Stephen Akwaowo

NBA Player Similarity & Archetype Engine 🚧 Under Construction

Developing a role-aware NBA player similarity tool that identifies stylistic comps through shot profile, usage, playmaking, efficiency, and defensive indicators. Designed to help form archetypes, evaluation and roster construction fits.

Context-Adjusted Induced Vertical Break Metric (ΔiVB+) 🚧 Under Construction

Quantifies a pitcher's “true ride” relative to what would be expected given their physical context (velocity, spin efficiency, release slot, and extension).

MLB Batter Analysis Dashboard (Shiny App)

Shiny app for the Clustering MLB Hitters Project, covering Gaussian Mixture Models, Sequential Dimensionality Reduction Strategy, and the BONDS Index.

Clustering MLB Hitters Documentation

Documentation for the Clustering MLB Hitters Project, covering Gaussian Mixture Models, Sequential Dimensionality Reduction Strategy, and the BONDS Index, Visualized with Shiny.

2022 NBA MVP Predictor

Featuring XGBoost, Linear Regression, and Random Forest

Substack

Medium

Tableau