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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: Public SponsorAchievement: YOLOAchievement: Arctic Code Vault Contributor

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willmclellarn/README.md

Helloooooo Github 👋

I’m Will — an AI engineer, systems builder, and founder.
I care about leverage, clean abstractions, and building technology that actually works in the real world.

I spend most of my time designing AI-powered data systems: LLM + SQL layers, agent workflows, internal tools, and automation that turn messy business data into usable intelligence.

Work

I run General Development (general.dev) — an AI enablement studio for serious operators.

We build:

  • AI data wrappers (LLM ↔ SQL ↔ business logic)
  • Internal AI tools & dashboards
  • Agent-based workflows (classification, analysis, decision support)
  • Production-grade AI systems (not demos)

A lot of this work lives at the intersection of AI, data engineering, and product thinking.

I also run Cardinal eCommerce, where we apply the same systems thinking to complex Shopify + subscription infrastructure — but AI is now the center of gravity.

What I’m Interested In

  • Applied LLM systems (not hype)
  • Agent architectures & orchestration
  • Data modeling for AI
  • Automation that compounds
  • Building small, sharp teams
  • Long-term leverage over short-term hacks

Outside the Keyboard

  • Brazilian Jiu-Jitsu & wrestling 🥋
  • Strength & conditioning
  • Cooking 👨‍🍳
  • Living between Denver, Portland, and CDMX 🇲🇽
  • Reading, thinking, and pressure-testing ideas 📘

Say Hi

Popular repositories Loading

  1. organic-memory organic-memory Public

    TypeScript 2

  2. mclellarn.com mclellarn.com Public

    Personal Website

  3. ls-rubyintro ls-rubyintro Public

    Exercises from the intro to ruby book on Launch School

    Ruby

  4. ls_lesson_2 ls_lesson_2 Public

  5. ls_lesson_3 ls_lesson_3 Public

  6. Launch-School-All Launch-School-All Public

    All of my launch school work.

    Ruby