Senior Software Engineer at Red Hat, focused on AI agent development, LLM-powered automation, and open-source engineering.
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Red Hat | Senior Software Engineer | Oct 2024 - Present
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Red Hat | Software Engineer | Oct 2022 - Oct 2024
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Exact Sciences | Automation Engineer II | Jun 2022 - Oct 2022
- B.S., Network Management Technology | Weber State University
- Cordon: A semantic anomaly detection tool for logs that uses transformer embeddings to filter out repetitive patterns and surface unusual events. Designed to reduce massive log files down to their most anomalous sections before LLM analysis.
- reval: A multi-agent analysis tool that correlates LLM eval score regressions with code changes. It connects to Langfuse eval sessions, diffs your git history, and uses specialized agents to pinpoint which changes caused which metric drops, producing reports with explanations and suggested fixes.
- Mulder: An MCP server that gives AI agents access to 80+ digital forensics tools for structured incident investigation, with an append-only audit trail that prevents hallucinated evidence citations.
- GitHub Actions Failure Analysis: An AI-powered GitHub Actions workflow failure analyzer that uses semantic log preprocessing (via Cordon) and LLMs to automatically generate root cause analysis reports. The tool correlates failures with PR changes, intelligently groups similar failures, and posts detailed analysis as PR comments—helping teams quickly understand and resolve CI/CD failures without manually sifting through logs.
- Red Hat Developer Blog: Semantic anomaly detection in log files with Cordon
- Red Hat Developer Blog: How to simplify your multi-repo workflow with Podman