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AI engineer · builder · writer

I make things, learn in public, and mostly use AI to do it.

This is where I keep what I'm building, learning, and thinking through: agents, fine-tuning, small tools, field notes, talks, and the experiments I want to remember. Previously CrewAI, Snowflake, and Bloomberg. US Army veteran.

Recent field notesAll writing ↗
Guides I am buildingAll guides ↗
LoRA 101A plain-English guide to how Low-Rank Adaptation makes fine-tuning smaller, cheaper, and easier to swap.
5 lessons24 min
Current experimentsMore on GitHub ↗
Whisper × Kalenjin — a $25 LoRATaught OpenAI's Whisper to hear Kalenjin on a weekend GPU budget. Open weights, real numbers, and the full write-up.
Rekody — dictation in your terminalA fast CLI dictation tool in Rust and Tauri. Like Wispr Flow, but it lives where I actually write and build.
Kalenjin text LoRA — translationA small adapter exploring Kalenjin, English, and Swahili translation. Early, useful, still learning.
Taught, spoken & featured

PyCon US · Harvard Kennedy School · IBM TechXchange · O'Reilly · MLOps World · ODSC · AWS ML Blog · DataCamp