
Mimmo (MIMO): a distributed MIMO radar system pushing the boundaries of automative safety
PiLC (PLC/HMI): a low cost noise proof Raspberry Pi based Programmable Logic Controller
* SAAPER (Robot Rodeo): a robot designed to autonomously maneuver through a Navy ship environment and is equipped to complete tasks along the way in order to eliminate the need for humans to be in harm’s way
B.A.I. (Smith Lab): Optical Neural Network (B.A.I): a neural network based on optics that can classify images with low energy consumption
MPL (Theogarajan Lab): Maskless Projection Lithography – a novel lithography process that allows the end-user to go straight from design into manufacturing devices

2021 EE Capstone Projects

Excellence in Electrical Engineering : Hylev
Outstanding Innovation in EE : Audi0hm
Distinguished Technical Achievement in EE: P.A.M.A.
Faculty Choice : SensrLink
Best Video : P.A.M.A.
Excellence in Multidisciplinary Engineering : Ionic Skies
Audi0hm: a device that allows a guitarist to pair their guitar to any common bluetooth speaker and play in realtime
Auto Path: a smart robot equipped with built-in route finding algorithms and motion controls that enable itself to guide it to any designated spots
*Civil Robotics: an electric vehicle that traverses rough terrain and clears a 6 to 9 ft. path from flashy fuels to contain brush fires
Hylev: configurable research and testing platform for low power magnetic levitation
*Ionic Skies: a new type of aircraft that will completely solve the drone buzzing and noisy problems
*Lab D4H Babybot: an automated at-home ball therapy tool that circumvents the cost and limitations of a cerebral palsy household
MyLigraphy: a maskless lithography system that is more appropriate for situations where the use of a reflective mask is inefficient
P.A.M.A.: Personal Automated Medication Assistant - an app with tabulated medication information schedule for users
Panterra: a UGV that navigates to its destination autonomously through various obstacles and stores a map of the GPS coordinates
ASML ReTina: a high-speed algorithm to efficiently identify droplets from images captured by cameras in a lithography machine>
Senseeker SensrLink: a VCO based ADC topology to address analog scaling issues by using circuit blocks created digital circuits to perform analog functions
Stacking Solutions: collaborative robotics/multi-agent robotics
+1 805.893.5364
[email protected]
Office Harold Frank Hall, Rm 4155

Dept. Resources

Services & Support
Cntrl Admin Office (CAO)
Electronics Shop
Teaching Cleanroom
Technical Support
Room Reservations
Submit Event | News | Book
Information
Terms of Use

Department of Electrical and Computer Engineering College of Engineering • UC Santa Barbara 2024 © Regents of the University of California

ECE Capstone Projects

Add custom text here or remove it

About the ECE Capstone Course

The Carnegie Mellon University Department of Electrical and Computer Engineering offers an ECE Design Experience course (18-500) every semester. As part of this class, students work in teams to develop interdisciplinary capstone projects over the course of a semester. The students start from a blank slate, developing a problem statement, and iterating through the design process, to build a working project under several real-world constraints.

This site provides links to both completed and ongoing projects, where students can document their entire design process. We will periodically feature some of the most successful and/or interesting projects.

Spring 2024 Capstone Projects

Team A0: Brailliant
Team A1: Pour-over-and-over
Team A2: HoverRail
Team A3: Bike Buddy
Team A4 - BeatLock
Team A5: Chargin'
Team A6: Aqualotl
Team A7: deciBright
Team A8: Pongpal
Team B0: EchoBudget
Team B1: Homerover
Team B2: SmartStand
Team B3: Music Mirror
Team B5: Guardian
Team B6: EyeSPy
Team B7: Scotty Maps
Team B8: Landhopper
Team C0: CueTips
Team C1: WeARClean
Team C2: TailorBot Room Designer
Team C3: Fast Grocery Checkout
Team C4: maGomoku
Team C5: FPGA-AMP
Team C6: Cameraman
Team C7: Search and Shine
Team C8: BenchSense
Team D0: Nav-Assist
Team D1: Sugar DB
Team D2: SightMate
Team D3: IntelliStorage
Team D4: UNOmatic
Team D5: Sonic Score Saxophonics
Team D6: Analog Optimization
Team D7: EchoSign
Team D8: Traffix
Team E0: Focus Tracker App
Team E1: GiveMeASign
Team E2: NutrientMatch
Team E3: Crisis Critters
Team E4: The Embellisher
Team E5: Sous-Chef
Team E6: TransLingualVisionary
Team E7: IntelliRack
Team E8: TableCast

Fall 2023 Capstone Projects

Team A0: Go Learning Buddy
Team A1: Mouseketool
Team A2: SuperFret
Team A3: N-body
Team A4: DigiBraille
Team A5: FollowMe
Team B0: AutoErasing
Team B1: Circuit Simulpaper
Team B2: Harmony Instruction Tool
Team B3: Scenescribe
Team B4: Taichine
Team B5: Transcriber
Team B6: SoundSync

Spring 2023 Capstone Projects

Team A0: Tactile Chess
Team A1: Multi-room Space Heater Temperature Control
Team A2: CyberJewelry
Team A3: LiftOff
Team A4: TeleTouch
Team A5: Dr. Green
Team A6: Flying Under the Radar
Team A7: Jack of All Trades
Team A8: Sensor Suit
Team B0: No Time to Dine
Team B1: FP(KEY)A
Team B2: Can U Cardio?
Team B3: Mobile Steering
Team B4 : Robotic Trash Concierge
Team B5: LaserDrop
Team B6: Anywhere Piano
Team B7: PetSTAR
Team B8: FireEscape
Team C0: People Counter
Team C1: B.L.I.N.D.S.
Team C2: WiSpider
Team C3: Best Ball
Team C4: PosePal
Team C5: DriveWise
Team C6: Picture This!
Team C7: 8 Ball lifeguard
Team C8: ScentBot
Team D0: KaraoKey
Team D1: The Emperor’s New Instrument
Team D2: Keynetic
Team D3: Meal By Words
Team D4 - Synesthesia
Team D5: Symphony AI
Team D6: The Well of Maxwell
Team D7: accompanyBot
Team D8: Musician's Scribe

Fall 2022 Capstone Projects

Team A0: Crosswalk Guardian
Team A1: FIRE AWAY
Team A2: PARROT (Parallel Asynchronous Robots, Robustly Organizing Trucks)
Team A3: Where is the Barcode?
Team A4: Recycle Queen Robot
Team B0: Seamless Autonotator
Team B1: Aware-ables
Team B2: Talking Piano
Team B3: ScottySeat

Spring 2022 Capstone Projects

Team A0: NeuroController
Team A1: Paymodoro
Team A2- The Bat-Belt
Team A3: FlexDance
Team A4: VR Ping Pong
Team A5: Hit It!
Team A6: Touch TrackIR
Team B0: Where's the Milk?
Team B1: Nature Photography Robot
Team B2: DrawBuddy
Team B3: FreshEyes
Team B4: Ride-ar
Team B5: KBBQ for KBBeginners
Team B6: Food Tracker
Team C0: CodeSwitch
Team C1: kerby
Team C2: LearNet
Team C3: Smart Traffic Camera
Team C4: CryptoHash
Team C5: Smart Parking Lot with Monitoring and Automated Vehicle Guidance
Team C6: Proj^2
Team D0: Accessibility Pi/O
Team D1: Is Mayonnaise an Instrument?
Team D2: PROGNOSTICATOR-6
Team D3: WoodwindMania
Team D4: My-Flection
Team D5: W.R.I.S.T.
Team D6: EyeHear
Team E0: To the 60's and Back
Team E1: FPGA Accelerated Fluid Simulation
Team E2: SAR
Team E4: Occupancy Monkey
Team E5: ASL Learning Platform
Team E6: waitr

Fall 2021 Capstone Projects

Team A0: D.R.O.P.
Team A1: FPGA-Assisted Verification
Team A2: Virtual Whiteboard
Team A3: FreeSeats
Team A4: ShelfBuddy
Team A5: TracKat
Team B0: Real Time Video Upscaling
Team B1: Ultimate Chess
Team B2: Lights Out
Team B3: BikewardsView
Team B4: Gesture Glove

Spring 2021 Capstone Projects

Team B0 : Autonomous Debris Collector
Team B2: Smart-Wardrobe
Team B3: FarmFresh
Team B4: Chess Teacher
Team B5: Work it
Team B6: AutoVot
Team B7: CarMa
Team B8 - Smart Mirror
Team B9: Hawkeye
Team C0: Backpack Buddy
Team C1: FP-GAme
Team C2: WiFi Localization
Team C3: Magic Mice
Team C4: HoloPyramid
Team C5 - AR FruitNinja 🍉
Team C6: Bin There Dump That
Team C8: Whiteboard Pal
Team C9: GrubTub
Team D0: BARI (Bluetooth Audio Rejiggering Instrument)
Team D1: SharpCam
Team D2: xWalk
Team D3 SmolKat: A Smart Kitchen Assistant
Team D4: Travelling Mind
Team D5: Acapella
Team D6: StenoPhone
Team D7: Pitch Perfect
Team D8: conFFTi
Team E0: Tartan's Gambit
Team E1: Drivaid
Team E2: Barista Bros
Team E3: Graduating Gardeners
Team E4: Automatic Gentleman
Team E5: Hot Pot Bot
Team E6: SHTTL <Xander L, Manny H, Joanna W>
Team E7: PokerCam
Team E8: Smart Poker Table
Team E9: Espresso Overflow
Team B1: FocusED

Fall 2020 Capstone Projects

Team A0: Falcon: the Pro Gym Assistant (FPGA)
Team A1: BLOKUS
F20 TEAM A2
Team A4: Fmpga
Team A6 : Thermonitor
Team B1: ChaseMe Alarm Clock
iRecruit | Team B2
Team B4: Smart Library
ASL Interpreter
MiGroBox: A 3D Printer For Greens

Spring 2020 Capstone Projects

A0 - AutoPuzzlr
Team A1: Cooperative vs Non-cooperative Autonomous Driving
Project Belka
Team A6: Edge Computing For Smart Home Devices
Team A7: Scalable Machine Learning Using FPGAs
Team B0: KATbot
Team B1: Asterism
RIP: Robotic Indoor Plotting
Team B3: 2D23D
Team B4 : That's So Fetch
Team B5: Codeblox
Real Time Localization System for Sports
Team B7: Resisthor
Team C1: Tetris: a Frame Perfect Game Adventure
Team E0: Sonicam
Team E1: 3D Printing Error Detection System
Caprice (Team E3)
Team E4: Run With It
Team E6, Carnegie Mellon ECE Capstone, Spring 2020
Team E7: Body Buddy
Team F0: *wave* Google
Team F2: Cookiebot, A Gesture Based Home Robot
Team F3: No Face
Team F5: E-MO

Fall 2019 Capstone Projects

ALTERAudio: Nicholas Paiva Roshan Nair Nicholas Saizan
UPMC (Ultimate Power Motor Controller)
Team A2 - laSEEr
Team A4: Carrel Corral
Team B0: Vehicle Cyclist Collision avoidance System
Team B1: IR MAN
Team B² - Jamming Attack on Voice Recognition Systems
Team B4 : Smart Trash Can

141+ Best Capstone Project Ideas For Computer Science

In the growing world of computer science, selecting the right capstone project can be a pivotal decision for students. A well-chosen project can not only demonstrate your skills but also open doors to exciting opportunities in the tech industry.

To help you make an informed choice, we’ve compiled a comprehensive list of 141+ good capstone project ideas for computer science students, categorized by fields of interest. These ideas encompass a wide range of topics, ensuring there’s something for every computer science enthusiast.

What Is Capstone Project in Computer Science

Table of Contents

A capstone project represents the conclusion of a student’s career. It is often completed during the student’s last year of study. The capstone project displays all you’ve learned and accomplished all semester long. Depending on the discipline and the criteria of the educational institution, capstone projects might take the shape of research articles, software programs, experiments, presentations, or artistic works.

Real-world applicability and significance are what make a capstone project shine. It requires students to work with faculty mentors to apply their theoretical knowledge to real-world situations and develop original solutions. Students may demonstrate their knowledge and skills, get practical experience, and grow from beginners to experts in their profession via this project.

Significance of Capstone Projects

Want to why capstone project ideas are good to make? Let’s know the importance of capstone project ideas for computer science students.

1. Integration of Knowledge

Capstone projects require students to draw upon the knowledge and skills they have acquired throughout their academic journey. This integration of concepts from various courses fosters a holistic understanding of the subject matter.

2. Problem-Solving Skills

Capstone projects often involve tackling complex problems or tasks. This challenges students to develop critical thinking, problem-solving, and decision-making skills, which are highly valuable in any profession.

3. Interdisciplinary Learning

In some cases, capstone projects encourage interdisciplinary collaboration. This exposure to multiple fields can lead to innovative solutions and a broader perspective on the subject matter.

4. Professional Development

Completing a capstone project can boost a student’s confidence and competence. It provides tangible evidence of their abilities, which can be showcased to potential employers or used as a portfolio piece.

5. Real-World Application

The practical value gained through capstone projects is significant. They provide students an opportunity to work on real problems and develop workable solutions, which is invaluable training for their future employment.

How to Choose the Right Capstone Project

Want to know What Are the Three Best Ways to Generate Ideas for A Writing Project and how to choose them? These are the following steps to choose the right capstone project for computer science.

1. Identify Your Interests

Consider your passion and interests within your field of study. A project aligned with your interests will keep you motivated throughout the process.

2. Define Your Goals

With this last project, what do you want to accomplish? Get your academic or professional objectives in the open, and make sure your project serves them.

