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Project Ideas for Bachelor of Science in Computer Science

Build the algorithms and systems powering the digital world.

🏛 Introduction

Harvard’s Computer Science BS grounds students in mathematical foundations, programming mastery, and system-level thinking while opening doors to frontier domains such as artificial intelligence, cybersecurity, extended reality, and societal computing. Studio courses in software engineering, robotics, and product design pair with research apprenticeships in the John A. Paulson School of Engineering and Applied Sciences and the Berkman Klein Center for Internet & Society. From hacking competitions to open-source fellowships, majors graduate prepared to innovate responsibly across academia, big tech, start-ups, and public service.

💡 Suggested Project Titles

Federated-learning framework preserving patient privacy in medical imaging

Rust-based operating-system kernel for ultra-low-power IoT nodes

Explainable-AI model diagnosing plant diseases from drone imagery

Blockchain voting prototype with zero-knowledge proofs

Augmented-reality campus tour app using SLAM and 3-D mapping

Large-language-model fine-tuning for endangered-language revitalization

Edge-computing pipeline for real-time wildfire-smoke detection

Gesture-controlled sign-language translator with embedded ML

Static-analysis tool detecting bias in recruitment algorithms

Graph database visualizing global supply-chain dependencies

Quantum-circuit simulator optimized for GPU clusters

Serious game teaching cybersecurity through interactive puzzles

Open-source library for differential-privacy analytics in R and Python

Natural-language interface for querying climate-policy datasets

Emotion-aware chatbot for mental-health triage (ethics study included)

Digital humanities platform crowdsourcing annotations of historical texts

Deep-fake detection model benchmarked on realistic synthetic media

Green-coding tool estimating CO₂ footprint of software builds

Harvard – BS in Computer Science

Master theory and craft impactful technology in Harvard’s CS program.

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