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What I Do

One process, not eight services.

Design

I start with the real problem — who has it, what it's costing them, what an actual fix looks like. This is where most of the time goes.

Once the direction is clear, AI gets me to a working version fast — days or weeks, not months.

Decisions, mistakes, and what actually worked get written up publicly — that's what feeds Work and Writing.

One ecosystem, not three separate jobs

AI-powered products, software, tools and experiments — designed with care, shipped fast, in the open.

Help businesses put AI to work for measurable value: more revenue, less repetitive work, faster answers, better decisions.

Real research, decisions, failures and lessons — documented openly so others can build on them.

The loop behind everything

Research

Design

Build

Learn

Build again