What SANIDDHI demonstrated

Built an end-to-end profit investigation that framed the problem with a hypothesis sheet and KPI map, validated the data, and solved the core SQL analyses using the correct margin logic. Identified the main profit drags as raw-material inflation, logistics, and discounting, then translated those findings into a credible recovery forecast and a prioritized executive recommendation set focused on discount governance, utilisation, and input-cost control.

• Structured Hypothesis Formation
• Leakage-Free Root-Cause Analysis
• Correct SQL Aggregation and Join Logic
• Executive Prioritisation and Business Communication