What Gauri demonstrated

Built an end-to-end profit-paradox investigation: framed hypotheses and KPI drivers, wrote correct SQL to compare category margins and regional discounts, and used the results to isolate the main profit drags. The work culminated in a concise executive verdict with prioritized recommendations, a recovery forecast, and explicit validation of AI-generated output against the source logic.

• Structural Problem Framing
• Leakage-Free SQL and Metric Logic
• Root-Cause Prioritisation
• Executive-Level Business Communication