Anton Philipp Schumann completed AI-Assisted Code Modernization with IBM
What Anton demonstrated
Built and verified an end-to-end modernization of a legacy fleet-maintenance service: corrected the wear calculation, 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, preserved the business rules, and produced a data-driven breakdown-risk analysis grounded in the actual fleet history rather than the obvious but misleading mileage assumption.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Review
- Acceptance-Driven Verification
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