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What Dharani demonstrated
Built an end-to-end profitability investigation: framed hypotheses and KPI drivers, wrote correct SQL to analyze category and regional margins, and identified the main profit bridge drivers behind the margin collapse. Also translated the analysis into a board-level storyline with prioritized recommendations and an executive summary focused on profitable growth.
- Leakage-Free KPI Structuring
- Correct SQL Aggregation and Join Logic
- Root-Cause Prioritization
- Executive Storyline Construction
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