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What Santhoshkumar demonstrated

Built and verified a complete legacy-service repair for KM-Waechter: fixed the wear calculation, handled missing service readings safely, corrected the nightly fleet report, added the missing regression test, and preserved the 15,000 km / 80% business rules. Also delivered a data-driven breakdown-risk analysis that ranks cars using the factors the fleet history actually supports, not the misleading mileage assumption.

  • Leakage-Free Bug Diagnosis
  • Verified Acceptance Checking
  • Data-Driven Risk Analysis
  • AI Agent Auditing

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