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What Abirami demonstrated
Built a working modernization of the KM-Waechter service: fixed the wear calculation, handled missing service readings without crashing the nightly report, corrected the fleet-distance conversion bug in the helpers, and added the missing report test. Also produced a data-driven breakdown-risk analysis that follows the labeled fleet history rather than the obvious but unsupported mileage-and-age assumption.
- Leakage-Free Bug Diagnosis
- Directed AI Code Review
- Data-Driven Risk Analysis
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