NBA Game-State Probability & Arbitrage Engine

Bettors and analysts lack calibrated models to evaluate multi-leg player prop parlays and identify expected-value discrepancies against commercial sportsbook lines.

Built a logistic win probability baseline combined with a calibrated player-slider layer for points, rebounds, and assists, connecting to a React dashboard that compares model-derived prop probabilities against market odds.

Created a functional parlay analysis engine with slider controls and rolling backtests that highlights positive expected-value (EV) props and parlay arbitrage opportunities.