Built an AI-powered deployment intelligence system that predicts high risk code deployments before production. Designed a FastAPI based backend that analyzes commit diffs and correlates them with historical incident patterns to generate contextual risk scores. Implemented automated decision logic to allow or block deployments with structured, explainable outputs.