Milan completed AI-Assisted Code Modernization with IBM
What Milan demonstrated
Built a complete modernization pass for a legacy fleet-maintenance service: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash path, and swept the helper layer to catch a quiet mileage-conversion bug. Also added a data-driven breakdown-risk analysis that ranks cars by the factors the dataset actually supports, while preserving the original 15,000 km / 80% business rules.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Code Review
- Acceptance-Driven Verification
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