3. Consult with Faculty

Seek guidance from your professors or mentors. They can provide valuable insights, suggest relevant topics, and help you refine your project idea.

4. Assess Feasibility

Evaluate the feasibility of your project in terms of available resources, time, and scope. Ensure it’s achievable within the constraints of your academic program.

5. Consider Impact

Evaluate the results you want to achieve with your project. How will it help advance your area of study or solve pressing societal issues?

6. Research Existing Work

Review existing literature and projects related to your chosen topic. This will help you identify gaps in knowledge and opportunities for innovation.

7. Plan and Develop

After choosing the best capstone project, you will create a detailed plan outlining the steps, milestones, and resources needed for its successful completion.

8. Seek Feedback

It’s important to get input from instructors, peers, and subject matter experts throughout the project. You may learn a lot from their analyses and suggestions.

9. Stay Committed

Capstone projects often require dedication and perseverance. Stay committed to your project, even when faced with challenges.

141+ Best Capstone Project Ideas For Computer Science Students

Following are the best capstone project ideas for computer science students. It is such as;

Machine Learning and Artificial Intelligence (AI)

Image Recognition for Medical Diagnosis
Predictive Text Generation using GPT-3
Fraud Detection in Financial Transactions
Recommendation System for E-commerce
Autonomous Drone Navigation
Natural Language Processing for Sentiment Analysis
Handwriting Recognition for Language Translation
Autonomous Self-Driving Car Simulation
Speech Recognition for Voice Assistants
Predictive Maintenance for Industrial Equipment

Data Science and Big Data Capstone Project Ideas For Computer Science

Predictive Analytics for the Stock Market
Customer Churn Prediction
Social Media Sentiment Analysis
Healthcare Data Analytics
Data Visualization for Climate Change
Predictive Maintenance in Manufacturing
Recommender System for Streaming Platforms
Predicting Disease Outbreaks with Epidemiological Data
Sports Analytics for Performance Improvement
Financial Fraud Detection Using Big Data
Cybersecurity and Network Security

Capstone Project Ideas For Intrusion Detection System (IDS) Development

Network Traffic Analysis for Anomaly Detection
Secure Password Management System
Biometric Authentication for Access Control
Malware Detection and Analysis
Blockchain-Based Secure Voting System
Secure File Transfer Protocol (SFTP)
IoT Device Security
Privacy-Preserving Data Sharing
Cyber Threat Intelligence Platform
Web Development and Mobile App Development

Best E-commerce Platform Development

Social Networking Application
Online Learning Management System
Healthcare Appointment Booking App
Real-Time Language Translation App
Travel Planning and Booking Website
Virtual Reality (VR) Tourism Experience
Task Management Mobile App
Food Delivery Service App
Cryptocurrency Portfolio Tracker
Computer Vision and Image Processing

Capstone Project Ideas In Object Detection and Tracking

Facial Recognition for Attendance
Augmented Reality (AR) Gaming
Document Scanner with Optical Character Recognition (OCR)
Art Style Transfer
QR Code Generator and Scanner
Gesture Recognition System
License Plate Recognition
Image Stitching for Panoramas
Medical Image Analysis for Disease Detection
Database Systems and Management

Online Grocery Store Database

Library Management System
Patient Record Management
Restaurant Reservation System
Inventory Management Database
Social Media Analytics Database
Customer Relationship Management (CRM) System
Job Search and Recruitment Platform
Online Auction Platform Database
Personal Finance Tracker
Artificial Intelligence and Robotics

Humanoid Robot with Emotion Recognition

Reinforcement Learning for Robot Navigation
AI-powered Chatbot for Customer Support
Robotic Arm Control with Computer Vision
Autonomous Delivery Robot
Smart Home Automation with AI
AI-Powered Music Composer
Speech-Enabled Home Automation
Autonomous Quadcopter Control
AI Dungeon Master for Role-Playing Games
Software Engineering and Development Tools

Version Control System for Distributed Teams Capstone Project Ideas

Code Review and Collaboration Platform
Continuous Integration/Continuous Deployment (CI/CD) Pipeline
Automated Testing Framework
Bug Tracking and Issue Management System
Code Quality Analysis Tool
DevOps Dashboard for Infrastructure Management
Code Optimization Tool
Static Code Analysis for Security
Agile Project Management Tool
Internet of Things (IoT)

Capstone Project Ideas For Smart Home Energy Management

Environmental Monitoring with IoT Sensors
Smart Agriculture System
Wearable Health Monitoring Device
IoT-Based Smart Traffic Management
Smart Water Quality Monitoring
Smart Parking System
Home Automation with Voice Control
IoT-Based Asset Tracking
Industrial IoT for Predictive Maintenance

Game Development Capstone Project Ideas

2D Platformer Game
First-Person Shooter (FPS) Game
Puzzle Adventure Game
Real-Time Strategy (RTS) Game
Virtual Reality (VR) Game
Augmented Reality (AR) Game
Multiplayer Online Battle Arena (MOBA) Game
Racing Game with Physics Simulation
Educational Game for Kids
Roguelike Dungeon Crawler
Natural Language Processing (NLP)

Capstone Project Ideas For Chatbot with Multilingual Support

Sentiment Analysis for Social Media
Language Translation Tool
Text Summarization
Question-Answering System
Language Model Fine-tuning
Named Entity Recognition
Language Generation for Storytelling
Plagiarism Detection
Speech-to-Text and Text-to-Speech Conversion
Cloud Computing and Virtualization

Great Cloud-Based File Storage and Sharing

Virtual Machine Management
Serverless Computing Platform
Cloud-Based Video Streaming Service
Container Orchestration with Kubernetes
Cloud-Native Application Development
Cloud Security Monitoring and Compliance
Cloud Cost Optimization Tool
Disaster Recovery Planning in the Cloud
Cloud-Based Data Warehousing

Human-Computer Interaction (HCI) Capstone Project Ideas

Accessibility Tools for People with Disabilities
Eye-Tracking Interface for Hands-Free Control
Virtual Keyboard for Touchscreen Devices
User Experience (UX) Testing Platform
Gesture-Based User Interface
Brain-Computer Interface for Disabled Users
AR/VR-based Educational Interactive Platform
Voice User Interface (VUI) for Smart Homes
Emotion Recognition in User Interfaces
Natural Language Interface for Software Applications

Blockchain and Cryptocurrency Capstone Projects

Cryptocurrency Wallet Application
Decentralized Finance (DeFi) Platform
Supply Chain Tracking with Blockchain
Digital Identity Verification
Tokenization of Real Assets
Blockchain-Based Voting System
Smart Contracts for Legal Agreements
NFT Marketplace Development
Blockchain for Healthcare Records
Energy Trading Platform with Blockchain
Cryptocurrency Exchange Development

Future of Capstone Projects in Computer Science

Capstone projects become more important as computer science evolves rapidly. These concluding efforts will shape computer science education and tech sector integration in the future. Let’s look forward to computer science capstone projects:

1. Integration of Emerging Technologies

Capstone projects will increasingly involve cutting-edge technologies like AI, blockchain, and quantum computing.

2. Industry Collaboration

Collaboration between academia and industry will play a pivotal role in shaping the future of capstone projects, providing students with real-world challenges and opportunities.

3. Interdisciplinary Focus

Expect a trend toward interdisciplinary capstone projects, addressing complex issues that require expertise from multiple fields.

4. Globalization and Remote Collaboration

Capstone projects will embrace remote collaboration, allowing students to work on international projects and gain diverse perspectives.

5. Emphasis on Ethical AI

Ethical considerations in AI and machine learning will become a central theme in computer science capstone projects.

6. Personalized Learning

Capstone projects will be tailored to individual student interests, fostering a more personalized and engaging educational experience.

7. AI-Powered Project Guidance

AI-driven tools will assist students in selecting, planning, and executing capstone projects, enhancing project success rates.

How To Find Your Passion in Computer Science Projects

here are the headings for the steps to find your passion in computer science projects:

With the Self-Reflection
Explore a Variety of Topics
Practical Experience
Learn Continuously
Seek Inspiration from Others
Experiment and Innovate
Problem Solving and Impact
Feedback and Adaptation
Collaboration and Networking
Stay Informed

Choosing a capstone project is a big step for computer science students. Apply your knowledge and creativity to real-world situations. These many capstone project ideas for computer science students should excite you. Whether you’re interested in AI, web development, cybersecurity, or another sector. Choosing a project that matches your interests and professional ambitions can help you create something amazing.

The capstone project options range from AI and web development to cybersecurity and blockchain , offering something for every computer science enthusiast. Choose a capstone project that matches your hobbies and professional ambitions. These projects might affect your academic career and the future of technology, so embrace the difficulties, seek help, and remain dedicated.

With the appropriate project and perseverance, you’ll graduate with knowledge and a showcase of your abilities and creativity. Enter capstone projects and show off your creativity and technical skills. Your input will shape computer science.

Does computer science have a capstone?

Yes, computer science often includes capstone projects as a culminating experience in many academic programs.

What is a capstone project examples?

Capstone projects come in all shapes and sizes, including research papers, case studies, creative works, internships, and field placement projects.

How do I get ideas for a capstone project?

You can get ideas for a capstone project by exploring your interests, seeking inspiration from coursework, and considering real-world problems in your field of study.

What makes a good college capstone?

The capstone should be a culminating set of personal, academic, and professional experiences.

13 Best Tips To Write An Assignment

Whenever the new semester starts, you will get a lot of assignment writing tasks. Now you enter the new academic…

How To Do Homework Fast – 11 Tips To Do Homework Fast

Homework is one of the most important parts that have to be done by students. It has been around for…

100 Best Computer Science Capstone Project Ideas: Holy Grail for Students

Updated 02 Sep 2024

Where to find the computer science capstone project ideas? In addition to being relevant, your topic should demonstrate your knowledge and the ability to apply it in practice. Below we will share with you a list of 100 topics for your capstone project. Thanks to this, you can definitely choose the one that suits you best.

What is a Computer Science Capstone Project?

A computer science capstone project is an assignment that represents the ultimate academic and intellectual experience for students in their final year of high school or those completing their academic program. It is very important to choose the right topic since you will have to apply the knowledge gained during several years of study to some urgent problem. Looking for a legal essay writing service ? We make sure that you get the best!

Now that you know what is a capstone project, let's take a look at its structure:

Problem actualization and literature overview.
Problem solving techniques.
Obtained results.
Conclusion.
References.

How to Choose the Right Topic and How to Be Inspired?

Your topic should demonstrate as much as possible the knowledge and skills that you are really good at. Here are some guidelines to help you come up with really worthwhile cs capstone project ideas, before asking to write my discussion post .

Start with a brainstorming session

Remember what particular class topics were especially interesting for you, and discuss the topics that your friends have already chosen. This will help you understand in which section of computer science to look for a suitable option. Remember: if you'll run out of time or ideas, it is completely normal to buy assignment from a trusted custom writing service.

Explore similar projects

Now is the time to study existing projects on a similar topic. You may be able to continue and expand research started by someone. Looking for the best law essay writing service ? We're cheap, legal and fast.

Get your paper in 3 hours!

Customized writing: 100% original, personalized content.
Expert editing: polished, standout work.

✔️ Zero AI. Guaranteed Turnitin success.

Narrow your searches

Instead of reviewing fairly broad capstone project ideas for information technology , try a specific example. This way you can apply both theoretical and practical knowledge.

Ask your scientific advisor for help

Perhaps your scientific advisor will help you in choosing a topic for your project. He or she will also most likely recommend relevant literature to you.

100 Best Computer Science Capstone Project Ideas

Below we have prepared 100 capstone project ideas for computer science.

Software Development & Programming

Development of a cross-platform mobile application for local tourism.
A web-based platform for freelance job matching specifically for IT services.
Object-oriented programming tutorial website with interactive examples.
Development of a custom content management system (CMS) for small businesses.
A blockchain-based voting system for organizational use.
Design and implementation of a personal finance management app.
Development of an educational game for programming fundamentals.
A chat application with end-to-end encryption.
Implementing a machine learning algorithm for personalized content recommendation.
Building a compiler for a new scripting language.

Data Science & Analytics

Analysis of social media trends to predict stock market movements.
Developing a recommendation system for e-commerce websites.
A machine learning model to predict customer churn for subscription services.
Big data analysis of genomic data for personalized medicine.
Real-time analytics dashboard for monitoring network security.
Predictive maintenance system using IoT sensor data.
Sentiment analysis of customer reviews to improve product services.
An AI-based system for early detection of forest fires using satellite imagery.
Comparative study of various machine learning algorithms for credit scoring.
Development of a chatbot for mental health support.

Networking & Security

Designing a secure peer-to-peer network for file sharing.
Implementation of a firewall using machine learning techniques.
Developing a prototype of a secure email system.
IoT security: Protecting smart home devices from cyber threats.
A study on the effectiveness of various encryption algorithms.
Building a VPN service with enhanced security features.
Anomaly detection in network traffic using deep learning.
Secure cloud storage system with client-side encryption.
Implementing a robust authentication system using biometrics.
Analysis and mitigation of DDoS attacks in corporate networks.

Web & Internet Technologies

Development of a progressive web app (PWA) for online education.
Implementing WebAssembly for high-performance web applications.
Building a web-based IDE for a specific programming language.
A study on the impact of HTTP/3 on web performance.
Developing an SEO optimization tool for websites.
A web service for real-time translation of spoken language.
Implementing a content delivery network (CDN) for video streaming.
Development of a browser extension for privacy protection.
A web-based system for managing and tracking scientific research articles.
Building a decentralized social media platform.

