Projects

Improving Developer Code Understanding with GitHub Issues and Retrieval-Augmented Generation

ChatGPT API, REST, Git

• Built a RAG-based doc tool with GitHub issues; raised README clarity by 116% and code clarity by 16%.

Multi-Agent Self-Play for Beating Atari Games

OpenAI Gym, PettingZoo, PyTorch, RL, Multi-agent systems

• Used DQN/PPO self-play to improve Atari win rates by 11–32%.

Spectral Image Inpainting with Deep Learning

MATLAB, C++, CUDA

• Recovered 98% corrupted hyperspectral data at 0.02 RMSE using convex optimization and deep learning.