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SELECTED WORK

GenAI Log Analyzer

An Azure OpenAI log-triage service for automated incident analysis, summaries, and root-cause investigation.

PythonAzure OpenAIDevOpsAutomation

What changed

  • Summarizes 1,000+ daily log entries for incident triage.
  • Includes hallucination checks and graceful fallbacks.

Incident triage

Built a production log-triage LLM service using Azure OpenAI at Co-operators. It summarizes more than 1,000 log entries per day to support incident triage and root-cause analysis.

Reliability

The service includes hallucination checks and graceful fallbacks so teams can use generated analysis alongside their operational monitoring.

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