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Patrik Valentiny completed AI-Assisted Code Modernization with IBM

  • Verified
  • Issued 26 August 2026

What Patrik demonstrated

Built a working modernization of the KM-Waechter repo: fixed the service-wear calculation, handled missing service readings safely, corrected the nightly report’s average and crash path, and repaired the quiet mileage-conversion helper bug. Also added the missing report test, produced a data-driven breakdown-risk analysis from fleet_history.csv, and verified the result with a full acceptance check.

  • Leakage-Free Feature Engineering
  • Honest Model Evaluation
  • Directed AI Code Review
  • Acceptance-Driven Verification

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