Currently working as an independent consultant. I use my expertise in recommendation systems to helps fast-growing startups build out their RAG applications. I am also the creator of Instructor, Flight, and an ML and data science educator.

I want to support me, you can sponsor me on github. I don't want to start a substack, but I do want to write more. So this will fund my morning coffee and tea.

• Creator
  • Instructor
  • Instructor-JS
  • Youtube Chapters & Journal ~ 6k MAU
• Sabbatical @ South Park Commons - 2023 - Present
• Staff Machine Learning Engineer @ Stitchfix — 2016, 2018-2023
• Prev, Meta, ActionIQ, NYU, Meltwater - 2013-2018
• Computational Mathematics and Statistics @ University of Waterloo

• Advice for young people
• What I learned from trying
• Indie Consulting
• Couches
• Centuar Chess
• Freediving Under Ice

• 5 Questions to ask yourself as sa AI Engineer
• How to build a terrible RAG system
• Rag is more than embeddings
• Flight, a framework for building and executing pipelines
• LLM Observability is just plain observability

• Keynote: Pydantic is all you need
• Podcast: Building with AI
• Podcast: Dagshub
• Podcast: Talking Heads