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Gaurav Vaishnav completed AI-Assisted Code Modernization with IBM

  • Verified
  • Issued 3 October 2026

What Gaurav demonstrated

Built and verified an end-to-end modernization of a legacy fleet-maintenance service: fixed the wear calculation, handled missing service readings safely, corrected the nightly report’s average and crash path, and repaired a hidden mileage-conversion bug in the helpers. Also added the missing regression test, documented the agent review in NOTES.md, and produced a breakdown-risk analysis grounded in the actual fleet history data rather than assumptions.

  • Leakage-Free Feature Engineering
  • Honest Model Evaluation
  • Directed AI Agent Auditing
  • Acceptance-Driven Verification

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