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What Hardik demonstrated

Built a working modernization of the KM-Waechter legacy repo: fixed the service-wear calculation, handled missing readings safely, repaired the nightly report’s average and crash path, corrected the hidden mileage-conversion helper bug, and added the missing regression test. Also delivered a data-driven breakdown-risk analysis that follows the fleet history rather than the obvious but unsupported mileage/age assumption.

  • Leakage-Free Bug Diagnosis
  • Directed Repository Sweep
  • Honest Acceptance Verification
  • Data-Driven Risk Analysis

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