Artificial Intelligence & Machine Learning

Developing an AI to play a specific board game against human players.
Machine learning model for predicting real estate prices.
An AI-based tutor for adaptive learning in online education.
Implementing natural language processing (NLP) for a customer service chatbot.
A computer vision system for automatic quality inspection in manufacturing.
Development of an AI-driven personal assistant for time management.
Machine learning algorithms for detecting fraudulent transactions.
An AI system for optimizing traffic flow in urban areas.
Developing a neural network for handwriting recognition.
Implementing machine learning for personalized diet planning.

Hardware & IoT Projects

Designing a smart irrigation system using IoT.
Development of a wearable device for health monitoring.
Building a home automation system with voice control.
An IoT-based asset tracking system for logistics.
Developing a drone for automated delivery services.
A smart parking system using IoT sensors.
Building a prototype of a smart mirror with personalized information display.
Designing an IoT device for monitoring air quality in urban areas.
Development of a robotic arm for automated manufacturing.
Implementing an energy-efficient routing protocol for wireless sensor networks.

Virtual Reality & Augmented Reality

Developing a VR application for historical education.
An AR app for interior design visualization.
Building a VR platform for immersive online shopping.
An AR-based system for maintenance and repair in industries.
Developing a virtual reality game focused on environmental awareness.
An augmented reality application for enhancing public speaking skills.
Building a mixed reality application for surgical training.
Developing a VR-based learning environment for chemistry experiments.
An AR guide app for museums and galleries.
Virtual reality therapy application for phobia treatment.

Database & Information Systems

Designing a database management system for a small library.
Development of a web-based GIS (Geographic Information System).
Implementing a NoSQL database for handling big data.
Building a knowledge management system for a specific industry.
Developing an information retrieval system for academic papers.
A blockchain-based system for secure medical records.
Designing a data warehousing solution for e-commerce analytics.
Implementing a distributed database for a social networking site.
Building a real-time analytics system for e-sports.
Development of a database system for managing archaeological sites.

Ethics & Society in Computing

Developing a platform for ethical hacking challenges and learning.
A study on the impact of artificial intelligence on employment.
Implementing a digital platform for community-driven social initiatives.
A web portal for raising awareness about digital privacy.
Analyzing the ethical implications of facial recognition technology.
Building a system for transparent charity donations using blockchain.
A study on the digital divide and initiatives to bridge the gap.
Developing software for accessibility improvements in web design.
A platform for collaborative problem-solving on social issues.
Analyzing the impact of social media on mental health.

Education & Learning Technologies

Developing an adaptive learning platform for personalized education.
Building a gamified learning environment for programming.
A mobile app for learning new languages through native speaker interaction.
Implementing a virtual lab for remote science experiments.
Developing a platform for peer-to-peer knowledge sharing in academia.
Building an educational app for children with learning disabilities.
A system for automated feedback on academic writing.
Developing a collaborative online platform for project-based learning.
Implementing an AI tutor for standardized test preparation.
Building a blockchain-based system for verifying academic credentials.

We hope we helped you to find really good computer science capstone project ideas. Are you looking for someone who will do it for you? You are in the right place! Visit our capstone project writing services for more details.

Was this helpful?

Thanks for your feedback, related blog posts, best capstone project ideas for students across subjects.

The most challenging aspect of crafting a top-tier capstone project is often getting started. The initial hurdle involves selecting a strong, impac...

How to Write a Movie Review: Tips for Aspiring Critics

If you wish to know how to write a movie review, then you are on the right page. A movie review forms part of essays college students writes. While...

Learn how to write an annotated bibliography to achieve the best grades!

Writing an annotated bibliography is one of academic work's most challenging yet essential parts. This helpful EduBirdie guide will tell you all ab...

Join our 150K of happy users

Get original papers written according to your instructions
Save time for what matters most

The Ohio State University

BuckeyeLink
Search Ohio State

Electrical and Computer Engineering Capstone Design (4900)

The Capstone Sequence is the primary culminating project of your Electrical and Computer Engineering curriculum. Carry out a formal design experience, taking you from design requirements to idea/design generation, through prototyping and testing. The sequence is intended to give you experience in the design process, bringing together and reinforcing the skills you have obtained at Ohio State.

Continue to refine your communication and teamwork skills, while being introduced to concepts in project management, which you will utilize to successfully complete your projects. The courses also touch upon important aspects of real-world engineering practice. You have five choices for your Capstone Sequence: A, B, C, D, or E.

sp2019.graduating.class_.ohiostate.ece_.smaller.jpg

ECE Senior Capstone Sequence Options

Click below to learn more about each capstone option.

Design with Honors Thesis Project

Capstone Design Special

Multidisciplinary Design Capstone

40 Best Capstone Project Ideas for STEM Students: Shaping the Future

Unlock innovation with our diverse collection of Capstone Project Ideas for STEM Students! From coding challenges to hands-on engineering marvels, discover projects that blend your academic prowess with real-world problem-solving.

To turn all those STEM brainwaves into something seriously cool! Forget the boring stuff; we’re talking about projects that’ll make you go, “I did that!”

Imagine it like a DIY adventure, but for STEM enthusiasts. Whether you’re the coding maestro, the engineering whiz, or the science guru, these capstone projects are your VIP ticket to hands-on, mind-bending fun.

No more snooze-fest assignments; this is your moment to shine. It’s like putting a bit of your STEM genius into the real world. Ready to rock the STEM stage? Grab your curiosity and let’s turn those ideas into something mind-blowing!

Table of Contents

The Importance of Capstone Projects

Check out the improtance of capstone projects:-

Grand Finale Alert!

Ready for the ultimate showstopper? Your capstone project is like the grand finale of a fireworks display, wrapping up all your learning with a bang! It’s YOUR time to shine.

Real-Life Problem Busting!

Forget hypotheticals; it’s time to get real. Capstone projects throw you into the ring of real-world problems. It’s like being a superhero, but instead of a cape, you’ve got your brain and skills ready for action!

Mixing Skills Smoothie

Get ready to be the master chef of your skills kitchen! Your capstone project is where you throw in coding, sprinkle some research magic, and maybe even add a dash of teamwork. It’s like creating the most epic smoothie of your academic journey!

Professional World Bootcamp!

Say hello to your personal bootcamp for the professional world. Capstone projects prep you for the challenges ahead – project management, thinking on your feet, and teamwork. It’s like a crash course in being a pro!

Your Superhero Moment!

Capstone completed? Cue the superhero music! This is your moment to show the world (and future employers) that you’re not just a student; you’re a superhero who conquers challenges!

Become the Academic Adventurer!

Time to channel your inner Indiana Jones of academia! Capstone projects let you embark on a research adventure, discovering new things and leaving your mark. It’s like being the hero of your academic story!

Learning Through Action!

Capstone projects are not about snooze-worthy lectures. They’re about action! It’s like learning to ride a bike by actually riding – hands-on, immersive, and way more exciting.

Backstage Pass to Industry VIPs!

Your capstone journey might include mingling with the pros. Imagine it as a backstage pass to the industry concert. Who knows, you might end up having coffee with your professional idols!

Passion Explorer Mode On!

Capstone projects are like GPS for your passion. They help you discover what makes your heart race in your chosen field. It’s like unlocking the secret door to your dream career.

Cheers to You and Your School!

Finishing your capstone project isn’t just a solo victory; it’s a party for your school too! You both did it! It’s time to throw your cap (literally or metaphorically) and celebrate your epic achievement!

Capstone Project Ideas For STEM Students

Check out some of the best capstone project ideas for STEM students:-

Coding and Software Development:

Craft a system where your home dances to your tune! Control lights, temperature, and security with a magic app or a simple voice command.
Dive into a world where studying is an adventure! Create a VR experience that makes complex subjects as exciting as your favorite video game.
Imagine an app that’s your health sidekick! Track fitness, get personalized workouts, and let AI sprinkle some health wisdom your way.
Make voting a party with blockchain! Build a system that keeps elections transparent, secure, and as easy as tapping a button.
Navigate campus like a superhero! Develop an AR app that turns every building into a story and every corner into an adventure.
Bring shopping to life! Create an online store where a friendly chatbot guides users through the wonderland of products.
Forget paper and pens! Create a system using face recognition or RFID to take attendance without breaking a sweat.
Turn language learning into a game! Build an app that listens to your words and cheers you on to pronunciation victory.
Unveil the secrets of social media! Develop a tool that spills the tea on trends, engagement, and the overall vibe.
Let’s code together! Create a platform where coding becomes a group adventure, with devs jamming in real-time.

Robotics and Automation:

Gift your drone wings and a mission! Create a drone that patrols autonomously, keeping an eye on things and reporting back.
Make plants feel like VIPs! Develop a system that pampers them with the right temperature, humidity, and water levels.
Rehab goes robotic! Design a helpful robot that guides and supports people through their recovery journey.
Time for the recycling magic! Create a robot that sorts waste with a flick of its robotic wand, making Mother Earth smile.
Send packages on a solo mission! Develop a robot that delivers parcels with ninja-like navigation skills.
Turn factories into enchanted realms! Use PLC to weave spells that control and monitor manufacturing spells.
Give a robot a brain of its own! Build a robotic buddy that learns from humans and becomes the ultimate sidekick.
Create a simulator where self-driving cars practice their moves, dealing with traffic jams, tricky turns, and unexpected surprises.
Introduce a cleaning sensation! Develop a robot that effortlessly glides through homes, making cleaning a breeze.
Choreograph a drone ballet! Explore the magic of drone swarming, where they move as one in a mesmerizing dance.

Biotechnology and Health Sciences:

Bring healthcare to your screen! Create a telemedicine platform where doctors make house calls through video consultations.
Turn into a water quality detective! Craft a biosensor system that sniffs out contaminants and ensures water safety.
Create a superhero leg! Design a prosthetic limb that listens to your thoughts, making movement feel like second nature.
Peek into your genetic crystal ball! Develop an app that predicts your genetic future, helping you plan ahead.
Mini superheroes inside your body! Build a drug delivery system using nanotech, ensuring meds reach the right spot.
Make tissues like a 3D printing wizard! Dive into bioprinting, creating artificial tissues for medical wonders.
Pop on a smart lens! Design a lens that not only corrects your vision but also keeps tabs on your glucose levels.
Make health a breeze! Craft an app that’s your health haven, covering fitness, nutrition, and a bit of mental zen.
Your personal medicine whisperer! Create a platform that suggests treatments based on your unique genetic melody.
Control devices with your thoughts! Develop an interface that turns brain signals into electronic magic.

Environmental Science and Sustainability:

Spin the renewable tunes! Design a system that jams to the rhythm of renewable energy, optimizing its beats.
Green spaces become the stars! Create a tool that orchestrates the perfect symphony of urban greenery for sustainability.
Send drones on a pollution patrol! Build flying scouts that report on air quality, helping us all breathe easy.
Transform farms into tech marvels! Develop an IoT system that turns farming into a precision dance, boosting crop yields.
Turn trash into treasure! Explore ways to convert waste into energy, making every piece of rubbish a potential power source.
Send a cleanup crew to the ocean fiesta! Create a robot that collects plastic and keeps our oceans sparkling.
Let the sun make fresh water! Develop a system that uses solar magic for water desalination, making the sea drinkable.
Make electricity dance to a smart beat! Implement a grid that grooves to the rhythm of energy efficiency.
Create packaging that hugs the planet! Design materials that decompose like fairy dust, leaving no trace.
Turn recycling into a celebration! Develop an app that connects communities, turning trash into treasures.

Executing Your Capstone Project

Time to rock your Capstone Project! Here’s your down-to-earth guide to making it happen:

Imagine your project as a journey. Map out the steps you need to take, like planning a road trip with cool stops along the way.
Get your tools ready. Whether it’s a laptop, lab equipment, or a trusty notebook, gather your gear like a hero gearing up for a quest.
If you’ve got a team, keep the chat alive. It’s like a group text for your STEM gang. Regular check-ins keep everyone in sync and ready to conquer.
Brace yourself for twists and turns. Every challenge is a chance to learn. Think of it as leveling up in a video game—each obstacle makes you stronger.
Celebrate the small wins. Successfully debugged your code? Dance it out. Nailed that experiment? Fist bump the air. Little victories add up to one big win.
Stay flexible. Plans might change, and that’s okay. Think of it like a dance—you improvise and keep grooving even when the beat changes.
Share your progress. Get feedback from your mentors or classmates. It’s like getting advice on your killer playlist—external input makes it even better.
As you near the finish line, fine-tune your work. It’s like putting the finishing touches on your favorite jam—make it smooth and perfect.
Keep your space tidy. A clutter-free workspace is like a calm sea—smooth sailing for your project ship.
When it’s showtime, strut your stuff. Share your journey, the highs, the lows—it’s your moment to shine like a rockstar.

Executing your Capstone Project is a gig to remember. Ride the waves, dance to the beats, and enjoy every moment. Your STEM adventure is about to become legendary!

How do I find a Capstone Project idea for STEM?

Ready to dive into the exciting world of a STEM Capstone Project? Here’s a laid-back guide to help you snag that perfect idea:

What gets you buzzing with excitement? Dive into your passions, whether it’s coding, experimenting, or building things. Your project should feel like a joyride, not a chore.
Take a stroll around your world—school, community, or even your daily routine. Any pesky problems you’d love to tackle using STEM? Your project could be the superhero solution!
Check out the cool stuff happening in the tech world. Anything catch your eye? It could be the next big thing or the missing link for your project.
Gather your buddies, mentors, or anyone willing to brainstorm. No idea is too wild! Throw them all on the table and see which ones spark that “aha” moment.
What skills do you want to level up? Your project is a chance to boost your superhero skill set. Pick an idea that feels like a fun skill-building adventure.
Peek into different STEM industries. What’s cooking? Any space for your project to shine? It could be the game-changer they didn’t know they needed.
Check out the stories of STEM heroes and sheroes. Anything inspiring? Maybe a twist or improvement on their ideas could be your ticket to project stardom.
Join STEM hangouts, forums, or clubs. Chat with other STEM enthusiasts. You might stumble upon ongoing projects or find pals to join your project party.
Take stock of your resources and time. What can you realistically pull off? Your project should be a fun challenge, not a stress marathon .
Share your top ideas with your favorite teachers, mentors, or even your pet cat. Seriously, anyone who’ll listen! Their feedback can turn a good idea into a stellar one.

