HANA HASEEB completed AI-Assisted Code Modernization with IBM
What HANA demonstrated
Built a full legacy-code modernization for KM-Waechter: corrected the service-wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash path, and repaired a quiet mileage-conversion bug in shared helpers. Also added a data-driven breakdown-risk analysis that follows the fleet history data rather than the misleading mileage/age assumption, and documented the verification process in NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Review
- Verification-Driven Debugging
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