Verified Credential Download PDF
What James 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, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that follows the actual fleet-history signal rather than the misleading mileage assumption, and documented the AI agent’s errors and the checks used to catch them.
- Leakage-Free Bug Diagnosis
- Verified AI-Agent Auditing
- Data-Driven Risk Analysis
- Acceptance-Check Discipline
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