Kunalraj Patil completed Business Analytics Sprint

Built an end-to-end profit investigation that started with a correct KPI driver map and data audit, then moved into accurate SQL analysis of category and regional margin performance. The work isolated the main profit drags, translated them into a quantified recovery scenario, and demonstrated the ability to support a business verdict with evidence rather than opinion.

• Structured KPI Decomposition
• Leakage-Free Data Audit
• Correct SQL Aggregation and Join Logic
• Root-Cause Prioritization