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What BALLAPURAM demonstrated
Built a complete modernization and bug-fix pass for a legacy fleet-service repo: corrected the wear calculation, handled missing service readings safely, fixed the nightly report’s average and crash, and repaired a hidden mileage-conversion bug in the helpers. Also added the missing regression test, wrote a data-driven breakdown-risk analysis, and documented the agent review process in NOTES.md.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directing and Auditing an AI Agent
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