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What Mohammed demonstrated

Built a complete legacy-code modernization and verification pass for KM-Waechter: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash path, and found a hidden mileage-conversion bug in the helpers. Also added a regression test, preserved the business rules in code and config, and produced a data-driven breakdown-risk analysis grounded in the actual fleet history.

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

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