Football Analytics

Projects

Pitch to the Pros 3 Finalist: Was the Best Pass Really Playable?

A finalist presentation on adding decision-window context to pass value with tracking data, xThreat, and frame-level playability.

Training Ground Guru Academy Productivity Rankings

academy-analysis

data-engineering

player-development

Active consulting project rebuilding the Academy Productivity Rankings analysis with AI-enhanced scraping, reproducible data ingestion, scoring, QA, and source tracking.

Support Creation Dynamics in Football

Active research collaboration developing a temporal support-quality framework for measuring how off-ball movement creates, improves, weakens, or removes passing options.

Active Support Index: SkillCorner Analytics Cup Project

SkillCorner Analytics Cup project quantifying off-ball teammate support during pressure situations

Possession Foul-Win Probability Model

event-data

xgboost

model-calibration

A StatsBomb event-data project estimating when a player possession is likely to end with that player winning a foul.

Football Simulation Agent Framework

machine-learning

kaggle

simulation

Google Research Football competition project with Dockerized simulation, local agent evaluation, and ML agent exploration.