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What Kartik demonstrated

Built and verified a full legacy-code modernization for a fleet service system: fixed the wear calculation, handled missing service readings safely, repaired the nightly report’s average and crash path, corrected a hidden mileage-conversion bug in shared helpers, and added the missing regression test. Also delivered a data-driven breakdown-risk analysis that follows the actual fleet_history.csv signal rather than the misleading mileage/age assumption, with a documented acceptance check proving the repo is green.

  • Leakage-Free Bug Diagnosis
  • Directed AI Code Review
  • Data-Driven Risk Analysis
  • Acceptance-Driven Verification

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