15+ years of operations experience, a BSEE, an MBA, and a multi-rig GPU farm generating passive income — all documented in real time.
I started with a single RTX 4090, a lot of questions, and zero roadmap. The GPU rental space in 2023 was a maze of conflicting information, platform gotchas, and hardware decisions that could make or break your ROI before you even plugged anything in.
So I figured it out the hard way — through trial, error, Vast.ai support tickets, late-night driver debugging, and a lot of spreadsheet math. Then I started documenting it on YouTube so nobody else had to go through it alone.
Today I run a Threadripper/6×4090 rig and an EPYC/4090 machine on Vast.ai, manage a full Proxmox homelab with UniFi networking, and consult with operators ranging from first-time rig builders to multi-node data center clients.
My background is in electrical engineering (BSEE, University of Illinois) and business operations (MBA, Northern Illinois University), with 15+ years managing large-scale logistics operations. I care about systems, efficiency, and numbers that actually hold up — not hype.
Real engineering and operations experience — not just YouTube takes.
BSEE from the University of Illinois at Urbana-Champaign. MBA from Northern Illinois University. Engineering fundamentals meet business operations.
Active Vast.ai operator running Threadripper/6×RTX 4090 and EPYC/RTX 4090 rigs. RTX 5090 build in progress. Real rental income, real numbers.
Proxmox virtualization, UniFi networking (UDM SE), k3s Kubernetes, Pi-hole, Tailscale VPN, Unraid storage. Multi-VLAN production homelab.
15+ years managing warehouse operations at scale — 4,000+ packages daily. Systems thinking, process optimization, and data-driven decision making.
The principles behind every video, consultation, and tool I produce.
GPU rental income is real but it's not magic. I show you the actual numbers — revenue, electricity costs, utilization rates, and realistic ROI timelines. No cherry-picked screenshots.
I don't skip the hard parts. Driver installs, VLAN configs, Docker networking, BIOS settings — if it matters for your rig, it gets covered properly.
The Misfit Mining Discord exists because this stuff is easier when you're not alone. Questions get answered. Configs get shared. Wins get celebrated.
Whether you need a 1-on-1 consultation or just want to follow along — I'm here for operators at every level.