Sports Analytics

Data-driven explorations in baseball and basketball. Statistical models, interactive visualizations, and deep dives into what the numbers reveal.

Batting Average Control Stat

Developed a hitter-evaluation metric isolating batting-average skill from noise by decomposing results into plate discipline, power, and batted-ball quality components.

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NBA Shot-Value Model

Built a spatial model evaluating NBA shot value by distance, angle, and defender proximity. Interactive court heatmaps show expected value by location.

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Pitcher Injury-Risk Model

Built an MLB pitcher injury-risk prediction model using Statcast and injury-history data spanning 2015–2024, achieving 78% AUC-ROC with actionable risk stratification by age and usage.

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