ARJUN GANESH completed AI-Assisted Code Modernization with IBM
What ARJUN demonstrated
Built and verified a full legacy-service repair for KM-Waechter: fixed the wear calculation, handled missing service readings safely, corrected the nightly report’s average and crash path, preserved the 15,000 km / 80% rules, and added the missing regression test. Also produced a data-driven breakdown-risk analysis and documented the AI agent’s mistakes and the acceptance checks used to validate the work.
- Leakage-Free Bug Diagnosis
- Verified AI Output Auditing
- Requirements-Constrained Refactoring
- Data-Driven Risk Ranking
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