Remember, this project is your chance to shine in the world of STEM. So, pick an idea that feels like your own personal superhero journey—adventurous, a bit challenging, and totally awesome!

What makes a good Capstone Project?

Cooking up the perfect STEM Capstone Project? Let’s keep it as simple and engaging as your favorite recipe:

Think about what gets you pumped in the world of STEM. Your project should feel like picking your favorite game to play—it’s gotta be exciting!
Your project should be like fixing a real-world hiccup. Maybe it’s something bothering your school or community. Time to use STEM to be the fixer!
Be the cool inventor! What can you add or change to make your project stand out? Get those creative juices flowing.
Check your backpack for resources. Your project should be like planning a fun trip—it’s gotta be exciting but fit in your backpack (resources and time).
Want to share the magic? Think about teaming up with friends, mentors, or even your science-loving cousin. Teamwork can turn your project into a group adventure.
Treat your project like leveling up in your favorite game. It’s not just about the destination; it’s about learning new skills and having fun along the way.
What’s hot in the STEM world right now? Your project should be like picking the coolest outfit for the season—stylish and up-to-date.
Your project should be a bit like learning a new dance. It’s not just about the end result; it’s about the moves you learn along the way.
Your project should be like leaving your mark on the world. How will it help others or add some extra sparkle to the STEM scene?
Finally, imagine your project is a story you can’t wait to tell your buddies. Prepare a cool show-and-tell—clear, fun, and with a touch of magic!

So, there you have it! Your STEM Capstone Project should feel like the coolest adventure in your favorite game, mixed with a bit of teamwork, creativity, and a whole lot of fun. Ready, set, STEM-magic time!

And that’s a wrap, STEM trailblazers! As we bid adieu to our Capstone Project Ideas for STEM Students journey, just know this is not a goodbye but a “see you later” in the world of science, tech, engineering, and math.

Your chosen project isn’t just a wrap-up of classes; it’s your chance to show the world what you’re made of—pure STEM magic. Whether you’re coding up a storm, concocting experiments, or engineering solutions, your Capstone Project is your time to shine.

So, as you tackle the challenges and revel in those “Aha!” moments, remember it’s all part of the ride. Big wins, tiny victories—they all count. Your STEM journey is more like a cool series finale, leaving everyone in awe.

This isn’t a farewell—it’s your springboard into what’s next. Your project isn’t just a project; it’s your story in the ever-evolving book of STEM. Your curious mind, your ability to adapt, and the skills you’ve polished during this journey are your forever companions.

So, go on, STEM pals! Let your Capstone Project be that masterpiece that makes everyone say, “Wow, that’s amazing!” Your brilliance is bound to light up the STEM galaxy.

Rock it, STEM champs! Your Capstone Project isn’t just an ending; it’s a launch into the stratosphere of STEM greatness.

Frequently Asked Questions

What is a capstone project in stem.

A capstone project in STEM is a culminating academic endeavor that allows students to apply their knowledge and skills to solve real-world problems in science, technology, engineering, or mathematics.

Can I collaborate with industry professionals on my capstone project?

Yes, collaborating with industry professionals is a great way to gain real-world experience and insights for your capstone project.

Smooth Your Transition to Industry with Capstone

Employers characterize Michigan Tech students as being ready “to hit the ground running.” Be prepared to put your best foot forward with the help of the Department of Electrical and Computer Engineering’s Capstone program. One to two semesters before graduation, each student is required to complete a Capstone project, which can be fulfilled through either a Senior Design or Enterprise option. Choose from a wide variety of exciting projects to cap off your undergraduate career right and help you transition to industry. No matter what you pick, both Senior Design and Enterprise deliver a real-world engineering-design experience.

Senior Design

Our “Discover, Design, Deliver” philosophy is at the cornerstone of our Senior Design program, in which students experience the entire design process of a project as it would be in industry. Students enrolled in Senior Design work as teams on client-based engineering projects, under the consultation of a client representative and the direction of a faculty advisor. Our Department’s Senior Design experience spans a full year, by the end of which a team has delivered design reviews, a final report, a formal presentation, and an end product to its client. In Senior Design, you’ll learn more about not only design, but also the business of engineering, including

Project management
Documentation
Intellectual property

Senior Design affords students not only solid, practical experience, but preparation for their first job. Past industry sponsors have included American Electric Power and Oshkosh Corporation.

[ Learn More About Senior Design ]

Enterprises are student-led companies embracing rich experiences in engineering design, team building, project management, and end-to-end original product development. Just as in Senior Design, Enterprise teams work under the direction of a faculty advisor.

The program gives teams of students from varied disciplines the opportunity to work for several semesters in a business-like setting to solve real-world engineering problems supplied by industry partners.

Join one of the Department’s many Enterprise teams , and tailor your degree to suit your own interests. Our Enterprises work on innovative projects spanning a wide range of areas.

Blue Marble Security
Robotic Systems
Wireless Communication

“Michigan Technological University and nearby printed circuit boards maker Calumet Electronics are partnering to bring hands-on manufacturing experience to engineering students.” Kerry Ebersole Singh in Talent Management , July 5, 2023

Facts & Figures
Accreditations
Maps and Directions
Faculty Distinctions, Awards and Honors
Engineering Honors
Computer Engineering
Global Programs
Student Organizations
Peer Teachers
Fast Track: Optimizing the transition from Undergraduate to Graduate Studies
Admissions and Aid
Entry to a Major Process
Research Areas
Undergraduate Research
Seminars and Distinguished Lectures
Industry Capstone Program
Industrial Affiliates Program

Recent Capstone Design Projects

See Texas A&M University computer science and engineering students' capstone projects. Seniors work on the projects throughout the year.

Projects by Research Area

Artificial intelligence, intelligent systems, machine learning and natural language processing.

Spring 2023
Spring 2024

Computer vision

Data science, electronic design automation and very large-scale integration, graphics, visualization and computational fabrication, human-computer interaction, software engineering, cybersecurity, projects by industry sponsor.

See some of our capstone projects sorted by the industry sponsor and semester.

ABS - American Bureau of Shipping

American airlines, boom boards, college of nursing - maternal, child & family initiatives, detectachem, program of excellence for mothers, children and families, the u.s. army combat capabilities development command - brl-cad.

Request Information
Find Faculty & Staff
Info For Toggle Info Return to Menu Menu
Search Open Search Close Search
Message from the Chair
Department Directory
Undergraduate Studies
Graduate Studies
Co-op & Experiential Learning
Research Areas
Research Centers and Institutes
Faculty and Staff Directory
Part-Time Faculty
Annual Reports
Honors & Distinctions
Faculty Hiring
Student Groups
ECE Diversity, Equity and Inclusion
Industrial Advisory Board
Resources for Current Students
In the Media
ECE Student Stories

ECE Capstone

The Department of Electrical and Computer Engineering (ECE) offers the Capstone Design senior level course, which is mandatory for all students. This two semester long course is one of the most challenging, exciting, and successful programs on campus. A number of industrial partners, research institutions, business school in connection to the entrepreneurship program, as well as many other internal and external sources are involved with this course.

The main objective of this course is to provide a multidisciplinary experience, integrating knowledge from the core, intermediate, and advanced courses in electrical and computer engineering. It has a single major course objective with a working project as an output. The course intends to give students experience in finding a satisfactory solution of an open-ended problem, which has more than one solution, and where the solution involves actual hardware that needs to work. The design is carried out in engineering teams.

Project Categories

A project involving each team gives valuable experience in planning, division of work, and maintaining individual accountability within a framework of group success. The students select projects according to the following three categories: (1) Industry-based capstone design projects, which are sponsored by industry; (2) Faculty-based advanced research projects, which are proposed by faculty through research centers such as CenSSIS, CDSP, etc; and (3) Student-based capstone design projects, which are proposed by the innovative ideas stemming from the students themselves.

Project Teams

Every year 20 teams are involved with fascinating projects trying to accomplish their design tasks. Each team consists of 4-6 members with expertise in hardware, software, signal processing, and system knowledge including communications and control systems. Constructed from solid devices, microprocessor, sensors, and other electronic components (all purchased within a specified budget), more than 80% of the projects are successfully completed. This is how our senior undergraduate students taking on challenging, hands-on engineering capstone design projects, building useful state of the art systems, guided by the faculty advisors. The students perform the design tasks in the capstone design laboratory, which is accessible 24 hours. A design competition is the final stage of this program in which a number of expert judges from the industry are invited to evaluate the best three projects.

A natural outcome of capstone experience is to introduce a strategy for reliable integration of research and curriculum development. It becomes possible to link multidisciplinary projects that integrate new; state-of-the-art research advances in emerging technology areas into upper-level undergraduate engineering curricula. A major objective is to involve faculty and researchers with the capstone program. In addition, this interaction is a motivating factor for our students to pursue graduate studies, to enhance their skills, and to facilitate employment opportunities.

Remote Capstone Design Policy

Capstone Director

Control Systems and Signal Processing; Robust and Optimal Control, Positive Dynamic Systems, Fault Detection, Observer Theory, Robotics and Distributed Control of Multi-Agent Systems, Control of Biological Systems

Project Title: Modular Accessible Controller System (MACS) (First Place) Team: William Eric Freeman, Natalie Potapov, Yuyang Zhou, Michael Mccooey, Jarrett Anderson, Liam Kennedy Advisor: Professor Canek Fuentes
Project Title: Best In Kard Entertainment (BIKE) (First Place) Team:, Jackson Heun, Adin Moses, Connor Nelson, Tyler Passerine, Sharwin Patil, Christopher Swagler Advisor: Professor Canek Fuentes
Project Title: Tunnel Device (Second Place) Team:, Yoseph Hamad , Ravi Prasad, Brian Schubert, Jonathan Tan, Micah Weston Advisor: Professor Kaushik Chowdhury
Project Title: RIFT: Robotic Intelligent Foosball Table (Second Place) Team: Jared Bingham, Theodore Davidson, Sunny Gu, Juan Martos , Owen Van Sickle Advisor: Professor Thomas Consi
Project Title: Autonomous Navigation and Docking for Distributed Robots (Third Place) Team: Jarrad Homer , Maulik Patel, Ben-Oni Voinqueur, David Antaski, Musheera Khondoker Advisor: Professor Bahram Shafai
Project Title: ExpLoRa: LoRa-based Telemetry System (Third Place) Team:, Brinda Dhawan, Jia Mu, Anthony Lee, Peter Rydzynski, Matthew McCauley, Owandari Briggs Advisor: Professor Bahram Shafai
Project Title: Sperm Whale Automated Tagging (SWAT) System (First Place) Team: Yonatan Arieh, Saul Blain, Peter Chang, Matthew Davidsen, Henry Psaltos, Nicole Tanneli Advisor: Professor Bahram Shafai
Project Title: MOTION: MAV Operated Tunnel Inspection using Object-classification Neural Networks (First Place) Team: Christian Burwell, Tianqi Huang, Rohit Pal, Michael Shen, Harrison Sun, Eagle Yuan Advisor: Professor Bahram Shafai and Taskin Padir
Project Title: Multi-Screen LED Entertainment System ( MSLES) (Second Place) Team: Colin Boisvert, William Hsia, Sean Magee, James Packard, Owen Zhang Advisor:Professor Charles Dimarzio
Project Title: Interface for Mobile Performance Analysis and Concussion Tracking ( I.M.P.A.C.T.) (Second Place) Team: Anthony Britton, Joe Durkin, Jack Duval, Steven Fried, Alex Kerwick, Michael Maurer Advisor: Professor Masoud Salehi
Project Title: Wheelchair Add-On Kit (Third Place) Team: Peter Brown, Ian Chan, Alejandro Hervella, Gokce Saracoglu, William Tower Advisor: Professor Masoud Salehi
Project Title: The Chandelier Project (Third Place) Team: Philip Andress, Gabriel Jentis, Patrick Jimenez, Conor McNulty, James Napier, Nicholas Thevenin Advisor: Professor Taskin Padir
Project Title: Terrestrial Roving Automatic Scrap Harvester (TRASH) (First Place) Team: John Chiaramonte, Jack Fenton, Lee Milburn, Catherine Ellingham, Jared Raines, Divya Venkatraman Advisor: Professor Waleed Meleis
Project Title: Autonobee (First Place) Team: Patrick Taylor, Nicole Johnson, Samuel Allegretti, Christian Bobowicz, Shawn Padilla Advisor: Professor Waleed Meleis
Project Title: MyoArm: Teleoperation Protocol of Robotic Arm using Surface Electromyography (Second Place) Team: Spencer Lake Jacobs-Skolik, Eric Alvarez, Joshua Kwok, Samuel Lambrecht, Rodrigo Panayotti Faraj Advisor: Professor Bahram Shafai
Project Title: Distributed System for Localization and Mapping (DLAM) (Second Place) Team: Spencer Brennessel, Ivan Kartashov, Arthur Kautz, Joe Yang, Joshua Zak Advisor: Professor Bahram Shafai
Project Title: NOTUS: An IOT Smart Ventilation System (Third Place) Team: Mallory Brown, Michael Gesuale, Kenny Lam, Ilaria Manneschi, Eric Pedersen, John Soliven Advisor: Professor Waleed Meleis
Project Title: Ride the Wave: Accessible Oscilloscope for Visually Impaired (Third Place) Team: Nicholas Fantasia, Jack Leightcap, Alex Marley, Nicholas Mullikin , Connor Northway Advisor: Professor Waleed Meleis

Project Title: The Flying Fisherman (First Place) Team : Padraic Burns, Brayden Lung, Ryan Lung, Julian Braun, John Bonilla Advisor: Professor Bahram Shafai

Project Title: Universal Power Converter (UPC) (First Place) Team : Anthony Cherubino, David Boullie, Jacob Landgrebe, Nicholas Hulsey, Soohan Kim Advisor: Professor Bahram Shafai
Project Title: Drone Inspection in Virtual Reality ( OVRLook) (Second Place) Team: Emily Belk, Jonathan Cohen, Ryan Milligan, Jan Ritzenhoff, and Jason Serpe Advisor: Professor Taskin Padir
Project Title: SmartyPill – Automatic Pill Dispensing: Chuck 2 (Second Place) Team: Matthew Swenson, Thomas Keith, Christian Kuss, Brock Fenbert, Thomas Doyle Advisor: Professor Charles Dimarzio
Project Title: SkinSweep (Third Place) Team: Josh Fish, Jake Howard, Reed Kellett, Oliver Vazquez, Alan Zhou Advisor: Professor Bahram Shafai
Project Title: Autonomous Robot for Ultraviolet Sanitization (ARUS) (Third Place) Team: Evan Aguirre, Zialynn Anderson, Gavin Chandler, Matthew Downing, Arkin Mukherjee, Parth Parekh Advisor: Professor Bahram Shafai

60+ Inspiring Capstone Project Ideas for STEM Students: Unlocking Excellence

Post author By admin
October 3, 2023

Discover a range of innovative and challenging capstone project ideas for STEM students.

