Mohammed Owais Najmuddin completed AI-Assisted Code Modernization with IBM

Built and verified a complete legacy-code modernization for a fleet-maintenance service: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s averaging and crash behavior, and swept helper modules for a silent mileage-conversion bug. Also added the missing regression test, modernized the code style, and produced a data-driven breakdown-risk analysis that prioritizes km_since_service, daily usage, and load factor over misleading mileage assumptions.

• Leakage-Free Bug Hunting
• Verified AI Output Auditing
• Data-Driven Risk Analysis
• Clear Engineering Communication