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What Ramiz demonstrated
Built and verified a full legacy-code modernization for a fleet service system: fixed the wear calculation, handled missing service readings safely, repaired the nightly report, corrected a hidden mileage-conversion bug in helper code, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that follows the fleet history rather than the misleading mileage/age assumption, and documented the agent review process in NOTES.md.
- Leakage-Free Bug Diagnosis
- Directed AI Code Review
- Data-Driven Risk Analysis
- Acceptance-Checked Delivery
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