I don't write papers about AI. I ship it.

There's a difference between people who talk about building intelligent systems and people who actually wake up at 3AM to debug a RAG pipeline before a 9AM client demo.

I'm the second kind.

Co-founder @ Bug Biceps — an AI production studio born from one conviction: that models should solve real problems, not sit in Jupyter notebooks. We build systems that remember, reason, coordinate, and see. In production. Not in theory.

Right now I'm deep in LangGraph orchestration, MCP server architecture, and fine-tuning at scale — six active builds, all moving, none abandoned.