Architecting
Sovereignty.
Full Stack Engineering meets Cypherpunk Philosophy. Building censorship-resistant infrastructure, AI agents, and Bitcoin consensus layers.
Scroll to Initialize System
Command Center
Live telemetry from my sovereign infrastructure.
Engineering Velocity
Proof of Work
Open source contributions, technical writing, and verified credentials.
# Open Source



Latest Thoughts
Embeddings: The Unsung Heroes of Modern AI
How Do Machines Understand Meaning? Computers are fundamentally good at one thing: math. They don't understand words, images, or concepts in the...
How Bitcoin Solved the Byzantine Generals' Problem
A Problem of Trust in a World of Liars Imagine a group of Byzantine generals surrounding an enemy city. They need to decide unanimously whether ...
Beyond the Hype: Three Deep Learning Trends
The AI Cambrian Explosion The world of deep learning is moving at a breakneck pace. What was state-of-the-art just a year ago is now common prac...
Building My Interactive Portfolio
From Static Page to Dynamic Application When I decided to build my personal portfolio, I knew I wanted to create more than just a static HTML pa...
Public Square
NOSTR PROTOCOL • NIP-07
Why this matters
This guestbook is a demonstration of Sovereign Data. When you sign a message here, you own it. It is cryptographically signed by your keypair, not stored in a siloed database.
Scanning relays...
