End-to-end tournament prediction pipeline for Kaggle's March Machine Learning Mania 2026. 29-feature XGBoost model incorporating Elo ratings, GLM team quality estimates, and pace-adjusted box scores from 211,716 regular season games - finishing top 20% (rank 599) among 3,000+ competitors.
Mar 2026
End-to-end tournament prediction pipeline for Kaggle's March Machine Learning Mania 2026 (3,000+ competitors, $10K first prize).