CTO at Personize.ai
I design and build AI products.
At Personize I build governed memory that gives AI agents the right context at the right time.
- Agent teams: software, GTM, success
- Generative personalization
- Unified record memory
- AI trust
- AI cost optimization
- Enterprise software
Products I built are used by startups to enterprises, including teams at
When I'm not building 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 playbookThe 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
See my artwork Writing