Zunarah Waqar completed Business Analytics Sprint

Built an end-to-end profit investigation that framed hypotheses, audited the data, and answered two SQL business questions with correct aggregation and margin logic. Connected the findings to a Pareto-style root-cause view, a recovery forecast, and concise executive recommendations focused on discount governance, raw-material hedging, and logistics efficiency.

• Structured Hypothesis Formation
• Leakage-Free SQL Aggregation
• Root-Cause Prioritisation
• Executive Synthesis