Featured Projects

One-off analytical projects and ML models. Deep dives, methodology, and interactive tools.

NHL RAPM Player Ratings

Amin Nabavi · July 2026

Regularized adjusted plus-minus (RAPM) ratings across nine NHL seasons (2016-17 to 2024-25), isolating each skater's teammate- and competition-adjusted impact on 5-on-5 shot rates. A sortable per-season explorer with offense, defense, and total ratings, plus full methodology.

World Cup 2026 Predictions

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Amin Nabavi · June 2026

An ML model predicting the 2026 World Cup, using Dixon-Coles bivariate Poisson fit on 20+ years of international match results. Includes match-level predictions, tournament simulation, and honest limitations.