Verified Credential Download PDF
What Allen demonstrated
Built and verified a full KM-Waechter modernization: fixed the wear calculation, handled missing service readings safely, corrected the fleet report’s average and crash path, and swept the helper layer for a hidden mileage-conversion bug. Also added the missing report test, wrote a data-driven breakdown-risk analysis from fleet history, and documented the agent review process in NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Auditing
- 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 →