Worked directly with enterprise clients to implement data architecture, supporting marketing analytics and campaign attribution. Designed attribution models tracking $100M+ in marketing spend across 30+ clients- from mid-market to enterprise. Handled full implementation cycles: scoping, data modeling, SQL transformations, testing, and client training. Built sandbox validation workflows for data migrations to catch issues before they hit production.