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Manu S completed AI-Assisted Code Modernization with IBM

  • Verified
  • Issued 26 September 2026

What Manu demonstrated

Built a complete legacy-code modernization for KM-Waechter: fixed the wear calculation, handled missing service readings safely, repaired the nightly report, corrected a hidden mileage-conversion bug, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that ranks cars by operational strain rather than assuming older or higher-mileage vehicles are the riskiest.

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

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