KataGo × LLM — Explainable Go AI Fine-tuning LLMs with RL to explain Go strategies using KataGo's superhuman analysis. ASTR199 — Stellar Parameter Prediction via Deep Learning Two-stage deep learning pipeline predicting stellar Teff, metallicity, and log g from 1M+ row multi-survey photometric catalog, driving log g R² from 0.519 to 0.833. Breaking Barriers Hackathon Real-time anomaly detection system deployed on AWS. Top 8 of 32 teams at AWS × Deloitte × AT&T. PHY199 — Galaxy Spectra PCA Pipeline Automated high-dimensional spectra preprocessing and unsupervised PCA outlier filtering with Prof. Wittman at UC Davis. Course Projects A collection of course projects from UCSD.
