I'm passionate about data science, AI, and data privacy. I hope you learn something useful from my projects and writing.

Writing See all →

Local AI Series #6: minimal-ai: a simple tool to run local models as coding agents on a Mac

To build anything with local models you need to use them as coding agents. In this post, I talk about my open-source side-project - minimal-ai - that simplifies all of that into a few steps.

Aug 9, 2026 Read on Substack

ailocal-ai

Please don't let AI write for you

I recently resuscitated my old blog that I started back in 2008, which led me to write this very different post for my Substack — hopefully a good mix of fun, nostalgia and sarcasm for my readers.

Jun 19, 2026 Read on Substack

essayaiculture

Local AI Series #5: Apple is talking about it too now

I've been writing about local AI all year. The biggest consumer tech company in the world presenting it on their main stage is a very positive development for open source & local AI.

Jun 14, 2026 Read on Substack

ailocal-ai

Projects See all →

How I Prompt

Wrapped-style analytics for your AI coding conversations. Discover your prompting persona, see metrics, get a shareable report. Everything stays local.

Live Source Demo

Sidequests

Track every side project you've ever started. Scans your dev folder, surfaces health, GitHub state, and AI-powered next actions. One command to install.

Source Demo

A/B Testing Memory Game

A live experiment you can play. Real users, real data. The analysis found a significant effect — but completion rate dropped from 89% to 69%. Don't ship it.

Live Source Demo