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What Jashwanth demonstrated
Built and verified a full legacy-code modernization for KM-Waechter: fixed the wear calculation, handled missing service readings safely, repaired the nightly report, corrected a hidden mileage-conversion bug in the helper layer, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that follows the fleet history rather than the obvious but unsupported mileage assumption.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Prompting
- Verification-Driven Debugging
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