Hardware · AI · the seam between

Hardware hacker.
Data architect.
AI pilot.

I build at the seam where enterprise scale meets maker culture — ESP32 mesh networks, Fortune-500 data warehouses, and a lot of Claude as co-pilot. Anti-cloud, host local, think global.

live · radioactive entropy

HOTBITS — true random,
from nuclear decay.

A Geiger counter watches a radioactive source; the gaps between decays become NIST-tested bits. No algorithm, no seed — just physics, served live.

b/Bentropy
cpmcount rate
bits emitted
%χ² uniformity
idlecount rate · 24h
NIST continuous: passwarming up…
BY THE NUMBERS

The pile, counted.

Live counters from `site-data.json` — regenerated by the build pipeline every deploy.

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Streak
RECENT WORK

What's been shipping.

Commits, sessions, and conversations — the live thread across every project.

All projects
Claude Code session (1443 messages)20h ago
6 sessions, 386 tool calls
Activity on Sysforge-AI/sfprojectSystems & Infra1d ago
Repository sfproject
Claude Code session (1054 messages)2d ago
1 sessions, 325 tool calls
Claude Code session (637 messages)3d ago
1 sessions, 190 tool calls
Activity on isenbek/terrapulseSystems & Infra6d ago
Climate intelligence platform — ingest, normalize, and serve environmental data
Claude Code session (3710 messages)6d ago
1 sessions, 1245 tool calls
Claude Code session (1637 messages)1w ago
2 sessions, 488 tool calls
Claude Code session (3106 messages)1w ago
7 sessions, 862 tool calls
Claude Code session (6918 messages)1w ago
1 sessions, 1949 tool calls
Claude Code session (514 messages)1w ago
9 sessions, 175 tool calls
Claude Code session (1170 messages)2w ago
5 sessions, 347 tool calls
Claude Code session (867 messages)2w ago
1 sessions, 256 tool calls
Claude Code session (3 messages)2w ago
1 sessions, 0 tool calls
Claude Code session (426 messages)2w ago
4 sessions, 145 tool calls
Claude Code session (4511 messages)2w ago
7 sessions, 1271 tool calls
01 / WHAT I DO

From mesh radios to data warehouses.

Three threads, one practice. Each ships its own systems, but they cross-pollinate — the lab feeds the consulting, the consulting funds the lab.

io

Edge & hardware

ESP32 mesh, SDR scanner stacks, TRNG generators, Pi clusters. Production hardware on local power, real signals, real latency budgets.
{ }

Data architecture

Pipelines, warehouses, telemetry. Fortune-500 scale without a cloud provider on the bill — systemd, Postgres, NATS, and a deploy script that fits on one screen.

AI piloting

Claude as co-pilot for actual ship-it work — not demos. Workflow design, agent harnesses, and the unglamorous plumbing that makes them safe in prod.
03 / WORK TOGETHER

Got a build that needs the seam-runner?

If you have hardware that needs to talk to a warehouse, or a warehouse that needs to talk to an agent, that's the room I work in. Let's sketch it.

Book a call →