What Kartik demonstrated

Built an end-to-end profit investigation that started with a structured KPI driver map and data audit, then used SQL to quantify category and regional margin performance. Identified the main profit drags as raw-material inflation, logistics inefficiency, and discounting, and translated those findings into a concise executive summary with prioritized recovery actions and a forecasted profit rebound.

• Leakage-Free Structural Framing
• Correct SQL Aggregation and Join Logic
• Pareto Root-Cause Prioritization
• Executive-Level Business Communication