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What Suleman demonstrated

Built and verified a full legacy-code modernization for KM-Waechter: corrected the service-wear calculation, handled missing readings safely, fixed the nightly report’s average and crash path, and repaired a quiet mileage-conversion bug in the helpers. Also added a breakdown-risk analysis that follows the fleet-history data rather than the obvious but unsupported mileage/age assumption, and documented the verification process in NOTES.md.

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

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