Apurva Patwardhan completed Business Analytics Sprint

Built an end-to-end profit investigation that moved from hypothesis framing and data audit through SQL analysis, root-cause ranking, and recovery forecasting. Demonstrated strong business judgment by isolating the main margin pressures, quantifying recovery levers, and translating the findings into prioritized recommendations and an executive-ready narrative.

• Structured Hypothesis Formation
• Leakage-Free Profit Driver Analysis
• Correct SQL Aggregation and Join Logic
• Executive Synthesis and Prioritization