Hey there, STEM enthusiasts! We get it; you’re not just studying science, technology, engineering, or math – you’re living it.

And now, you’ve reached that thrilling moment in your academic journey: the capstone project. It’s like the grand finale of a spectacular fireworks show, where all your hard-earned knowledge bursts into a brilliant display of real-world application.

But hold on – choosing the right capstone project can feel a bit like picking your superpower for the future. Exciting, right? Well, that’s where we come in.

In this guide, we’re serving up a buffet of capstone project ideas specially crafted for STEM students like you. We’ve got everything from mind-bending tech wizardry to earth-saving eco-innovations.

Whether you’re into building robots that might just take over the world (kidding!) or exploring the mysteries of the human genome, we’ve got you covered.

So, let’s ditch the ordinary, embrace the extraordinary, and find that one project that’s going to make your STEM journey legendary. Ready to dive in? Let’s roll!

Table of Contents

What is Capstone Project Ideas for Stem Students?

Alright, listen up, STEM folks! Capstone projects? They’re like the big, epic finale of your journey through science, tech, engineering, and math. It’s where you get to flex those brain muscles and apply everything you’ve soaked up in the classroom to real-life challenges.

But here’s the kicker: picking the right project? It’s kind of a big deal. This ain’t just any old assignment; it’s your chance to shape your future career path.

So, in this article, we’re not just scratching the surface – we’re diving headfirst into a treasure trove of Capstone Project Ideas, tailor-made for STEM students.

Our mission? To help you find that spark, that “a-ha” moment, that will light up your academic journey. Ready to roll? Let’s do this!

Importance of Capstone Project Ideas for Stem Students

Alright, buckle up because we’re diving into why Capstone Projects are like the secret sauce of STEM education. These projects are a big deal, and here’s why:

Putting Knowledge to Work

You know all that stuff you’ve been learning in your STEM classes? Capstone projects are where you finally get to roll up your sleeves and put that knowledge to practical use. It’s like taking a test, but the real world is your exam paper.

Mixing It Up

STEM isn’t just one thing; it’s a melting pot of science, tech, engineering, and math. Capstone projects are like your chance to be the mad scientist mixing all these disciplines to cook up something amazing. It’s where you see how different fields can work together to solve complex problems.

Unleash Your Inner Genius

Remember those crazy ideas that kept you awake at night? Capstone projects give you the green light to bring those ideas to life. They’re all about innovation and letting your creativity run wild.

Hands-On Learning:

Forget about textbooks and lectures for a moment. Capstone projects are where you get your hands dirty (figuratively, most of the time). You learn by doing, and that’s an experience you can’t put a price on.

Becoming Sherlock Holmes

Investigating, researching, and analyzing data become your superpowers. Capstone projects turn you into a detective, seeking answers and solving mysteries.

Boss-Level Skills

Ever heard of project management and teamwork? Capstone projects are like your crash course in these essential skills. You learn how to work in a team, meet deadlines, and communicate like a pro.

Finding Real-World Problems

Capstone projects aren’t just for grades; they’re about addressing real-world problems. You become a problem-spotter, finding issues in your field that need fixing.

Supercharging Your Resume

Completing a Capstone Project is like having a golden ticket on your resume. Employers love seeing that you’ve tackled a real-world challenge and come out on top.

Changing the Game

Sometimes, your Capstone Project isn’t just a project; it’s a game-changer. You might stumble upon something so cool that it pushes the boundaries of what’s known in your field.

Opening Doors

Collaborating with experts and industry pros isn’t just a possibility; it’s often a reality in Capstone projects. These connections can open doors to your future career.

Making a Real Difference

And here’s the kicker – some Capstone Projects aren’t just about you; they’re about making the world a better place. Whether it’s in healthcare, sustainability, or technology, your project can have a positive impact on society.

Showcasing Your Awesomeness

Completed Capstone Projects are like trophies. They’re proof of what you’re capable of and a source of inspiration for future STEM students.

In a nutshell, Capstone Projects are like the stage where you step into the spotlight and showcase your STEM superpowers.

They prepare you for the real world, fuel innovation, and help move the needle in science and technology. So, get ready to rock your Capstone journey!

Capstone Project Ideas for Stem Students

Have a close look at capstone project ideas for stem students:-

Engineering and Technology

Solar-Powered Gadgets: Design solar-powered phone chargers, backpacks, or outdoor lighting.
Autonomous Robots: Create a robot for search and rescue operations or autonomous delivery.
Smart Home Automation: Develop a home automation system that responds to voice commands.
3D Printing Advancements: Research and improve 3D printing materials and techniques.
Electric Vehicle Prototypes: Design electric bikes, scooters, or small urban electric vehicles.
Aerospace Innovations: Develop drones for agricultural monitoring or low Earth orbit satellites.
Renewable Energy Innovations: Build a small-scale wind turbine or experiment with tidal energy.
Biomedical Breakthroughs: Invent wearable medical devices for remote patient monitoring.
Environmental Conservation Initiatives: Create an app to report and track environmental issues in your community.
Robotics and Automation: Design a robotic system for assisting individuals with disabilities.

Biotechnology and Healthcare

Genetic Engineering: Engineer bacteria for biodegradable plastics production.
Telemedicine Solutions: Create a telemedicine platform for mental health support.
Drug Discovery Algorithms: Develop algorithms to predict potential drug interactions.
Biomedical Imaging Enhancements: Improve MRI or ultrasound imaging technology.
Prosthetic Limb Innovations: Design advanced prosthetic limbs with sensory feedback.
Stem Cell Therapies: Research the use of stem cells in regenerative medicine.
Precision Medicine Tools: Develop tools for tailoring medical treatments to individual genetics.
Medical Data Privacy Solutions: Create secure systems for handling sensitive medical data.
Healthcare Access Apps: Design apps for improving healthcare access in underserved areas.
Virtual Reality in Healthcare: Develop VR simulations for medical training and therapy.

Environmental Science and Sustainability

Eco-Friendly Building Solutions: Construct green buildings with innovative energy-saving features.
Waste Reduction Initiatives: Implement a smart waste management system in urban areas.
Clean Water Technologies: Invent low-cost water purification systems for rural communities.
Climate Change Mitigation Strategies: Develop strategies for reducing carbon emissions in industries.
Urban Green Spaces: Create plans for urban parks and green spaces to combat urban heat islands.
Renewable Energy Storage: Investigate novel methods for storing energy from renewable sources.
Sustainable Agriculture Solutions: Design vertical farming systems for urban food production.
Marine Conservation Innovations: Develop technologies to protect and restore marine ecosystems.
Biodiversity Monitoring Tools: Create apps and devices for monitoring wildlife populations.
Renewable Energy Education: Develop educational programs to raise awareness about renewable energy.

Computer Science and Data Science

AI-Powered Language Translation: Build a language translation tool that uses AI to enhance accuracy.
Machine Learning for Healthcare Diagnostics: Develop ML models for early disease detection.
Cybersecurity Advancements: Create an AI-driven cybersecurity platform for threat detection.
Data Analytics for Social Impact: Analyze data to identify social issues and propose solutions.
Quantum Computing Algorithms: Design quantum algorithms for solving complex computational problems.
Blockchain Applications: Develop blockchain-based systems for secure transactions or voting.
Virtual Reality for Education: Build immersive VR educational experiences for students.
IoT in Smart Cities: Create IoT solutions for improving urban infrastructure and services.
Natural Language Processing Chatbots: Design chatbots that assist with customer service or information retrieval.
Data Visualization for Climate Change: Develop visualizations to communicate climate data effectively.

Space Exploration and Astronomy:

CubeSat Missions: Plan and execute CubeSat missions to study Earth’s atmosphere or space phenomena.
Exoplanet Discovery Tools: Create algorithms and tools for identifying exoplanets.
Astrobiology Research: Investigate extreme environments on Earth as analogs for extraterrestrial life.
Space Tourism Initiatives: Design spacecraft or systems for commercial space travel.
Asteroid Impact Mitigation: Develop strategies for deflecting potentially hazardous asteroids.
Lunar Base Planning: Create blueprints for sustainable lunar bases or habitats.
Satellite-Based Earth Monitoring: Build sensors and instruments for monitoring Earth from orbit.
Space Debris Cleanup Technologies: Engineer systems for removing space debris.
Mars Colony Concepts: Design habitats and infrastructure for future Mars colonies.
Astronomy Outreach Apps: Develop apps for stargazing and astronomy education.

These project ideas offer a wide spectrum of exciting possibilities for STEM students to explore and contribute to their respective fields.

What are the capstone topics for stem?

STEM capstone topics are typically broad and interdisciplinary, and they allow students to apply the knowledge and skills they have learned throughout their STEM education to solve a real-world problem. Some examples of capstone topics for STEM students include:

Developing a new way to generate renewable energy
Designing a more sustainable transportation system
Creating a new medical device or treatment
Developing a new software application or algorithm
Improving the efficiency of a manufacturing process
Reducing the environmental impact of a product or service
Developing a new educational program to teach STEM concepts
Designing a more accessible and inclusive community
Addressing a social or economic challenge through STEM innovation

What is the Capstone Project for stem students?

Alright, so picture this: the Capstone Project for STEM (Science, Technology, Engineering, and Mathematics) students is like the thrilling climax of their academic adventure.

It’s where all that brainpower they’ve been accumulating throughout their STEM journey gets its moment to shine – by taking on actual, real-world problems.

Think of it as the ultimate challenge where they don’t just read about stuff in textbooks; they roll up their sleeves and get their hands dirty, so to speak. It’s the part where theory meets practice, and things get exciting.

Now, what’s on the menu for these projects? Well, it’s like a buffet of possibilities. STEM students can work solo or team up, and they might find themselves researching, tinkering, designing, or even inventing stuff. All with one goal in mind: making a tangible difference in their chosen STEM field.

But it’s not just about acing an assignment; it’s about preparing for their future careers. These projects teach them how to think critically, collaborate seamlessly, and confront real-world challenges head-on.

It’s not just education; it’s a taste of what awaits them in the dynamic world of STEM.

What is an example of a capstone topic?

Imagine having the power to foresee when a customer might bid farewell to a product or service. That’s customer churn, and it’s a puzzle that businesses need to solve.

Predicting customer churn is like having a crystal ball that helps identify customers at risk of leaving and take proactive steps to keep them on board.

So, what’s the scoop on this capstone project? It’s all about crafting a machine learning model that can predict customer churn based on past data. Businesses can use this model to pinpoint customers who might be on the verge of leaving and then craft personalized strategies to keep them happy.

But hold on, that’s just one flavor of the STEM capstone ice cream parlor. Here’s another tasty one in the realm of mechanical engineering:

Revolutionizing Prosthetic Limbs: Comfort and Functionality Redefined

Prosthetic limbs are like real-life superheroes for people who’ve lost their own limbs. But let’s be honest, there’s always room for improvement. This capstone project is a ticket to the world of designing and building a prosthetic limb that’s not just functional but also super comfortable.

Imagine this: cutting-edge materials, groundbreaking technologies, and innovative designs coming together to create a prosthetic limb that goes beyond expectations.

But hey, the STEM capstone universe is vast, and there are countless other galaxies to explore, such as:

Powering the World with Renewable Energy: Dreaming up new ways to harness renewable energy sources and save the planet.
Eco-Friendly Commutes: Crafting a sustainable transportation system for a greener tomorrow.
Medical Marvels: Inventing groundbreaking medical devices or treatments to enhance healthcare.
Software Wonders: Developing game-changing software or algorithms to simplify our lives.
Manufacturing Efficiency: Streamlining production processes for greater productivity and sustainability.
Environmental Guardians: Reducing the environmental impact of products or services for a cleaner Earth.
STEM Education Revolution: Creating exciting educational programs to make STEM concepts accessible to all.
Inclusive Communities: Designing communities that embrace diversity and accessibility.
Tackling Global Challenges: Using STEM innovation to address complex social and economic issues.

