Verified Credential Download PDF
What Sinjini demonstrated
Built a complete modernization and bug-fix pass for a legacy fleet-maintenance service: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash path, and repaired a hidden mileage-conversion bug in the helpers. Also added the missing regression test, wrote a data-driven breakdown-risk analysis that follows the fleet_history.csv signal rather than the mileage assumption, and documented the review process in NOTES.md.
- Leakage-Free Bug Diagnosis
- Directed AI Code Review
- Data-Driven Feature Selection
- Acceptance-Driven Verification
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