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What Ankit demonstrated

Built and verified a full legacy-code modernization for a fleet service tool: fixed the wear-calculation bug, handled missing service readings safely, corrected the nightly report, and swept a hidden mileage-conversion defect in the helper layer. Also added the missing regression test, produced a data-driven breakdown-risk analysis, and documented the review process in NOTES.md after independently checking the AI agent’s output.

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

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