Year 2025

Ohio Credit Intelligence

Production-style AI credit-risk scoring for regional banks: automated loan decisions, SHAP explainability and ECOA-compliant adverse-action notices on a full data and MLOps stack.

Highlights

LightGBM model tracked in MLflow with dbt-managed features
Every decision ships with SHAP reasons and a compliant notice
FastAPI service, React 18 front end, Docker on AWS via GitHub Actions

Stack

Python · FastAPI · LightGBM · SHAP · MLflow · dbt · PostgreSQL · React 18 · TypeScript · Claude API · Docker · AWS

Source