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What Vishnu demonstrated
Built a complete legacy-code modernization for KM-Waechter: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash path, and swept the helper modules to catch a hidden mileage-conversion bug. Also added the missing regression test, preserved the business rules unchanged, and produced a breakdown-risk analysis grounded in the actual fleet-history data.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Prompting
- Verification-Driven Debugging
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