Michael profile

Latest writing

I continually write on x.com, but larger running posts or essays are here.
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Projects

Tech Things

a list of some work, categories, keywords and valuable things I've done for people

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  • computer vision ai for contextual advertising
    • Custom ai models w cuda, mlops sagemaker, RAG, embeddings/vector databases
    • Customer analytics w pubsub, bigquery, metabase
    • Self serve customer portal w supabase
  • fractional cto / principal
    • product strategy
    • tech strat + selection
    • capital allocation
  • vertical specific SaaS
    • Data Warehousing & Customer analytics
    • Integrations marketplace
    • Docs, Search, AI
    • ..other new business verticals
  • customer analytics
    • A number of times now build from scratch, or wrapped around partial setups
    • aws, gcp, tinybird, clickhouse, vendors platform engineering
    • Customer analytics w pubsub, bigquery, metabase
    • Also tinybird, custom workflows into postgres, looker, tableau
  • platform / devops
    • Multi region across us, au, uk, eu (gdpr compliant DE)
    • Several times takes deployments from months or weeks to minutes
    • ship to prod fast and async rollout to users (ofc)
  • growth engineering from 1m to 30m Unicorn-status at linktree
    https://linktr.ee
    • employee 14
    • Event systems, analytics engineering, customer analytics
    • Pricing & Packaging
    • Link types, gating, statsig
    • Martech, vendors, tiktok & facebook partnership
  • martech product engineering
    • enterprise personalisation tools & integrations
    • product analytics & experimentation tools