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mullinmax/README.md

πŸ‘‹ Hey there! I'm Maxwell

I'm a Data Engineer with a strong background in Python, SQL, and cloud infrastructure. When I'm not working with big data, you'll find me experimenting with: πŸ•ΉοΈ Embedded systems programming for pinball machines 🌍 Self-hostable web apps & backend engineering 🧠 Leveraging LLMs for practical (and silly) applications 🎭 Hacky toy projects & creative ideas

πŸš€ I'm currently looking for a new role! If you think I'd be a great fit for your team, reach out on LinkedIn.

⚑ Tech Stack

🐍 Languages: Python, SQL (Oracle, SQL Server, MySQL, Postgres), MicroPython, JavaScript, BASH, C, C++
πŸ› οΈ Tools & Frameworks: FastAPI, Flask, Docker, Redis, Nginx, Pyspark, Ollama, GitHub Actions
☁️ Cloud & DevOps: Azure Data Factory, Azure Databricks, Snowflake, Self-Hosting
πŸ“Š Data & Visualization: Tableau, Power BI
πŸ’» Operating Systems: Linux (Ubuntu, Pop! OS, FreeNAS), Mac OS, Windows

πŸ”§ Cool Projects

🎰 Warped Pinball - Vector

A modern software platform for '80s pinball machines, enabling WiFi, leaderboards, and expanded functionality using MicroPython and embedded hardware. Runs on a low-power processor with just 200KB of RAM, making every byte count.

🐊 Aggy

A self-hostable personalized content aggregator, helping users find relevant content using only their own data. This project is far from complete as the front end is still under development. But the live backend server's docs page can be found here

πŸ’‘ Connections Solver

Proof of consept script to see if LLMs can solve the NYT conncetions puzzles using embeddings. It works, just not well enough to invest time into it. I'm hoping for more powerful self hostable models to be released in order to make this more of a reality.

πŸ”„ Flip-Flop

A simple page swapper dashbaord driven by docker labels to bring all your self hosted web UIs into one place. See the demo instance here: https://flip-flop-demo.doze.dev/

πŸ“’ Writing & Speaking

  • 🎀 Demystifying AI – A talk breaking down AI concepts for a broad audience. Watch here.
  • πŸ“– I also write about my projects and ideas on my blog.

Pinned Loading

  1. warped-pinball/vector Public

    Vector allows your classic pinball machines to take advantage of Warped Pinball's modern electronics

    Python 5 1

  2. aggy Public

    A self-hostable content curator.

    Python 1

  3. flip-flop Public

    Flip-Flop is a self-hosted web application that brings all your self-hosted web apps into one page. Driven by docker labels

    Python

  4. musical-code Public

    Write your song as an algorithm in any language. "0 9-17 * * 1-5 /dolly/work.sh"

    Python 2