Writing

I write about AI systems, deployment, and what I'm learning while building.

Topics I'm writing about

  • —Deploying Llama models on-premise with llama.cpp
  • —Building RAG systems for non-technical users
  • —Task-specific model selection in production
  • —On-premise AI infrastructure for sensitive data
  • —What I learned shipping AI systems in a non-tech company
  • —The reality of "prompt engineering" vs. actual system design

First post coming soon. I'm focusing on practical, technical content about production AI systems—not hot takes or hype.