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Project Ideas for Bachelor of Science in Computer Science

From algorithms to AI, drive innovation across every industry.

🏛 Introduction

Duke’s Computer Science BS launches students into advanced work on distributed systems, machine learning, cybersecurity, and computational biology. Project-based courses deploy Kubernetes clusters, craft deep-reinforcement-learning agents, and audit smart-contract vulnerabilities. Research labs offer access to Duke’s AI for Good initiative, where undergraduates help develop neural-translation models for low-resource languages and privacy-preserving medical analytics. Career-ready graduates power Fortune 500 tech, social-impact startups, and top PhD programs.

💡 Suggested Project Titles

Federated-learning pipeline for rural health-clinic diagnostics

Quantum-safe cryptography toolkit for IoT devices

Graph neural network predicting protein–protein interactions

Real-time phishing detection browser extension

Explainable AI dashboard for school-district budget decisions

Edge-computing platform optimizing energy use in smart homes

Deep-fake voice detection model using spectrogram analysis

Open-source compiler for domain-specific language in genomics

Blockchain-based voting system with zero-knowledge proofs

Multiplayer online game benchmarking network latency research

Reinforcement-learning rover navigating Duke’s campus autonomously

Automatic grading tool for introductory CS using AST similarity

Computer-vision app for sign-language translation on mobile

Cloud-native serverless pipeline for global wildfire satellite data

Bias audit framework for large language models in hiring

Augmented-reality IDE overlaying code metrics in real time

Cyber-range simulation for blue-team/ red-team training

Differential-privacy library for civic-open-data portals

Generative adversarial model compressing high-resolution microscopy images

Interactive textbook on algorithms with gamified proofs

Duke University – BS in Computer Science

Solve complex problems with cutting-edge computing in Duke’s CS powerhouse.

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