Hey, I'm Derek.
I bring AI to places the internet can't reach.

22 years keeping the U.S. Navy connected. Now I lead a team putting modern AI on ships and in air-gapped networks — where it has to just work, with no reach-back and nobody to call.

Active TS/SCI Navy Veteran · IT1 (Ret.) Security+ CE · Linux+ CE Chesapeake, VA
Derek Martin
Open to new opportunities
0years of Navy IT & comms
0ship tours — patrol craft, destroyer, carrier
0combat-zone deployments
0docs in the AI system I built at home in 2023
01 — Nice to meet you

The short version, in my own words.

I joined the Navy in 1999 and spent the next twenty-two years making sure the fleet could talk — on a patrol craft, a destroyer, an aircraft carrier, at a comms station in Hawaii, at Fort Meade, and downrange in Iraq and Afghanistan. I retired as an IT1 in 2021, but I never really left the mission.

Today I'm the contractor lead and AI program coordinator for the CB-ISEA Fleet AI Modernization Program at NIWC Atlantic. My job is to take the AI everyone's excited about and make it real on a ship — on hardware we can actually install, on networks that will never touch the internet, for technicians who need an answer right now.

I'm entirely self-taught. I'm the guy with a GPU server humming in the house and three side projects going at once, because I genuinely can't stop tinkering. If you're building something hard, I'd love to hear about it.

— Derek
02 — The journey

From the radio shack to the GPU rack.

Every stop taught me something I still use: how ships actually run, how to lead people under pressure, and how to keep systems up when nobody can fly out to fix them.

Oct 2024 — Now

Contractor Lead & AI Program Coordinator

DLH Corp · supporting NIWC Atlantic

Leading a contractor team driving Navy AI modernization — air-gapped deployments, GPU-optimized inference infrastructure, and getting AI tools into the hands of fleet technicians.

After SERCO/SAIC

Linux Server Administrator & COMSEC Account Manager

Stratascorp Technologies

Kept Linux servers hardened and running, owned vulnerability scanning and remediation, and managed a COMSEC account — the kind of job where "close enough" isn't an option.

After the Navy

Enhanced Distance Support Lead

SERCO / SAIC · TACNET CB-ISEA

Directed a team of 7–10 subject-matter experts supporting the fleet's CANES network across five software baselines — installs, system verification, troubleshooting, and the Kubernetes underneath it all.

1999 — 2021

Information Systems Technician, U.S. Navy

Retired IT1 (E-6) · 22 years

Three ship tours (USS SIROCCO, USS JAMES E. WILLIAMS, USS GEORGE WASHINGTON). Fleet messaging at NCTAMS PAC with an Iraq deployment. NIOC Maryland at Fort Meade with an Afghanistan deployment. Learned that the network is the mission.

03 — What I build

AI that works with the cable unplugged.

Most AI assumes a fast connection to someone else's cloud. A ship in the middle of the ocean doesn't get that. That gap is where I live.

🛰️

Air-gapped AI

Self-hosted language models and retrieval systems that run fully offline — on hardware sized for a server rack, a lab, or a ruggedized case.

⚙️

GPU infrastructure

Spec'ing, building, and tuning GPU servers for fast local inference. If it has a fan and a CUDA core, I've probably had it apart.

♟️

NeuralChess

My open-source lab for pitting language models against humans at chess — and finding out which AI can actually play.

View on GitHub →
2023

I built my own AI assistant before it was cool.

Before the AI boom, while I was supporting the fleet's network, I took an experimental project off GitHub and turned it into a retrieval-augmented AI on a server in my house — loaded with about 1,100 troubleshooting documents. I put it behind a VPN so I could ask it questions from my phone while I was standing in a ship's server room. That's the moment I knew where my career was going.

04 — How I work

What you get when you work with me.

01

I think like the end user.

I've been the sailor at 0300 with a down system and no help coming. Everything I build starts from that person.

02

I drive the whole system to done.

I'm not the person writing every line of code — I'm the one who knows what the system must do, directs the team (people and AI tools alike), and doesn't stop until it ships.

03

I tell you the real risk.

I'd rather give you an honest "here's what could break" than an exciting promise. Overclaiming gets people hurt in this business.

04

I take care of my people.

Leading sailors and SMEs for two decades taught me that teams win when people know you've got their back.

Local LLMs & RAGvLLM · Open WebUIAir-gapped deploymentNVIDIA GPU serversKubernetesLinux administrationDevOpsCANESVulnerability scanning (ACAS)COMSECITSM & SLA reportingTeam leadership
05 — Ask me anything (almost)

Go ahead — interview me.

Tap a question. These are the things people usually ask me over coffee.

derek@dbm.promo: ~/ask
Pick a question below to get started.
06 — Off the clock

The stuff that doesn't go on a résumé.

🪐

Star Wars collector

Serious collection. The GitHub handle "bobathefetts" should tell you who my favorite is.

🖨️

3D printing & Arduino

Reverse-engineered an RFID protocol and printed a custom enclosure — just to build a theme-park gadget for fun.

♞

Chess

Long-running games with a coworker, played on an offline board I built. And yes, NeuralChess started here.

🚁

Drones

Anything that flies and has a radio in it. Old habits.

🖥️

PC building

High-end rigs, GPU servers, and the occasional crypto-mining experiment on a Raspberry Pi cluster.

🎮

Gaming

ARC Raiders and Call of Duty when the kids are asleep.

🏰

Family travel

Theme parks and cruise ships with the family whenever we can swing it.

🏈

Jets fan

Which means I know a thing or two about patience and resilience.

07 — Let's talk

Building something hard?
I want to hear about it.

Whether it's a role, a project, or just swapping notes on running AI offline — reach out. I answer.