Verified Credential Download PDF
What Sanya demonstrated
Built a complete modernization and bug-fix pass for the KM-Waechter service: corrected the wear math, handled missing service readings safely, fixed the nightly report’s average and crash path, and repaired a hidden mileage-conversion bug in the helpers. Also added the missing regression test, produced a data-driven breakdown-risk analysis from fleet_history.csv, and verified the repo against all 11 acceptance checks before handing it in.
- Leakage-Free Bug Diagnosis
- Directed AI Code Review
- Acceptance-Driven Verification
- Data-Driven Risk Analysis
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