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Project Ideas for Master of Science in Computer Science

Advanced computing research driving AI, systems, and society.

🏛 Introduction

UC’s MS in Computer Science empowers students to push frontiers in artificial intelligence, security, and scalable systems.

💡 Suggested Project Titles

Transformer-based language model optimizing code generation for embedded devices

Federated-learning framework preserving patient privacy in medical imaging

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

Explainable AI tool visualizing decision paths in credit-scoring models

Graph neural network predicting traffic flow for real-time routing apps

Post-quantum cryptography implementation benchmarked on mobile processors

Augmented-reality toolkit teaching introductory programming concepts

Consensus protocol enhancing resilience in blockchain sharding

Dataset bias audit of facial-recognition APIs across skin tones

Energy-aware scheduling algorithm for edge-cloud video analytics

VR accessibility interface controlled by eye-gaze for motor-impaired users

Static analysis tool detecting privacy leaks in Android apps

Deep-reinforcement learning for robotic warehouse-picking tasks

Ethics white paper on large-language-model content moderation

GPU-accelerated solver for combinatorial optimization via simulated annealing

Gesture-recognition library using mm-wave radar sensors

NLP corpus and benchmark for low-resource Indigenous languages

Cyber-range simulation environment for smart-grid attack defense

Open-source compiler plugin auto-parallelizing numerical kernels

Hackathon series mentoring local schools in creative coding with AI

University of California – MS in Computer Science

Innovate in AI and systems with UC’s powerhouse MS.

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