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Started with a blank slate-no tables, no data, just an idea. Rebuilt the entire Northwind database from scratch, piece by piece. * dived into the data to uncover which customers keep coming back. I used stored procedures and window functions to go beyond surface-level insights and identify loyal behavior patterns across orders, dates, and products.