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What Arshdeep 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’s average and crash path, corrected the hidden mileage-conversion bug, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that follows the fleet_history.csv signal rather than the misleading mileage assumption, and documented the review process in NOTES.md.
- Leakage-Free Bug Diagnosis
- Directed AI Agent Auditing
- Data-Driven Risk Analysis
- Acceptance-Driven Verification
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