Capabilities

How I build AI products.

Not a list of logos. These are the tools I use to take an AI platform from idea to a deployed, tested production AI system.

Three layers, one job: shipping AI products end to end.

From idea to a product that is deployed, tested and used.

Brain

AI and retrieval

  • Mistral-embed Vectorization
  • Supabase pgvector Vector store
  • Two-pass chunking Low-resource retrieval
  • RAG evaluation CI/CD quality gates
Engine

Build and deploy

  • Astro Static sites
  • TypeScript Type safety
  • Python Pipelines
  • Cloudflare Workers Edge deploy
Steering

Product and delivery

  • OKRs Outcomes
  • Structured discovery Diagnosis
  • SAFe Scaling agile
  • Figma, Miro, Jira Operating system

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