What Abhay demonstrated

Built an end-to-end profit investigation that combined structural framing, SQL analysis, root-cause prioritization, and executive communication. The work correctly computed category and regional margins, isolated raw-material inflation as the largest profit driver, and translated the findings into a prioritized recovery plan with stakeholder-ready messaging.

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