Win probability model chart

In-Game Win Probability Models

Designed and evaluated win probability models to estimate game outcomes in real time, supporting better strategic decisions and post-game analysis.

Benchmarking dashboard

Sports Performance Benchmarking

Built benchmark dashboards and comparative scoring frameworks to identify strengths, weaknesses, and high-leverage improvement opportunities.

Analytics Curriculum Design

Developed course modules that connect predictive modeling and visualization to high-stakes communication for students and practitioners.

Decision Support Prototypes

Created lightweight tools that transform raw data into actionable scenario insights for leaders, coaches, and project stakeholders.

Collaboration

Project collaboration requests are welcome through stephen@illumined.io.