"I connect people and systems — human to human, human to tool, tool to tool — so the work actually flows."

Experience

Projects

Toolkit

What I actually use day to day — plus the AI Manager Toolkit: an operational manual for AI governance and practice, 31 sourced and dated principles and case studies across five domains (Governance & Risk, Prompts & Design, Build/Agents/Orchestration, Evaluation & Cost, Case Studies & Evidence). Content is strictly separated from code — one entry, one Markdown file — enforced by a validation schema that blocks publication without a source and a verification date, and reviewed through two independent cross-model audits before launch. Kept semi-private, on purpose. Curious what's inside? Message me on LinkedIn and I'll send you the link.

Interactive Lab

Three working proof-of-concept tools built from the same frameworks I use — to govern and deploy AI operations rather than just talk about them.

Selected Articles