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Sanya Ray completed AI-Assisted Code Modernization with IBM

  • Verified
  • Issued 8 September 2026

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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