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What Kunalraj demonstrated
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
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