A showcase of my sports analytics projects, models, and visualizations.
Quantifying shot selection and passing decisions using expected points (EP) across every offensive player on the court. Built with XGBoost and NBA tracking data to power player evaluation, coaching feedback, and playmaking insights.
Forecasting college basketball matchups using XGBoost, ShotQuality metrics, Torvik efficiency, and EvanMiya player ratings.
Modeling injury risk using SportVU player tracking data and play-by-play usage patterns. Applied XGBoost and Logistic Regression with SHAP analysis to recommend load management strategies.