Verified Credential Download PDF
What Kian demonstrated
Built and verified a full legacy-code modernization for KM-Waechter: fixed the service-wear calculation, handled missing readings safely, repaired the nightly report, corrected a hidden mileage-conversion bug in the helpers, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that ranks cars by the factors the dataset actually supports, and documented the review process in NOTES.md.
- Leakage-Free Bug Diagnosis
- Directed AI Code Review
- Acceptance-Driven Verification
- Data-Driven Feature Interpretation
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