When you’re choosing your capstone topic, remember it’s your chance to shine. Consider what tickles your curiosity, matches your skills, and aligns with your career dreams.

And don’t forget to have a chat with your advisor or mentor for some valuable insights and guidance. Happy capstone adventures!

How do I get ideas for a Capstone Project?

Check out how to get ideas for a capstone project:-

Explore Your Passions

Kickstart your idea quest by diving into your passions and interests. Think about what genuinely fires you up within your field of study. When you’re passionate about a project, it doesn’t feel like work; it feels like a thrilling adventure.

Real-World Challenges

Shift your focus to the real world. What are the burning problems or challenges that industries or communities are facing right now? Your Capstone Project could be the solution they’ve been waiting for.

Course Curiosity

Recall those “Aha!” moments in your classes. Were there topics or concepts that made you sit up and take notice? Delving deeper into one of these could be the start of a captivating project.

Seek Expert Guidance

Don’t be shy about tapping into the wisdom of your professors, advisors, or mentors. They’re like treasure chests of knowledge and can point you in the direction of intriguing project ideas.

Industry Insights

Take a virtual tour of your field’s online spaces. Look at industry blogs, forums , or websites to discover the latest trends, innovations, and hot topics. It’s like eavesdropping on the professionals’ secret conversations.

Team Brainstorming

If you’re up for it, consider teaming up with classmates. Sometimes, two (or more) heads are better than one. Brainstorm together to cook up a project idea that gets everyone excited.

Project Archives

Dive into the past. Check out previous Capstone Projects from your school or program. While you’re there, see if you can add a unique twist to a familiar topic.

Research Opportunities

Sneak a peek at what’s cooking in your department’s research labs or ongoing initiatives. Joining an existing project might be your ticket to becoming a project superstar.

Expert Interviews

Reach out to the experts. Conduct interviews or surveys with professionals in your field. Their insights might just be the inspiration you need.

Personal Stories

Reflect on your own life experiences. Has a personal challenge or journey sparked an idea? Sometimes, the best projects come from personal stories.

Social Good

Think about projects that can make the world a better place. Projects with a positive impact on society or the environment often feel incredibly rewarding.

Futuristic Tech

Explore the cutting-edge stuff. Keep an eye on emerging technologies or innovative approaches. Your project could be the next big thing.

Feasibility Check

While dreaming big is great, make sure your project idea is feasible within the confines of your program’s time, resources, and your own expertise.

Get Creative

Embrace creativity. Dedicate some time to brainstorming sessions. Let your imagination run wild, jotting down all those wild ideas. Later, you can sift through them to find the golden nuggets.

Remember, your Capstone Project should feel like an adventure, not a chore. Take your time, let the ideas simmer, and choose the one that makes your heart race with excitement.

That’s the idea that’s going to propel you to Capstone success. Happy brainstorming!

In wrapping up our exploration of Capstone Project ideas for STEM students, let’s remember that this journey is nothing short of thrilling. It’s a world brimming with opportunities waiting for your genius touch.

As you venture into this territory, keep your passions close at heart. Seek out those real-world challenges that ignite your curiosity and resonate with your values.

Don’t hesitate to lean on the wisdom of your mentors and peers for guidance; they’ve been there and have invaluable insights to share.

Whether you find yourself immersed in renewable energy, pioneering medical breakthroughs, or tackling societal issues head-on with STEM innovation, your Capstone Project is your chance to shine.

It’s your canvas to paint your ideas, your passion, and your creativity. It’s the first chapter in your journey to shaping a brighter future through STEM.

So, embrace the adventure, let your imagination soar, and embark on your Capstone Project journey with confidence. The world is waiting for your innovative solutions, and the possibilities are endless.

Your STEM story is just beginning.

Frequently Asked Questions

How do i choose the right capstone project for me.

Consider your interests, skills, and career goals. Choose a project that excites you and aligns with your future aspirations.

Are there any funding opportunities for Capstone Projects?

Many universities and organizations offer grants and scholarships for STEM projects. Research and apply for funding opportunities early.

Can I collaborate with other students on a Capstone Project?

Collaboration can enhance your project’s scope and creativity. Consult with your advisor and explore team projects.

What should I do if I encounter challenges during my Capstone Project?

Don’t hesitate to seek guidance from professors, mentors, or online communities. Challenges are opportunities for growth.

How can I make my Capstone Project stand out to potential employers?

Focus on innovation, documentation, and presentation. Showcase your problem-solving skills and the real-world impact of your project.

What’s the importance of networking during my Capstone Project journey?

Networking can open doors to opportunities, mentorship, and industry connections. Attend conferences and engage with professionals in your field.

australia (2)
duolingo (13)
Education (284)
General (78)
How To (18)
IELTS (127)
Latest Updates (162)
Malta Visa (6)
Permanent residency (1)
Programming (31)
Scholarship (1)
Sponsored (4)
Study Abroad (187)
Technology (12)
work permit (8)

UCSB Computer Science Computer Science Capstone: Project Design and Development

2-quarter sequence: fall/winter quarters.

The capstone course sequence presents an opportunity to develop innovative solutions to real industry problems. You won't find answers to these problems in a textbook, on a message board, or in off-the-shelf software package -- because students in this class are among the first ever to be able to solve them. Working together with industry leaders, student teams take on the most challenging problems of the day with technological innovation, creativity, and boatloads of hard work.

The capstone course sequence is offered during the Fall and Winter quarters at UCSB with Capstone projects presented to public during the UCSB CS Summit in March in Corwin Pavillion!

189A Instructor -- Chandra Krintz [website] , UCSB Computer Science — Teaching Assistants -- TBD Rutvik Jha , UCSB Computer Science, Sahil Naik , UCSB Computer Science --> 189B Instructor -- Dahlia Malkhi [website] , UCSB Computer Science, — Teaching Assistants -- TBD Satyam Awasthi , UCSB Computer Science, Shubham Talbar , UCSB Computer Science -->

Final Project Presentations at UCSB CS Summit

The teams will present their project posters and presentations at the 2025 CS summit. Details on the summit, including the schedule, will be posted during the Winter Quarter here .-->

2022 CS CAPSTONE Thank you to everyone attending the 2022 CS Summit and CS Capstone presentation event . Here is some information about the March 2022 event:

2022 COE News Article on the Event
CS Summit Presentation Slides
CS Summit Capstone'22 Photos
First place: SmartGrid -- Team Pina Colada, Mentor: AgMonitor
Second place: VCare -- SegFault, Mentor: WellHealth
Third place: NOMADS -- Man 2 , Mentor: The Navy / NAVAIR

Congratulations to all teams for successfully completing their 2021/22 CS Capstone projects! Special thanks to this year's amazing mentors/sponsors!

What are people saying about Capstone?

"Capstone was the single best experience I had in all of my 16+ years of education (except for maybe coloring in first grade). I learned more in the 5 months of Capstone than I did in the first three years of college combined. What can I say about a program that helped me learn about the industry as well as helped me get my first job out of college? AWESOME!" — Zack Warburg, Software Engineer, AppFolio

"CS189 not only helped me during job interviews but also the project I am working on with PowerPoint is very similar to the project that my group worked on (the online slide sharing app)" — Melissa Hunter, Software Design Engineer, Microsoft

"As far as getting a job goes, CMPSC 189 is probably one of the most useful things you can do as an undergrad." — Brendan Blackwood, iContact.

"Many projects I am working on now I find myself going through the same steps I did in CMPSC 189 class. From gathering requirements, producing design specs, and ultimately presenting my work." — Chris Fattarsi, Web Developer, NASA Ames Research Center

"In the past we have worked with Appfolio, Artera, Forta, Microsoft, Qualcomm, Aerospace Corp, FindTheBest, JPL, the US Navy, and many other companies and organizations to take on wide range of interesting problems in Computer Science. If you are interested in participating either as a student or a sponsor, please reach out!" — Chandra Krintz, Professor of Computer Science and co-instructor for CS 189

© 2014-2028 Tevfik Bultan, Chandra, Krintz, Christopher Kruegel, Tim Sherwood, Jianwen Su, Tobias Höllerer, and Giovanni Vigna

Template design by Andreas Viklund , photo from Dhilung Kirat

Senior Capstone Projects

Capstone Overview

During the senior year, all computer engineering students are required to take the Senior Computer Systems Project courses also known as the Senior "Capstone" Project. This course helps satisfy CE Major Degree Requirements in the Senior Elective Study Plan.

The Capstone Project gives Computer Engineering students the opportunity to put their education into practice. Students, working in small teams, design and engineer innovative hardware and software systems using techniques from robotics, distributed systems, circuit design, networking, and real-time systems to tackle problems and create a final "tangible" project.

Senior Project Courses

Student groups design a significant computer-based project. Groups work independently with interaction among groups via interface specifications and informal meetings.

Electrical and Computer Engineering 189A/B/C - Course Website

Instructor (2018-19): Dr. Yogananda Isukapalli (ECE 189A/B/C)

ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member, and projects are intended to be the culmination of the students' undergraduate education, incorporating both significant hardware and software components and, in some cases, mechanical components as well. CE Capstone Projects offer students real-world experience in the lifespan of developing an embedded system: identifying a problem, designing to required specifications, managing budgets and printed circuit board fabrication, and delivering their finished product on time.

CE capstone projects fall into several categories: (i) Student defined projects, in which students come up with the design idea on their own; (ii) Industry sponsored projects, in which an industry partner specifies a design challenge of interest to their organization; (iii) Research group projects, in which a research group at UCSB poses a design challenge; (iv) Student project competitions, in which students enter as contestants in an organized competition.

ECE 189 Senior Projects will be presented on the first Friday in June at the ECE 189 Capstone Project Presentation Event and the Engineering Design Expo (EDx).

Computer Science 189A/B - Course Website

Instructors (2018-19): Profs. Chandra Krintz (CMPSC 189A) and Tevfik Bultan (189B)

Throughout this two course sequence, student teams engage in all aspects of a engineering problem including design, prototype, testing, deployment, and public demonstration. The course is based on a learn-by-doing approach in which teams employ cutting-edge software technologies, tools, and engineering practices to construct significant software applications and systems. Unique to the UCSB CS Capstone is industry collaboration. Top companies from around the country partner with and mentor student teams. Industrial participants propose project ideas (that range from well-defined to wide open) from which student teams choose, as part of short, competitive “pitches”. The series culminates in a public project presentation and demonstration by each team at Summit CS in March.

2018 Best Capstone Projects – CS 189

1st place : Stage Presence (LogMeIn)
2nd place : Schrute Farms (Invoca)
3rd place : Not Our (Seg)Fault (Novacoast)

Projects presented in March 2018 @ the Summit.cs Event >>>

ECE 189 Capstone 2019 Presentation Event & Engineering Design Expo (EDx)

Will be held on June 7 (Fri) – ESB 1001 and Campbell Hall

2019 Best Capstone Projects - ECE 189

Excellence in CE : XXXX
Engineering Innovation in CE : XXXX

2019 projects were presented on June 7 (Fri) @ the Capstone Presentation Event & the COE Engineering Design Expo

ECE 189 Project Descriptions / Teams (2018-19)

BLiPS (Arthrex) : a real time indoor positioning system that tracks the movement of doctors and nurses in an operating room environment
Cloud Control (AeroVironment) : a wireless communication system which remotely transmits voice data to a drone which then broadcasts it to any targets below
Drone Scout (LGS Innovations) : a self-contained, FPGA accelerated millimeter wave radar system capable of collecting detailed information of drones, such as size and speed, in a targeted area
Eternal Flight (Toyon Research Corp.) : an in-flight battery exchange system that extends drones flight time by eliminating the need to land and recharge
Hands-On Flight : (Arveng Technologies ): a glove embedded with an array of sensors that provides intuitive real-time control over a drone
IEA Linguistics (IEA Lab) : an interactive voice assistant that incorporates natural language processing and automation to assist integrated circuit product engineers
Watchdog (NASA) : aids astronauts in correctly adhering to mission procedures by utilizing computer vision and sensor embedded tools to provide guidance when necessary

9:00a-12:00p – CE Capstone Project Presentations in the Engineering Science Bldg (ESB), Room 1001
2:00-4:00p – EDx Poster Session in the Corwin Pavilion Courtyard
4:00-5:00p – EDx Showcase in Corwin Pavillion

ECE 189 Capstone Project Presentation Event (9a-12p) >>>

2018 Engineering Design Expo – EDx (2-5p) >>>

College of Engineering (CoE) Capstone Project website >>>

Learn about the CS 189 Project Event:

summit.cs (full schedule): undergrad Capstone presentations, grad student lectures, poster session, keynote (Lise Getoor, UC Santa Cruz) and more...
CS Senior "Capstone" Projects – overview, course info (CS 189A/B), student/industry teams & projects, sponsors

CS 189 Capstone 2019 Presentations @ summit.cs

The event was held on March 13 (Wed), 2019 – Corwin Pavilion

2019 Best Projects – CS 189 Capstone

1st place : '); Drop Table Teams (Appfolio)
2nd place : High Voltage Society (Arthrex)
3rd place : Pretty Lil LeetCoders (Logmein)

Projects presented in March 2019 @ the Summit.cs Event >>>

CS 189 Project Descriptions / Teams (2018-19)

