Verified Credential Download PDF
What Shivam demonstrated
Built and verified a full legacy-code modernization for a fleet maintenance service: fixed the wear calculation, handled missing service readings safely, corrected the nightly report’s average and crash path, and repaired a hidden mileage-conversion bug in the helpers. Also added a data-driven breakdown-risk analysis that ranks cars by service risk using the factors the dataset actually supports, and documented the review process in NOTES.md.
- Leakage-Free Bug Diagnosis
- Directed AI Agent Auditing
- Data-Driven Risk Analysis
- Acceptance-Check Verification
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