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98 followers · 65 following
  • Zone 8b

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Mars 2020 ContributorAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Sharkx3

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Mars 2020 ContributorAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Sharkx3

Organizations

@wikimedia @Earth-MGMT-SYS @wiki-ai @sunhypnotic @open-source-botany

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accraze/README.md

Hi, I'm Andy πŸ‘‹

πŸ“ PNW | πŸ€– Director of AI

Python FastAPI ElasticSearch TypeScript Claude AWS Docker SQL

Building AI capabilities from zero to production in the automotive aftermarket. 10+ years turning ML/AI into real business value β€” from Wikipedia to PE-backed enterprise.

What I Do

  • πŸ—οΈ Built an AI function from scratch at a PE-backed automotive aftermarket company β€” team, strategy, infrastructure, all of it
  • 🎯 AI enablement for the enterprise β€” translating cutting-edge AI into practical business outcomes for executive leadership

Background

  • 🌐 Wikimedia Foundation β€” ML/AI infrastructure at scale
  • 🎡 Discogs β€” Software engineering for the world's largest music database
  • 🏒 10+ years remote β€” Building and shipping from the Pacific Northwest since 2015

Beyond the Code

  • 🎸 SunHypnotic β€” Experimental music label, operating since 2008
  • 🎡 Acoustic guitar β€” Alternate tunings, neo-electro-acoustic explorations
  • πŸƒ Trail runner β€” Pacific Northwest trails
  • πŸ• Newfoundland dog dad

Philosophy

"Ship the thing that moves the needle." β€” I believe AI's biggest impact isn't in demos, it's in the boring, high-value problems nobody else wants to automate.

Connect

LinkedIn GitHub Twitter

Random Facts
  • Ran an experimental music label for 15+ years
  • Previously lived on the Oregon/Washington coast for 7 years
  • Powered by Yerba Mate and trail runs

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    Train Markov models on Internet Archive text files.

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