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About

I build and ship product + AI systems: from validation and positioning to implementation. I can operate as founder, partner, consultant, or full-time depending on fit.

The core is product/GTM/brand rigor plus hands-on building of tools, automations, internal systems, and OSS.

What I do

  • Validate and position products so teams can ship with clear trade-offs.
  • Build AI-powered systems: tools, automations, internal workflows, and OSS.
  • Run product/GTM execution loops from scope to first usable release.

How I work

  • Start with constraints and user reality, not abstract strategy decks.
  • Ship in short loops: define scope, build, test, and iterate quickly.
  • Leave reusable assets behind: docs, checklists, and maintainable systems.

Now

  • Writing about AI tools, doc systems, reviews, and practical adoption; books/publishing run as a separate track.
  • Currently studying AI ethics at Oxford while continuing to build and ship active systems.

Credibility snapshot

  • Strong product/GTM/brand background across consulting, operating, and founder contexts.
  • Hands-on builder of tools, automations, internal systems, and OSS.
  • Flexible engagement model: founder, partner, consultant, or full-time depending on fit.

Contact

Open to founder/partner/consulting/full-time conversations depending on fit.