[bmdpat]
Patrick Hughes at the Golden Gate Bridge

BMD Pat LLC

Patrick Hughes

Manager, Software Engineering & AI · Nashville, TN

Microsoft Certified: Azure Solutions Architect ExpertMicrosoft Certified: Azure AI Engineer Associate

AZ-305 · Azure Solutions Architect Expert

AI-102 · Azure AI Engineer Associate

Who I am

I'm Patrick Hughes. Day job: Manager of Software Engineering & AI, leading the division building enterprise AI infrastructure. Side business: BMD Pat LLC, a one-person holding company I run nights and weekends out of Nashville.

I started in IT infrastructure, got deep into Azure, got the certs, moved into AI engineering, and ended up running the division. The side business started with a crypto mining rig in 2017 and has been expanding ever since — real estate, automated trading, open source tools, angel bets, content.

Twenty-Two AI agents run the operations. I make the decisions. When I'm not doing either, I'm in a Dota match.

How BMD Pat runs itself

BMD Pat is run by AI agents as much as it's run by me. Agents post the blog. Agents triage inbound. Agents audit the autotrader at close. Agents send me a morning brief at 7 AM Central with everything I need to know in 300 words.

I work on the business. They work in it. That split only works if the products are small, the checkout is Stripe, and there are no calls to take.

Org Chart

BMD HODL Organizational Structure

22 headcount. 0 human. 0 committee approvals required.

Patrick Hughes

The Only Human / Head of Everything That Actually Ships

No VP of Digital Transformation. No Center of Excellence for AI Enablement. No Change Advisory Board review pending.

operations

Morning Briefing

Chief of Staff

CMO

Chief Marketing Officer

Autotron

Head of Operations

Reflection

Head of Strategy

First-Paying-Customer

Head of Sales

finance

CFO

Chief Financial Officer

Stock Briefing

Equity Analyst

Crypto Briefing

Crypto Analyst

Autotrader

Portfolio Manager

AUTO

growth

engineering

SDK Developer

Senior SDK Engineer

Dashboard Developer

Full-Stack Engineer

Marketing & Growth

Docs & Growth Lead

Project Manager

PM

infrastructure

Security Analyst

P0 Threat Detection

AUTO

NightShift Supervisor

After-Hours Monitor

AUTO

Email Router

Inbound Triage

AUTO

Cleanup

Repo Hygiene

AUTO

Monitoring

System Health

AUTO

Cron Supervisor

Scheduler Oversight

AUTO

FullAutoResearch

Research Director

AUTO

BMDHodl Agent

Asset Tracker

AUTO

HR Agent — Headcount Management — Currently: Active
Sole responsibility: maintaining this org chart. We automated HR. Of course we did.

Reviewed byNobody
CAB meeting requiredNo
VP sign-off pendingNo
JIRA tickets openedZero
Vendor RFPs issuedNone
IE11 support requiredNo
Time to deployOne prompt

The rig

GPU 1RTX 3070 — 8 GB VRAM
GPU 2RTX 5070 Ti — 16 GB VRAM
GPU 3RTX 5090 — 32 GB VRAM (primary dev)
Runtimellama.cpp · Llama 3.1 8B local
RuleIf it can't run on consumer hardware, it's not core to the business

Why I'm doing this

Freedom over revenue. Company of one, forever. I'd rather make $200 a month from six people who actually install AgentGuard than chase revenue that turns this back into services.

Ship things people actually pay for. Repeat. Keep the surface area small enough that one person can hold the whole thing in their head.

“I build systems that give people tools, capital, and freedom at scale.”

What I'm NOT

Not a consultant. Not an agency. Not taking calls. I'm not going to write you a proposal. I'm not going to align on scope over a 30-minute discovery session.

I ship tools. You buy them, or you don't. That's the whole relationship, and it's the one I wanted.

Skills & Stack

PythonTypeScriptNext.jsAzureAzure OpenAIDatabricksAI AgentsRAG architecturesn8nFastAPITensorFlowPyTorchCI/CDGitHub ActionsDockerllama.cpp

Professional History

  1. Manager, Software Engineering & AI

    Dec 2025 — Present

    OneOncology

    • Leading the AI & Software Engineering division.
    • Oversight of scalable cloud infrastructure and intelligent automation teams.
    • Strategic planning for enterprise AI adoption and agentic workflows.
  2. AI Software Engineer

    Apr 2025 — Dec 2025

    OneOncology

    • Architected secure cloud infrastructure for AI/ML workloads.
    • Led AI-driven DevOps and CI/CD pipeline construction.
    • Built agentic AI systems using Python, TensorFlow, and PyTorch.
    • Implemented RAG-based architectures for internal knowledge retrieval.
  3. Systems Engineer

    Feb 2024 — Apr 2025

    OneOncology

    • Deployed scalable Azure infrastructure for regulated enterprise data.
    • Drove AI adoption through POCs and live demos.
    • Built data pipelines with Slack automation integrations.
  4. Systems Engineer

    Mar 2021 — Feb 2024

    Smyrna Ready Mix

    • Migrated 1,500 users to Office 365 Hybrid environment.
    • Architected Azure IoT solution tracking 70 concrete trucks.
    • Managed network operations for 300+ locations.
  5. SharePoint Developer / IT Admin

    Jul 2019 — Oct 2021

    TN Air National Guard

    • Managed IT operations for 1,200 personnel.
    • Resolved critical infrastructure issues for DoD operations.
    • Maintained $50K+ in enterprise equipment to reduce downtime.

Get The One-Person Holdco (free PDF)

One human plus twenty-two AI agents, fourteen-year horizon, zero employees. The real numbers and the forward constraints.