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SQL-driven customer analytics dashboard built on the Olist Brazilian E-Commerce dataset. Answers four business questions — RFM segmentation, cohort retention, product affinity, and revenue leakage — using MySQL queries served via FastAPI and visualized in Next.js with Recharts.