Aayush Thapa completed Business Analytics Sprint

Built an end-to-end profit investigation that framed hypotheses, audited the data, and used SQL to test category and regional margin drivers. The analysis isolated raw-material inflation, logistics, and discounting as the main causes of margin erosion, then translated those findings into a credible recovery forecast and prioritized executive recommendations.

• Structured Hypothesis Framing
• Leakage-Free SQL Reasoning
• Pareto Root-Cause Analysis
• Executive-Level Synthesis