Verified Credential Download PDF
What Pranav demonstrated
Built and verified a full legacy-code modernization for a vehicle service system: fixed the wear calculation so nearly-due cars are flagged, handled missing service readings safely, corrected the nightly report’s average and crash path, and found the quiet km-to-miles helper bug that no test covered. Also added the missing regression test, kept the service rules unchanged, and wrote a breakdown-risk analysis grounded in the actual fleet data.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Review
- Acceptance-Driven Verification
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