Verified Credential Download PDF
What Swapnil demonstrated
Built and verified a full legacy-code modernization for a fleet maintenance service: fixed the wear calculation so nearly-due cars are flagged, handled missing service readings safely, corrected the nightly report’s average and crash path, and repaired a hidden mileage-conversion bug in shared helpers. Also added a data-driven breakdown-risk analysis that prioritizes active usage signals over total mileage, and documented the review process in NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Code Review
- Acceptance-Driven Verification
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