Mohamed Zakkaria completed AI-Assisted Code Modernization with IBM

Built and verified a full legacy-service repair for KM-Waechter: fixed the wear calculation with true division, handled missing service history safely, corrected the nightly report’s average and crash path, and preserved the 15,000 km / 80% rules. Also added the missing regression test, modernized the code style, and delivered a data-driven breakdown-risk analysis that follows the fleet history rather than the misleading mileage assumption.

• Leakage-Free Bug Diagnosis
• Verified AI-Agent Auditing
• Data-Driven Risk Analysis
• Clear Technical Communication