Allen completed AI-Assisted Code Modernization with IBM
What Allen demonstrated
Built and verified a full KM-Waechter modernization: fixed the wear calculation, handled missing service readings safely, corrected the fleet report’s average and crash path, and swept the helper layer for a hidden mileage-conversion bug. Also added the missing report test, wrote a data-driven breakdown-risk analysis from fleet history, and documented the agent review process in NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Auditing
- Acceptance-Driven Verification
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