What Deepak demonstrated

Built an end-to-end profit-paradox analysis: framed hypotheses and KPI drivers, audited the data, wrote correct SQL for category and regional margin analysis, and used the results to isolate the main profit leaks. Produced a credible recovery forecast and a concise executive narrative with prioritized recommendations for leadership.

• Structured Hypothesis Formation
• Leakage-Free Business Diagnosis
• Correct SQL Aggregation and Join Logic
• Executive-Level Synthesis