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What Pratik demonstrated

Built an end-to-end profit investigation that framed the problem structurally, audited the data, and used SQL plus pivot analysis to isolate the main margin drivers. Produced a credible recovery plan and executive communication package that linked raw-material inflation, logistics, and discounting to a forecasted profit rebound from €5bn to €9bn.

  • Structured Hypothesis Formation
  • Leakage-Free Business Diagnosis
  • Correct SQL Aggregation and Margin Logic
  • Executive-Level Synthesis

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