I build AI tools and help teams actually use them. Below are a few things I’ve built, from a public recruitment product to a company-wide knowledge system.
Global CRM & AI automation · Antler · 27 countries · Sydney
Featured · AI enablement
A plain-language session on what is actually happening inside a model and an agent. Made for teams who need to understand the tools before they will trust them, and trust them before they will use them.
Built inside a global venture firm. Each one adopted, not just shipped.
Ingested a company’s scattered knowledge into one structured vault, distilled it into a living graph, and served it to every colleague’s AI as plug-and-play memory.
Result5,561 files → a 3,000+ node-and-edge graph, live as a Claude connector.
A video course that made a non-technical team the fastest AI adopters in the company, then became self-sustaining as the team started teaching itself.
Result#1 adopting team · ~5 hrs saved per person each week.
An ATS-style tool that sources and scores high-potential founders from many signals. Good enough that engineering rebuilt the concept into an integrated internal product.
ResultMulti-source · explainable AI scoring · adopted company-wide.
Production automation across a global company: a custom MCP server giving Claude direct CRM access, plus workflows connecting events, documents, and alerting across four regions.
Result10+ workflows · 4 regions · custom MCP + AI-in-the-loop.