Legal Counsel & Compliance Manager
Building open-source AI workflows for legal professionals
Compliance Manager in an International Engineering Group, deployed compliance programs across 150+ entities, supervised 2,000+ annual due diligence screenings, advise on international sanctions, AI Act, Anti-Corruption and Competition Law. I kept hitting the same wall: legal AI tools are closed, rigid, and built by people who've never run a compliance program. So I started building my own. You will find below: - AI learning module for legal specialists - AIS Risk Assessment AND Economic Sanctions analysis workflow - A RAG builder (if you don't know what it is, check the learning module) Law degree. Writes code. Ships products.
Free AI literacy training for legal professionals: 1. Gamified 2. Interactive 3 Tracks anchored in real legal AI failure modes. Strategic role: distribution layer for QueryLex (paid compliance workflows). Free by design, every legal professional now needs AI literacy; the buyer-awareness gap is the bottleneck on enterprise legal-AI sales, and the module closes it pre-pitch. Traction signal: single LinkedIn case-study → 24,993 impressions, 245 saves (4-10x benchmark = leading indicator of educational compounding), 218 inbound followers from one distribution event. Founder signal: solo-built, market-tested, monetization path intact (free module → paid pipelines → enterprise LOB).
Two live legal-AI compliance pipelines on querylex.com: 1. Economic Sanctions Advisor — automated screening across EU / US / UN consolidated lists, 5 languages, agentic RAG with cited sources. 2. AI Act Risk Classification — Article 6 high-risk-system assessment, Annex III mapping, conformity-gate workflow. Built by a practicing economic-sanctions specialist with 150+ entity / 2,000+ screening operational experience at a major engineering group. Published on GitHub.
Upload your legal documents, get a queryable assistant in seconds. Designed for legal use cases — source-tracked answers, citation preservation, no setup. PDFs, Word, web URLs supported. Free, browser-based.
I've deployed compliance programs across 150+ entities and run 2,000+ due diligence screenings. Every time I used an AI tool built by engineers alone, it missed how legal professionals actually think, the risk weighting, the jurisdictional nuance, the "it depends" that matters. So I started building tools myself. That's QueryLex.