Verified Credential Download PDF
What Imad demonstrated
Built and verified an end-to-end modernization of 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 helper code to catch a silent mileage-conversion bug. Also added the missing regression test, preserved the business rules, and produced a data-driven breakdown-risk analysis grounded in the actual fleet history rather than assumptions.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Code Review
- Acceptance-Driven Verification
Earn your own
Prove your skills on a real project
Pick a real company brief, complete it step by step, and walk away with a verified certificate like this one, graded by AI, shareable anywhere.
Start your own project →