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What Zunarah demonstrated

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

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