Roopakshi Singh completed Business Analytics Sprint

Built an end-to-end profit investigation that framed the margin problem structurally, validated the key drivers with SQL and pivot analysis, and translated the findings into a board-ready action plan. The work correctly isolated raw-material inflation, logistics costs, and discounting as the main profit pressures, then prioritized practical recommendations to improve margin and profitability.

• Leakage-Free KPI Structuring
• Correct SQL Aggregation and Join Logic
• Root-Cause Prioritization
• Executive-Level Business Communication