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Hari Mahajan completed Legacy Code Modernization Sprint with IBM

  • Verified
  • Issued 21 August 2026

What Hari demonstrated

Built and verified a full legacy-service repair for KM-Wächter: fixed the wear calculation, handled missing service readings safely, corrected the nightly fleet report, added the missing regression test, and modernized the code style. Also produced a data-driven breakdown-risk analysis that followed the fleet_history.csv evidence rather than the misleading mileage assumption, and validated the result with pytest and the project acceptance script.

  • Leakage-Free Feature Selection
  • Honest Acceptance Checking
  • AI Agent Auditing
  • Clear Technical Communication

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