§ Writing & Speaking / Archive
Writing & Speaking.
My thoughts, learnings and talks across four threads: trust & safety, data analytics, design, and AI products. Trying to write more. Newer first.
Essays & Notes04
- W/04 Essay May 1, 2026 ↗I built an LLM-maintained wiki for fraud Why and how I built a living, LLM-maintained knowledge base for the fraud landscape — with a Telegram approval loop and a strict mechanism-over-buzz quality bar.Trust & Safety
- W/03 Essay Apr 27, 2026 ↗Shiro Levels Up How my personal assistant evolved — three months in.AI Products
- W/02 Essay Apr 27, 2026 ↗Thoughts and lessons on vibe coding, 7 months in What I learned vibe coding my portfolio in 4 days, and how the playbook has evolved across a dozen projects since.Design
- W/01 Essay Feb 1, 2026 ↗30 Days of Leveraging AI in Trust & Safety A challenge to document 30 entries of building, detecting, and defending with AI in trust & safety. Paced as I have time. Living index — updated as projects ship.Trust & Safety
Speaking01
Interested in having me speak on fraud detection? Get in touch.