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Pankhuri Trivedi completed AI-Assisted Code Modernization with IBM

  • Verified
  • Issued 16 October 2026

What Pankhuri demonstrated

Built and verified a full legacy-code modernization for KM-Waechter: fixed the wear calculation, handled missing service readings safely, corrected the nightly report’s average and crash path, repaired the quiet mileage-conversion helper bug, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that follows the fleet history rather than the misleading high-mileage assumption, and documented the review process in clear NOTES.md commentary.

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

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