What Aarav demonstrated

Built an end-to-end profit investigation that framed hypotheses, audited the data, wrote correct SQL for category and regional margin analysis, and isolated the main profit drivers as raw-material inflation, logistics inefficiency, and discounting. Produced a concise executive narrative with prioritized recommendations, a recovery forecast, and stakeholder-ready communication that linked the analysis to business action.

• Structured Hypothesis Formation
• Leakage-Free SQL Analysis
• Root-Cause Prioritization
• Executive Business Communication