End-to-end Databricks + AWS data architecture for periodic review systems.
Streaming & batch ingestion into Bronze–Silver–Gold layers, behavioral features powering rules + ML (shadow mode), and LLM-driven insights for risk scoring and review summaries.
Built for scalability, compliance, and AI-ready analytics.