CTO at Personize.ai

I design and build AI products.

I see building products as an art that combines artificial intelligence, human understanding, and technology to create experiences that delight people and deliver value.

I also love making art with ink, pastel, watercolor, and charcoal. See my artwork →

The playbook

The 20× Developer Playbook

My experience building and using AI agent systems with Claude Code, Codex, and governed team memory to work toward 20× software delivery capacity per developer.

Who it's for

  • CTOs
  • Founders
  • Engineering leads
  • Product managers
  • Developers

$16.38 → $5.30 per task, coordination included

Read the playbook

The handbook · 22 chapters · 11 team playbooks

The AI Personalization Handbook

I've built data and AI systems that personalize experiences at scale. Personalization wins and keeps customers, yet few teams manage to build it. This handbook closes that gap: the concepts, techniques and working solutions, and how to deploy and run them.

Who it's for

  • CEOs
  • CMOs
  • CPOs
  • CROs
  • Customer-facing teams
Start reading
Four expressive portraits combining loose ink, blue pastel, orange wash and a warm pastel smileSee my artwork

Writing

Notes from building

All writing (68)
  1. Deep Dive

    How I Build an Enterprise Personalization Engine That Can Be Trusted at Scale
  2. Deep Dive

    Enterprise-grade accurate personalization at scale
  3. Deep Dive

    Why Coding Agents Forget, and What a Real Memory Layer Must Do
  4. Deep Dive

    Modeling the World for Agents

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