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Hi there πŸ‘‹ I'm Luke

I'm a software engineer with 10+ years of experience passionate about bridging the gap between cutting-edge AI and enterprise infrastructure. Currently, I'm focused on building robust, scalable LLM applications and distributed systems.

πŸ”­ Current Work

I'm a technical founder of Eidolon AI, an agent framework that enables developers to rapidly build and deploy production-grade AI applications. Some highlights:

  • πŸ€– Pioneered auto-discoverable multi-agent architecture
  • πŸš€ Secret Free, deterministic testing framework built in
  • πŸ“ˆ Growing community with 200+ unique users

πŸ› οΈ Featured Projects

An LLM-powered coding assistant designed to integrate directly with your version control system.

  • Reduces compute by deduplicating work done per-developer (embeddings, prject exploration, etc)
  • Allows teams to optimize systems per-project rather than individual developers re-honing local agents / prompts
  • Obvious integration point for PR assistant agents to make small (and eventually large) changes.

A typed Python OpenAI client featuring:

  • Pydantic-based schema definitions for tool calls and structured output
  • Full streaming support
  • IDE type hints

πŸ’Ό Technical Experience

  • Distributed Systems: Built and scaled enterprise ML platforms at DataRobot and Paxata
  • Infrastructure: Extensive experience with Kubernetes, Docker, Helm, and cloud platforms (AWS, Azure)
  • Languages: Python, Scala, Java, TypeScript
  • Big Data: Apache Spark, MongoDB, Vector DBs
  • MLOps: CI/CD pipelines, testing frameworks, deployment automation

Always interested in collaborating on innovative projects in AI, distributed systems, and developer tools. Feel free to reach out!

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