AI Engineer · San Francisco, CA
I build agentic systems.
Sections
Projects
16 projectsTools, demos and open-source work, most of it built this year. Video and source on each.
Looper
EVMLLM
SVMLLM
AgentTune
DevRadar
Memoir
DirectX
Foamcore
Ecosystems
Developer ecosystems I've built, spanning IoT, semiconductors, edge AI, decentralized computing, and AI.
Verafy, Anza, Saga, NVIDIA, Arm, Intel
6 companies
Activations
Summits, hackathons, challenges, roadshows and livestreams, run at Intel, Arm and Saga between 2016 and 2023.
12 events
Hardware
Silicon, boards, and platforms: IoT and embedded compute, including Intel Edison, Joule and Curie.
7 platforms
Products
Client products shipped from 2010 to 2014 for Verizon, Trane, ESPN, Citibank, Urbanspoon and Volkswagen.
12 products
Writing
What changes for developers when the tools get good enough to do the work.
Latest: Verafy Harness Is an AI Validator Anyone Can Run
18 essays
Recent writings
All writingVerafy Harness Is an AI Validator Anyone Can Run
Verafy Harness wraps one AI model in everything a validator does, for Verafy Chain, a concept chain where contracts are written in words and there is no token. Five labs' models have already sealed a block together.
Actually Smart Contracts: rules in English, enforced by an AI jury
Write a rule the way you'd say it. A jury of AI models from different labs enforces it on Solana, and the contract acts only when enough of them agree.
Verafy Mediation Maps Both Sides of an Argument
Paste the links and the thread from a dispute. A council of five models maps each side, checks the facts, and suggests options both sides can live with.
Five Models Forecast the 2026 Midterms
Verafy Forecast puts every 2026 Senate race and House district to a panel of five AI models, and shows where they disagree instead of averaging it away.
EVMLLM and SVMLLM Run Smart Contracts on Transformer Weights
Two Verafy research demos. SVMLLM puts a small Solana VM inside hand-set transformer weights. EVMLLM runs a small Ethereum VM on a computer compiled into transformer layers. Both match their reference VMs on every test so far.