
BMD Pat LLC
Patrick Hughes
Manager, Software Engineering & AI · Nashville, TN
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
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
NightShift Supervisor
After-Hours Monitor
Email Router
Inbound Triage
Cleanup
Repo Hygiene
Monitoring
System Health
Cron Supervisor
Scheduler Oversight
FullAutoResearch
Research Director
BMDHodl Agent
Asset Tracker
HR Agent — Headcount Management — Currently: Active
Sole responsibility: maintaining this org chart. We automated HR. Of course we did.
The rig
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
Professional History
Manager, Software Engineering & AI
Dec 2025 — PresentOneOncology
- Leading the AI & Software Engineering division.
- Oversight of scalable cloud infrastructure and intelligent automation teams.
- Strategic planning for enterprise AI adoption and agentic workflows.
AI Software Engineer
Apr 2025 — Dec 2025OneOncology
- 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.
Systems Engineer
Feb 2024 — Apr 2025OneOncology
- Deployed scalable Azure infrastructure for regulated enterprise data.
- Drove AI adoption through POCs and live demos.
- Built data pipelines with Slack automation integrations.
Systems Engineer
Mar 2021 — Feb 2024Smyrna 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.
SharePoint Developer / IT Admin
Jul 2019 — Oct 2021TN 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.