AI Engineer  ·  Physicist  ·  Builder

Michael
Martin

From fine dining to physics labs to production AI systems. Building a business, tinkering with hardware, and figuring out the next thing.

Michael Martin

The Story

Murfreesboro, TN

I started in a warehouse. Tried college, dropped out. Gas station. Restaurants. A hotel. Retail. Tried college again and ended up getting committed for a week. That one didn’t stick either.

Fine dining did. I climbed through it — banquet halls, then the real thing. Places where how you hold the plate matters, where you remember who’s celebrating their anniversary and you bring the champagne out right. I served celebrities, athletes, heads of state. Somewhere in there I picked up a rule I’ve never shaken: it’s all in the details.

Third try at school, I actually finished. BS in Physics, MTSU, 2019. Spent two years trapping individual lung cancer cells with laser tweezers — literally holding cells with focused light and measuring how they behave. My capstone was an acoustic levitator. Ultrasonic transducers, 3D-printed dome, Arduino, hand-soldered circuits. It made things float with sound. I also accidentally built an acoustic cannon at one point. That part didn’t make it into the final presentation.

After that: landscaping and carpentry, then a data science certificate, then three years at a consulting firm building production AI — LLM pipelines, PySpark migrations, responsible AI evaluations for federal clients. I mentored high schoolers through a congressional app challenge on the side. One got an internship out of it. One won first place. Then my job moved to India so I moved back home.

My wife has a dairy allergy. Every restaurant is a negotiation. I built AllergyFind so she could look up somewhere and just know. It started as a way to stay busy. There’s a real customer in Nashville now and I’m figuring out the rest.

I hike with the dog, take my wife on actual dates, do archery — I’m genuinely good at it. College football. Auto racing. Sometimes I’ll just pick a city I’ve never been to and go walk around it, or disappear into the woods for a few days. No five year plan. Just things I’m building.

What I Build

Selected Works

AllergyFind

Live

My wife has a dairy allergy. Every restaurant visit is a production. So I built the thing I wished existed — restaurants publish verified allergen pages, diners get something they can actually trust. Live customer in Nashville.

FastAPIPostgreSQLRailway
GitHub →

Elwin Ransom

Live

A local AI companion running entirely on your hardware. Voice I/O, vision, web search, reminders, calendar — three-tier memory with background fact extraction. No cloud, no subscription. Ollama backend, three frontends.

PythonOllamaSQLiteTelegram
GitHub →

WeatherMap

Live

Navigation PWA with live radar and weather-adjusted ETAs. Two-pass algorithm: samples weather along the route, then recalculates accounting for when you'll actually arrive at each point. Installs to home screen, works offline.

Vanilla JSLeafletPWAOSRM
GitHub →

FerroBot

In Progress

A 4×4 electromagnetic coil array that shapes ferrofluid into dynamic patterns. The simulation models Rosensweig instabilities and spike formation. Research direction: ferrofluid as a physical reservoir computer, with peak capacity near the instability threshold. Hardware build underway.

PythonNumPyArduinoPhysics
GitHub →

Connect

Always up for a good conversation
◆ ── ◆ ── ◆

Built with Next.js & Tailwind CSS