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What Yashas demonstrated
Built a complete legacy-code modernization for KM-Waechter: fixed the service-wear calculation, handled missing readings safely, repaired the nightly report, corrected a hidden mileage conversion bug, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that used the actual fleet history signals instead of the misleading mileage assumption, and verified the work with an acceptance script before handoff.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Auditing
- Acceptance-Driven Verification
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