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What vrinda demonstrated
Built and verified an end-to-end modernization of the KM-Waechter service: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash path, repaired the hidden mileage-conversion helper bug, and added the missing regression test. Also delivered a data-driven breakdown-risk analysis and documented the agent review process in clear NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Auditing
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