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What Parth demonstrated

Built and verified a full legacy-service fix for KM-Waechter: corrected the wear calculation so near-threshold cars are flagged, handled missing service readings safely, fixed the fleet report’s average and crash path, and added the missing test. Also produced a data-driven breakdown-risk analysis that follows the supplied fleet history rather than assuming older or higher-mileage cars are riskiest.

  • Leakage-Free Bug Diagnosis
  • Bounded AI Prompting and Audit
  • Data-Driven Risk Analysis
  • Acceptance-Check Discipline

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