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andrewaarestad/README.md

👋 Hi, I'm @andrewaarestad

Full stack engineer with 20 years of experience bringing products to market. I build AI-powered applications using React, TypeScript, Python and C++. I focus on user experience, whether than means tuning Core Web Vitals or adding RAG to an agentic workflow. I also enjoy ML for physical systems.

📫 https://andrewaarestad.com

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  1. parameter-estimation/ambient-temperature-estimation parameter-estimation/ambient-temperature-estimation Public

    Using C++ with Python bindings to do training and inference in a physical ML system.

    Jupyter Notebook

  2. fluid-code fluid-code Public

    Entire ultrasonic water meter product open-sourced: hardware, firmware, apps, backend

    C++

  3. hypercolor/trifecta-monorepo hypercolor/trifecta-monorepo Public

    Monorepo with strong types across the stack: web, mobile, backend

    TypeScript

  4. ode-system-fitting-with-boost-and-nlopt ode-system-fitting-with-boost-and-nlopt Public

    Combining numeric integration and simplex optimization to fit ODEs to data

    C++ 1

  5. personal-website personal-website Public

    Personal website built with Claude Code mobile app

    TypeScript 1

  6. grill_temps grill_temps Public

    Using optimization with a heat transfer model to estimate BBQ smoking duration

    Jupyter Notebook