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What Sadia demonstrated

Built an end-to-end profit investigation that framed the paradox, audited the KPI drivers, and answered the core SQL questions with correct margin logic. They then translated the analysis into a prioritized root-cause view, a recovery forecast with named levers, and concise stakeholder-facing recommendations focused on profitable growth.

  • Structured KPI Decomposition
  • Leakage-Free SQL Aggregation
  • Root-Cause Prioritization
  • Executive Business Communication

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