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Project Ideas for Bachelor of Science in Computer Science

Engineer high-performance software and intelligent systems.

🏛 Introduction

UNC’s BS in Computer Science immerses students in advanced algorithms, operating systems, and AI research, positioning them for top tech roles or graduate study. World-renowned labs in graphics (home of VR pioneer Fred Brooks), cybersecurity, and machine learning recruit undergraduates for cutting-edge projects—rendering photorealistic worlds, securing IoT devices, or training large-language models for healthcare NLP.

💡 Suggested Project Titles

GPU-accelerated path-tracing engine for real-time rendering

Differential-privacy library for secure census data release

Reinforcement-learning agent controlling autonomous drones

Static-analysis tool detecting vulnerabilities in smart-contracts

Custom RISC-V processor design synthesized on FPGA

Federated-learning framework for hospital collaboration

Compiler backend targeting novel neural-network hardware

Voice-controlled AR interface for surgical navigation

Distributed-systems benchmark suite for edge computing

Adversarial-AI attack simulator for cybersecurity training

Quantum-algorithm exploration using IBM Q resources

Dataset bias audit of popular image-classification corpora

Blockchain consensus protocol performance analysis

Energy-efficient scheduling algorithm for data-center workloads

Human-AI cooperative puzzle-solving game

Technical white paper on open-source LLM reproducibility

UNC-Chapel Hill – BS in Computer Science

Develop scalable, secure, and intelligent software at the frontier of tech.

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