Most of this I've built inside the legal function of a major European tech company — plus a hackathon win and earlier real-estate work. No invented logos, no borrowed metrics.
A production AI system that autonomously tracks legislation across three jurisdictions, enriches each item with an internal LLM, and delivers cited briefings — now relied on daily by the entire 19-person public-affairs team and the agencies working alongside them. Built and delivered directly for the Chief Legal Officer.
The public-affairs team was tracking legislation by hand across multiple jurisdictions — slow, easy to miss a change that mattered, and a poor use of expert time.
A production pipeline that autonomously tracks new and changing legislation across three jurisdictions, enriches each item with an internal LLM, and produces summarised, cited briefings — built and delivered directly for the Chief Legal Officer.
Now used daily by all 19 people on the public-affairs team, plus the agencies working with them. Every briefing cites its source, so nothing has to be taken on trust — and nothing slips through.
One place for everything a ~70-person legal function spread across markets actually needs: documents, resources, AI tools, people and knowledge mapping, news, and a way to ask a question and find the answer — or the right colleague — fast.
C-level-facing platforms that surface risk and exclusivity signals for the people making the call — built so a CEO or CLO can see what matters without digging through the detail.
Hands-on real-estate experience, not theory: I worked as a real-estate assistant and built AI tools into the business — the kind of client-communication and document work the sector runs on.
At Fixathon I took first place with a tool that helps people recently laid off in the UK work out how to file claims, claim compensation, and figure out their next step — a real problem where getting it right matters.
View on LinkedIn ↗No invented logos, no borrowed metrics. When your project ships, it joins this page — with real numbers and your name on it, if you want it there.
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