//TODO: Team Name (Aerospace) : Facial recognition and analysis that informs a user whether or not they are tired.
'); Drop Table Teams (Appfolio) : Augmented reality iOS application to virtually place home furnishings with the ability to view and edit in real time
High Voltage Society (Arthrex) : Provides surgeons with real-time instrument inferences and overall procedure metrics
Odyssey (CJ Affiliate) : Intelligent offer categorizer for text and image processing
InTouch With My Health (InTouch Health ) : Provides physicians real time patient data from apple watch health kit
WaitForMe (Invoca) : Saves people time by waiting on hold for them
Pretty Lil LeetCoders (Logmein) : analyze user's form when performing an exercise and suggests ways that it can be improved or if it is good
Human Error is a Myth (Novacoast) : Query based data aggregating, web application for computer security pen testing
The Goodfellas (Pivotal) : A Web UI that helps users schedule and run containers on Kubernetes clusters
Yao and "Friends" (Workday) : BARC 2 aims to make the user experience of managing school finances intuitive

Computer Engineering Program • University of California, Santa Barbara Copyright © The Regents of the University of California, All Rights Reserved. UC Santa Barbara, Santa Barbara CA 93106-9560 (805) 893-5615 • [email protected] Last Modified 3-may-19 • Terms of Use • Privacy

Awards and Funding
Undergraduate Teaching Assistantships
Undergraduate Student Advising
Peer Advisors
Undergraduate Course List
Opportunities
Vancouver Summer Program
TA Access to Canvas
Graduate Student Advising
Graduate Course List
Policies and Procedures
Biomedical Technologies
Communication Systems
Computer and Software Systems
Emerging Micro/Nano Technologies
Energy Systems
Optimization, Learning, Control
Graduating PhD/MASc Students
Pets of ECE
Societies and Clubs
Student Teams
Health & Wellness
Academic Resources for Students
Lightning Talks
ECE Calendar
ECE News Archive
Graduate Student Newsletter Archive
Past Events
ECE Graduate and Postdoctoral Studies Student Perspective Stories
Industry Partnerships
Communicate with ECE
EDII Suggestion Box
Head’s Message
Faculty Positions
Staff Positions
Safety in ECE
Room Bookings
Student Societies and Clubs
Powerpoint Templates
ECE Zoom Backgrounds

2023-2024 Design & Innovation Day Project Showcase

A capstone design project is a major component of our engineering curriculum. capstone students will design a product/service of significance, and solve an open-ended problem in electrical or computer engineering., students must register to the specific capstone project course related to their program and option, as the nature of the projects offered will be different. , are you a member of industry interested in getting involved to find out more please visit our call for capstone proposals page, or to learn more about submitting a project proposal visit our project submission page ., interested in seeing some of our past capstone projects see some of the award winning projects from 2020 below, and check out the 2022/2023 and 2021/2022 capstone award winners.

CPEN 491 Computer Engineering Capstone Design Project

Elec 491 electrical engineering capstone design project , elec 494 biomedical engineering capstone design project, take a look at some previous year’s projects: 2021 , 2020 , and 2019 ., some of the skills gained through participation in a capstone project:, – work in a team, – communicate with a client, – formulate and analyze a problem, – explore and propose a solution, – manage a budget and run a cost evaluation, – present to an audience in written and verbal format , – implement and validate a working prototype of your proposed solution, course structure, capstone runs from september to april and counts for 10 credits. students are grouped into teams of four to six and focus on working with a client or customer. in many cases, the client will be from local industry or from an organization on campus., each project will be assigned an instructor, who will act as your supervisor. you may also be assigned a project mentor or advisor to provide expertise as required., you will be supplied funds for the project., two afternoons each week will be reserved for the capstone design project courses to allow for regular meetings with your supervisor for:, – progress reports, – in-class instructions, – invited lectures, – student presentations, – team meetings and work time, each student is expected to put about 260 hours of work across both terms into this project., if you know of any industry members who would like to submit a project, or if your co-op employer is interested in offering a project, please contact [email protected] or visit the capstone partners page..

CS Electrical & Electronics

Top 100 Capstone Project Ideas For Engineering Students In 2022

Hello guys, welcome back to my blog. In this article, I will share the top 10 capstone project ideas for engineering students in 2021, what is a capstone project, topics for a capstone project, etc.

If you have any electrical, electronics, and computer science doubts, then ask questions . You can also catch me on Instagram – CS Electrical & Electronics .

Also, read:

Top 10 MATLAB Projects For Electrical And Electronics Engineers .
Final Year Projects For Electrical Engineering .
100 + Electrical Engineering Projects For Students .

Capstone Project Ideas

What is a Capstone Project?

A capstone project is done for one year by students, they will work on a project for two-semester. In the capstone project, students will study the research papers in deep and design their project by using some tools.

Capstone Project Ideas Are

01. Testing Method and Application for Impulse- Dispersed Current Around Earthing Devices in Power Transmission Networks

02. Fuzzy Approach to Student-Project Allocation (SPA) Problem .

03. Maritime DC Power System With Generation Topology Consisting of Combination of Permanent Magnet Generator and Diode Rectifier .

04. An Urban Charging Infrastructure for Electric Road Freight Operations: A Case Study for Cambridge UK .

05. Low-Voltage Unipolar Inverter Based on Top-Gate Electric-Double-Layer Thin-Film Transistors Gated by Silica Proton Conductor .

06. Safety Distance Analysis of 500kV Transmission Line Tower UAV Patrol Inspection .

07. Analysis of Electrical Impedance Myography Electrodes Configuration for Local Muscle Fatigue Evaluation Based on Finite Element Method .

08. A Comprehensive Review of Wireless Charging Technologies for Electric Vehicles .

09. Electric Vehicle Battery Cycle Aging Evaluation in Real-World Daily Driving and Vehicle-to-Grid Services .

10. Coordinated Scheduling for Improving Uncertain Wind Power Adsorption in Electric Vehicles—Wind Integrated Power Systems by Multiobjective Optimization Approach .

11. Sub-THz Circularly Polarized Horn Antenna Using Wire Electrical Discharge Machining for 6G Wireless Communications .

12. Space Vector Modulation for Distributed Inverter-Fed Induction Motor Drive for Electric Vehicle Application .

13. Bidirectional Three-Level Cascaded Converter With Deadbeat Control for HESS in Solar-Assisted Electric Vehicles .

14. Harmonics and Interharmonics Analysis of Electrical Arc Furnaces Based on Spectral Model Optimization With High-Resolution Windowing .

15. Ageing: Causes and Effects on the Reliability of Polypropylene Film Used for HVDC Capacitor .

16. The Probabilistic Evaluation of Net Present Value of Electric Power Distribution Systems Based on the Kaldor–Hicks Compensation Principle .

17. Decentralized Charging of Plug-In Electric Vehicles and Impact on Transmission System Dynamics .

18. HPC-Based Probabilistic Analysis of LV Networks With EVs: Impacts and Control .

19. Development of a Portable Electrochemical Impedance Spectroscopy System for Bio-Detection .

20. Risk Assessment on Offshore Photovoltaic Power Generation Projects in China Using D Numbers and ANP .

21. Analysis of Dynamic Processes in Single-Cell Electroporation and Their Effects on Parameter Selection Based on the Finite-Element Model .

22. A New Coil Structure and Its Optimization Design With Constant Output Voltage and Constant Output Current for Electric Vehicle Dynamic Wireless Charging .

23. A Graphical Game Approach to Electrical Vehicle Charging Scheduling: Correlated Equilibrium and Latency Minimization .

24. Sensitivity Guided Image Fusion for Electrical Capacitance Tomography .

25. Design and Building of an Automatic Alternator Synchronizer Based on Open-Hardware Arduino Platform .

26. A Phaseless Microwave Imaging Approach Based on a Lebesgue-Space Inversion Algorithm .

27. Direct Phase-Change Cooling of Vapor Chamber Integrated With IGBT Power Electronic Module for Automotive Application .

28. Vulnerability Assessment of Equipment Excited by Disturbances Based on Support Vector Machine and Gaussian Process Regression .

29. A New Finite-Element Method to Deal With Motion Problem of Electromagnetic Rail Launcher .

30. A Novel Ultralow RON,sp Triple RESURF LDMOS With Sandwich n-p-n Layer .

31. Design and Verification Test of an HTS Leakage Flux-Controlled Reactor .

32. An Ordered Curtailment Strategy for Offshore Wind Power Under Extreme Weather Conditions Considering the Resilience of the Grid .

33. Current Reconstruction of Bundle Conductors Based on Tunneling Magnetoresistive Sensors .

34. WSN-Based Measurement of Ion-Current Density Under High-Voltage Direct Current Transmission Lines .

35. Influence of Rotor-Pole Number on Electromagnetic Performance of Novel Double-Rotor Hybrid Excited Axial Switched-Flux Permanent-Magnet Machines for EV/HEV Applications .

36. Electromagnetic Vibration and Noise of the Permanent-Magnet Synchronous Motors for Electric Vehicles: An Overview .

37. Incentive-Compatible Market Clearing for a Two-Stage Integrated Electricity-Gas-Heat Market .

38. Teaching Power Electronics With a Design-Oriented, Project-Based Learning Method at the Technical University of Denmark .

39. A Circuits and Systems Perspective of Organic/Printed Electronics: Review, Challenges, and Contemporary and Emerging Design Approaches .

40. MgO Based Magnetic Tunnel Junctions With Co20Fe60B20 Sensing Layer for Magnetic Field Sensors .

41. Reduction of Offset Field in Top-Pinned MTJ With Synthetic Antiferromagnetic Free Layer .

42. Cost-Effective Printed Electrodes Based on Emerging Materials Applied to Biosignal Acquisition .

43. A Review and Analysis of Automatic Optical Inspection and Quality Monitoring Methods in Electronics Industry .

44. Improved English Immersion Teaching Methods for the Course of Power Electronics for Energy Storage System in China .

45. New Improved Model and Accurate Analytical Response of SiPMs Coupled to Read-Out Electronics .

46. Graphene Field-Effect Transistors for Radio-Frequency Flexible Electronics .

47. Statistical Write Stability Characterization in SRAM Cells at Low Supply Voltage .

48. Teaching Electronics to Aeronautical Engineering Students by Developing Projects .

49. Improved ON-State Reliability of Atom Switch Using Alloy Electrodes .

50. Hybrid Thermal Modeling to Predict LED Thermal Behavior in Hybrid Electronics .

51. Fabrication of Phase-Shifted Fiber Bragg Grating by Femtosecond Laser Shield Method .

52. Humidity Sensor Based on Fabry–Perot Interferometer and Intracavity Sensing of Fiber Laser .

53. Switching Performance Analysis of Vertical GaN FinFETs: Impact of Interfin Designs .

54. Analysis of Thickness Variation in Biological Tissues Using Microwave Sensors for Health Monitoring Applications .

55. Ultrasound Measurement Using On-Chip Optical Micro-Resonators and Digital Optical Frequency Comb .

56. EMFi-Based Ultrasonic Sensory Array for 3D Localization of Reflectors Using Positioning Algorithms .

57. Single-Mode Quantum Cascade Laser Array Emitting From a Single Facet .

58. Superior Implementation of Accelerated QR Decomposition for Ultrasound Imaging .

59. Resonant-Type Piezoelectric Screw Motor for One Degree of Freedom Positioning Platform Application .

60. Simultaneous Wireless Information and Power Transfer in Cellular Two-Way Relay Networks With Massive MIMO .

61. Dual-Band Bandpass Filter With Wide Stopband Using One Stepped-Impedance Ring Resonator With Shorted Stubs .

62. A Novel Wide-Angle Scanning Phased Array Based on Dual-Mode Pattern-Reconfigurable Elements .

63. Full-Duplex SWIPT Relaying Based on Spatial-Modulation .

64. An Academic Approach to FPGA Design Based on a Distance Meter Circuit .

65. Direct SMT Interconnections of Large Low-CTE Interposers to Printed Wiring Board Using Copper Microwire Arrays .

66. Integrated Reconfigurable Silicon Photonics Switch Matrix in IRIS Project: Technological Achievements and Experimental Results .

67. Lifelogging Data Validation Model for Internet of Things Enabled Personalized Healthcare .

68. Adaptive Zeroing-Gradient Controller for Ship Course Tracking With Near Singularity Considered and Zero Theoretical Tracking Error .

69. Radio Interface Evolution Towards 5G and Enhanced Local Area Communications .

70. Reliability Assessment Model of IMA Partition Software Using Stochastic Petri Nets .

71. Medium-Voltage Power Converter Interface for Multigenerator Marine Energy Conversion Systems .

72. A Hybrid Prognostics Technique for Rolling Element Bearings Using Adaptive Predictive Models .

73. A Hybrid Method of Remaining Useful Life Prediction for Aircraft Auxiliary Power Unit .

74. Insensitivity to Humidity in Fabry–Perot Sensor With Multilayer Graphene Diaphragm .

75. Design and Testing of a Kinetic Energy Harvester Embedded Into an Oceanic Drifter .

76. 3-D Dual-Gate Photosensitive Thin-Film Transistor Architectures Based on Amorphous Silicon .

77. Automatic Structure Generation and Parameter Optimization for CMOS Voltage Reference Circuit .

78. CNN-Based Intra-Prediction for Lossless HEVC .

79. Resource Allocation for D2D Links in the FFR and SFR Aided Cellular Downlink .

80. A Hybrid EF/DF Protocol With Rateless Coded Network Code for Two-Way Relay Channels .

81. An Efficient Task Assignment Framework to Accelerate DPU-Based Convolutional Neural Network Inference on FPGAs .

82. Phase Calibration of On-Chip Optical Phased Arrays via Interference Technique .

83. A Multi-Carrier-Frequency Random-Transmission Chirp Sequence for TDM MIMO Automotive Radar .

84. High-Stability Algorithm in White-Light Phase-Shifting Interferometry for Disturbance Suppression .

85. Polarimetric Calibration Scheme Combining Internal and External Calibrations, and Experiment for Gaofen-3 .

86. Wireless Wearable Magnetometer-Based Sensor for Sleep Quality Monitoring .

87. Power-Gated 9T SRAM Cell for Low-Energy Operation .

88. An Improved Matrix Generation Framework for Thermal Aware Placement in VLSI .

89. Trip-Point Bit-Line Precharge Sensing Scheme for Single-Ended SRAM .

90. Intelligent Reflecting Surfaces to Achieve the Full-Duplex Wireless Communication .

91. Toward Energy-Awareness Smart Building: Discover the Fingerprint of Your Electrical Appliances .

92. Analysis of the starting transient of a synchronous reluctance motor for direct-on-line applications .

93. Motor Design and Characteristics Comparison of Outer-Rotor-Type BLDC Motor and BLAC Motor Based on Numerical Analysis .

