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What Vineet demonstrated
Built and verified a full legacy-code modernization for KM-Waechter: fixed the service-wear calculation, handled missing service readings safely, repaired the nightly report, corrected a quiet mileage-conversion bug in the helpers, added the missing regression test, and wrote a data-driven breakdown-risk analysis. Also audited the AI agent’s output against acceptance checks and documented the review in NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Prompting
- Verification-Driven Debugging
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