I came to AI not from the tech hype, but from big-scale marketing.
I was once the co-founder of a media-buying team and ran 70M+ in paid traffic with a guaranteed result. I hired 500+ marketers and trained teams. I know the cost of a mistake and what a real result looks like.
Even before ChatGPT launched I was consulting LLM startups — on transferring expertise onto neural networks. Today it's my life's work: I help experts embed AI so that it amplifies them.
In eighteen months I built an audience of 443,000 people across several languages. I live in Singapore and work with people all over the world.