94. IEEE Draft Guide for Motor Operated Valve (MOV) Motor Application, Protection, Control, and Testing in Nuclear Power Generating Stations .

95. A Novel Track Structure of Double-Sided Linear PM Synchronous Motor for Low Cost and High Force Density Applications .

96. A Novel Dual Three-Phase Permanent Magnet Synchronous Motor With Asymmetric Stator Winding .

97. A new two-motor drive to control a two-phase induction motor and a DC motor .

98. Development of a 7.5kW High Speed Interior Permanent Magnet Synchronous Spindle Motor for CNC Milling Machine .

99. Optimal Design of the 2nd Generation TMED Traction Motor .

100. Power factor correction and power quality improvement in BLDC motor drive using SEPIC converter

These are the different capstone project ideas from IEEE website. I hope this article “capstone project” may help you all a lot. Thank you for reading.

10 Tips To Maintain Battery For Long Life, Battery Maintainance
10 Tips To Save Electricity Bills, Save Money By Saving Electricity
100 (AI) Artificial Intelligence Applications In The Automotive Industry
100 + Electrical Engineering Projects For Students, Engineers
100+ C Programming Projects With Source Code, Coding Projects Ideas
1000+ Control System Quiz, Top MCQ On Control System
1000+ Electrical Machines Quiz, Top MCQs On Electrical Machines
1000+ Electronics Projects For Engineers, Diploma, MTech Students

Affiliate Marketing Service | Eran Money With Commission

Affiliate marketing is a type of performance-based marketing in which a business rewards one or more affiliates for each visitor…

Thermal Power Plant Quiz, Top MCQ On Thermal Power Plant

Hello guys, welcome back to my blog. In this article, I will share thermal power plant quiz questions, top MCQ…

Advancements In 3D Printing Technology And It’s Future

Hello, guys, welcome to our blog. Here in this article, we will discuss the advancements in 3D Printing technology, the…

WhatsApp us

MyEngagement & Events

Help A Norse

Handshake (HireNKU)

Virtual OneStop

Change Password

Steely Library
Ways to Give
Quick Links
Search the NKU Site Enter the search term or name
Majors & Programs
Students in the Spotlight
NKU Home Page
College of Informatics
School of Computing and Analytics

Computer Science & Software Engineering

Academic Programs Offered

Students in the spotlight.

"Since I graduated from NKU, I have enjoyed visiting campus to represent my employer at career fairs and helping transition from college life to their careers."

Read Tyler's full story »

Celine Wardrop

"I would highly recommend engaging with your professors. They can and want to provide opportunities for you to learn, grow, and succeed. Those connections you make will be incredibly valuable."

Read Celine's full story »

Adel Kassem

"By participating in the NKU Cyber Defense team and the ACM team, I have improved my critical thinking, problem solving and time management skills as I got to compete in different competitions."

Read Adel's full story »

Dr. Victoria Uti

"One of my fondest memories at NKU was taking my first class in Artificial Intelligence with Dr. Fox. This class ignited my curiosity and taught me the fundamentals of AI."

Read Dr. Victoria's full story »

Explore Other Informatics Programs

Information Systems & Analytics

The IS&A programs provide a thorough understanding of information management and business processes, covering topics such as information technology, data analytics, project management, database management, and decision-support systems.

Visit Program Page

Cybersecurity & Information Technology

Our Information Technology programs offer a comprehensive exploration of cloud computing, computer networks, and cybersecurity.

Media & Journalism

The M&J program offers majors and minors in areas such as Electronic Media & Broadcasting, Journalism, 3D Digital Design & VFX, and more.

IMAGES

Best Capstone Project Ideas for Computer Engineering
210+ Best Capstone Project Ideas for Computer Engineering
Capstone
Capstone Project Topics Computer Engineering
Capstone Research Topics for Computer Engineering
80+ Cutting-Edge Capstone Project Ideas for 2023 and Beyond

VIDEO

Capstone project group10- session3
UGA Engineering Capstone Design Program
Capstone project group10- session1
Capstone 2 system presentation
Computer Engineering Capstone Thesis Project
Capstone Design Conference 2017

COMMENTS

Senior Capstone Projects
Electrical and Computer Engineering 189A/B/C. Instructor: Dr. Yogananda Isukapalli (ECE 189A/B/C) ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member ...
55 Capstone Project Topics for Computer Engineering Diploma
Automated Home Garden. Automated Home Garden is one of the well-known capstone project topics for computer engineering diploma. Build an automated garden system that monitors soil moisture, controls irrigation, and provides real-time data and care instructions to home gardeners. 13. Gesture Recognition Interface.
21 Capstone Project Topics for Computer Engineering Diploma
List of Best Capstone Project Topics for Computer Engineering Diploma. 1. IoT-Based Home Automation System. Design and implement a smart home system that enables users to control appliances and ...
Top 111+ Capstone Project Ideas in Computer Science for Students
Here is the list of the top 111+ most amazing capstone project ideas for computer science, please take a look: Artificial Intelligence and Machine Learning. Make a talking computer friend using words. Suggest movies, books, or music you might like. Figure out if people are happy or sad in their messages.
The Capstone Experience
Capstone are senior-level project courses that allow you to solve a substantial problem with knowledge gained from many areas in computer science and engineering. Students work in teams to define a problem, develop a solution, produce and demonstrate an artifact that solves the problem, and present their work.
129+ Best Capstone Project Ideas for Computer Engineering
A capstone project in computer engineering is a final assignment where you apply your skills to a real-world problem. Here's what it involves: Practical Application. Real Tasks: Work on projects like software, hardware, or systems. Industry Focus: Solve problems that are relevant to current trends.
2021 Capstone Projects
2021 Capstone Projects. To wrap up their undergraduate experience at CU Boulder, computer science students participate in a year-long senior capstone project that gives them a chance to put their skills into practice on real-world projects, as well as to make important professional connections. Software design projects are sponsored by ...
ECE 188 Senior Capstone Projects
The Capstone Project three-course series gives Electrical and Computer Engineering students the opportunity to put their education into practice. Students, working in small teams, design, build, and present a challenging engineering design project. The design challenges, of which each team selects one to tackle, are proposed and supported by ...
ECE Capstone Projects
The Carnegie Mellon University Department of Electrical and Computer Engineering offers an ECE Design Experience course (18-500) every semester. As part of this class, students work in teams to develop interdisciplinary capstone projects over the course of a semester. The students start from a blank slate, developing a problem statement, and ...
141+ Best Capstone Project Ideas For Computer Science
4. Professional Development. Completing a capstone project can boost a student's confidence and competence. It provides tangible evidence of their abilities, which can be showcased to potential employers or used as a portfolio piece. 5. Real-World Application. The practical value gained through capstone projects is significant.
Computer Science Capstone Projects
Computer Science Capstone Projects - Shiley-Marcos School of Engineering - University of San Diego. Through the capstone design experience at USD's Shiley-Marcos School of Engineering, computer science students work with teams on an open-ended senior design project to understand and execute the full cycle of the design process.
100 Computer Science Capstone Project Ideas For Students
Development of a web-based GIS (Geographic Information System). Implementing a NoSQL database for handling big data. Building a knowledge management system for a specific industry. Developing an information retrieval system for academic papers. A blockchain-based system for secure medical records.
Electrical and Computer Engineering Capstone Design (4900)
The Capstone Sequence is the primary culminating project of your Electrical and Computer Engineering curriculum. Carry out a formal design experience, taking you from design requirements to idea/design generation, through prototyping and testing. The sequence is intended to give you experience in the design process, bringing together and ...
Senior Capstone Design Expo
Senior Capstone Design focuses on gaining design experience in team-oriented projects involving one discipline or interweaving of multiple areas in electrical and computer engineering. Students work in teams to design unique and innovative product prototypes, demonstrating how technical knowledge can enable their imaginations. In addition, to ...
40 Best Capstone Project Ideas for STEM Students: Shaping the Future
Organized Chaos: Keep your space tidy. A clutter-free workspace is like a calm sea—smooth sailing for your project ship. Confidence Showtime: When it's showtime, strut your stuff. Share your journey, the highs, the lows—it's your moment to shine like a rockstar. Executing your Capstone Project is a gig to remember.
Capstone
Employers characterize Michigan Tech students as being ready "to hit the ground running.". Be prepared to put your best foot forward with the help of the Department of Electrical and Computer Engineering's Capstone program. One to two semesters before graduation, each student is required to complete a Capstone project, which can be ...
Recent Projects
Recent Capstone Design Projects. See Texas A&M University computer science and engineering students' capstone projects. Seniors work on the projects throughout the year. If playback doesn't begin shortly, try restarting your device. Videos you watch may be added to the TV's watch history and influence TV recommendations.
ECE Capstone
The Department of Electrical and Computer Engineering (ECE) offers the Capstone Design senior level course, which is mandatory for all students. This two semester long course is one of the most challenging, exciting, and successful programs on campus. A number of industrial partners, research institutions, business school in connection to the ...
60+ Inspiring Capstone Project Ideas for STEM Students: Unlocking
STEM capstone topics are typically broad and interdisciplinary, and they allow students to apply the knowledge and skills they have learned throughout their STEM education to solve a real-world problem. Some examples of capstone topics for STEM students include: Developing a new way to generate renewable energy.
UCSB Computer Science Computer Science Capstone: Project Design and
UCSB Computer Science Computer Science Capstone: Project Design and Development 2-Quarter Sequence: Fall/Winter Quarters. The capstone course sequence presents an opportunity to develop innovative solutions to real industry problems. You won't find answers to these problems in a textbook, on a message board, or in off-the-shelf software package ...
Computer Engineering
ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member, and projects are intended to be the culmination of the students' undergraduate education ...
Capstone
A capstone design project is a major component of our engineering curriculum. Capstone students will design a product/service of significance, and solve an open-ended problem in electrical or computer engineering. Students must register to the specific capstone project course related to their program and option, as the nature of the projects ...
Top 100 Capstone Project Ideas For Engineering Students In 2022
In the capstone project, students will study the research papers in deep and design their project by using some tools. Capstone Project Ideas Are. 01. Testing Method and Application for Impulse- Dispersed Current Around Earthing Devices in Power Transmission Networks. 02.
Computer Science & Software Engineering: Northern Kentucky University
The CS&SE program provides various majors and minors for an academic exploration of AI, machine learning, systems programming, cross-platform development, full-stack proficiency, big data analytics, and visualization. Our constantly evolving curriculum is enriched by capstone projects, internships, and collaborative team efforts to ensure alignment with industry trends and prepare students ...

CS & ECE 189 Senior Capstone Projects

Capstone Sr. Project Presentation Events

CS 189 Course & Projects

ECE 189 Course & Projects

Computer Science 189A/B

Electrical and Computer Engineering 189A/B/C

ECE 189 Capstone 2024 Projects

2024 Best Projects

55 Capstone Project Topics for Computer Engineering Diploma

What is a Computer Engineering Diploma?

How to Choose the Right Capstone Project Topics and How to Be Inspired?

1. Follow Your Passion

2. Identify a Problem

3. Research

4. Consult Your Advisor

5. Brainstorm

6. Consider Feasibility

7. Seek Feedback

8. Think Interdisciplinary

9. Stay Updated

10. Stay Open-Minded

List of Best Capstone Project Topics for Computer Engineering Diploma

1. Predictive Maintenance for Manufacturing

2. Building a Mobile Banking App

3. Designing a Secure IoT Network

4. Autonomous Robotic Arm for Industrial Applications

5. Relational Database Optimization

6. Natural Language Processing for Sentiment Analysis

7. Smart Home Automation System

8. Machine Learning-Based Stock Price Prediction

9. Cybersecurity for Small Businesses

10. Voice-Controlled Virtual Assistant

11. Network Intrusion Detection System (IDS)

12. Automated Home Garden

13. Gesture Recognition Interface

14. Mobile Health Monitoring App

15. Smart Traffic Management System

16. Cryptocurrency Wallet App

17. Voice-Based Language Translation

18. 3D Printing Prototyping

19. Augmented Reality (AR) Education App

20. E-commerce Recommendation System

Other Capstone Project Topics for Computer Engineering Diploma

Benefits of Using Capstone Project Topics for Computer Engineering Diploma Students

Related Posts

Science Fair Project Ideas For 6th Graders

Java Project Ideas for Beginners

The Capstone Experience

Capstone Goals

Capstone Course List

Winter 2025

Winter 2024

Spring 2024

Capstones 2022 - 2023

Winter 2023

Spring 2023

Capstones 2021 - 2022

Winter 2022

Spring 2022

Capstones 2020 - 2021

Winter 2021

Spring 2021

129+ Best Capstone Project Ideas for Computer Engineering

Capstone Project Ideas for Computer Engineering PDF

Real-World Practice

Skill Growth

Portfolio Boost

Personal Challenge

What is a capstone project in computer engineering?

Practical Application

Integration of Skills

Problem-Solving

Project Work

Capstone Project Ideas for Computer Enginneering

Software Development

Simple To-Do List App

Weather App

Expense Splitter

Password Manager

Recipe Organizer