Karl · Singapore · building in the open
I buildAI systemsthat runthemselves.
For 15 years I built and ran analytics teams inside big beauty and consumer-goods companies. Now I build the systems that used to need the team. Three are below; two are live.

Three things I built.
Two are live, so go open them. One runs privately on my own machine. Each page tells you exactly where that project stands.
Background
For 15 years I turned messy company data into decisions people would actually act on.
I built analytics functions from scratch at three multinational headquarters, in beauty, consumer goods, and travel retail. Most of the work was never the maths. It was getting a room full of people to trust the number and move on it.
Then the AI got good enough to build with. So I stopped writing briefs for analysts and started building the analyst. Same judgement about what moves a business, except now it ships as software instead of a slide deck.
I want a Head of AI role where that mix is the actual job. Until I find it, I keep building and posting what I build. Everything here is real. Where something is half-finished, I say so.
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