Technical Specification: Data Flow & Automation System (TopScan 2026)
Architected a fully automated e-commerce data pipeline using Make.com to consolidate Amazon and Shopify sales into a centralized database. Engineered custom idempotent upsert logic to eliminate manual data entry and guarantee 100% data accuracy without duplicate records.