Hackathons
AI social media that pulls various electricity data via APIs for complex analysis, and then recommends habit changes to lower your electric bill based on monthly bill parsing.
Computer vision accessibility driver that turns face and hand motion into OS-level mouse and keyboard control.
Machine Learning
The GPT-2 transformer architecture, built from scratch, benchmarked using PyTorch and trained on Shakespeare.
Scraped ~9,000 earnings-call transcripts and then built an NLP pipeline to pull sentiment signals.
A 0–10 Durability Index scoring product longevity for Amazon Sustainability, on a tuned XGBoost regressor.
Game Dev
Retro arcade space shooter written in C.
2D playable runner ad I did as an OA for a startup.
Research
Implemented llm environment generation and mc dropout uncertainty on a mature existing codebase