Dharani K completed Business Analytics Sprint

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