Projects

2026 · Gomoku · search and self-play

Connect Five

A 15×15 Gomoku lab that traces four browser-playable opponents from simple tactical rules to a neural-network-guided tree search.

2024 · With Leon Deng · FastText and representation learning

Emoji semantics from descriptions and context

Comparing emoji embeddings learned from official descriptions with embeddings learned from tweets, where slang and online use reshape meaning.

2023 · MIT undergraduate research

Chess position representations

Exploring whether move-prediction models capture human-understandable chess concepts. Research with Parimarjan Negi.