Projects
Identity Matrix
🏆 1st Place Winner at UofTHacks 13 ($2000 USD) - Real-time multiplayer simulation where AI avatars continue acting as autonomous agents after users log off, mimicking their personality, communication style, and memories.
Inspired by Park et al., 2023.
Technologies: React, Vite, FastAPI, Phaser, Supabase
Heimer Academy
🏆 1st Place Winner ($10,000 USD) at AWS x Riot Games global hackathon - League of Legends coaching platform that provides personalized champion recommendations via pairwise ability comparisons and graph analysis.
Technologies: React, Vite, Supabase, NetworkX, Matplotlib, Seaborn