
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.

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.