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Project Ideas for Computer Science Majors

Dive into real-world computing problems in AI, software, and system design through creative undergraduate research.

💻 Introduction

The University of Chicago’s Computer Science program empowers students with both theoretical foundations and practical skills in programming, systems, and data analysis. These project ideas offer hands-on experience in emerging tech areas and real-world problem solving.

🧠 Suggested Project Topics

Designing a Scalable Chat Application with WebSocket Protocol

AI-Powered Personal Finance Manager Using Machine Learning

Blockchain-Based Certificate Verification System

Developing a Voice-Controlled Smart Home Interface

Detecting Cyber Threats Using Network Traffic Analysis

Sentiment Analysis of Tweets During Political Events

Algorithmic Trading Bot Using Reinforcement Learning

Real-Time Face Recognition with OpenCV and TensorFlow

Building a Custom Compiler for a Domain-Specific Language

Augmented Reality App for Interactive Historical Tours

Optimizing E-commerce Product Search with NLP

Privacy-Preserving Machine Learning with Federated Models

Game Design and AI Pathfinding in 2D Environments

Creating an Online Code Editor with Real-Time Collaboration

Data Visualization Dashboard for Climate Trends

Spam Email Classifier with Naive Bayes and SVM Comparison

Computer Vision-Based Plant Disease Detection

AI Chatbot for Academic Advising Using GPT APIs

Efficient Graph Algorithms for Urban Transport Networks

Automated Essay Scoring System Using Deep Learning

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Collexa helps UChicago CS students with algorithm design, model development, version control, and full-stack implementation support for successful project delivery.

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