Projects

AI-native infrastructure for agentic workflows — federated compute, verifiable science, and composable modules that bridge human expertise with autonomous AI.

ML Scientist at Stanford Genetics and Stanford Medicine — building AI infrastructure for rare disease diagnosis, precision oncology, and scientific foundation models.

with Stanford Genetics, Stanford Medicine, Wilhelm Foundation, Mayo Clinic, CZI

A curated, open-weight collection of language models fine-tuned on rare disease literature — from diagnostic reasoning to patient advocacy.

International rapid-prototyping hackathon bringing AI, clinicians, and patients together to solve undiagnosed rare disease cases in 48 hours.

with Stanford Medicine, Mayo Clinic, Wilhelm Foundation, Karolinska Institute

Federated citizen science platform putting portable DNA sequencers in the hands of K-12 students and farmers, generating GIS-indexed metagenomic data about California's environments through community-owned cooperative governance.

with UCSD, Oxford Nanopore, Venice High

A community network organized into small pods — researchers, patients, and builders working together on Science Sundays and beyond.

Computational protein binder design pipeline — from target selection through structure prediction to binding affinity scoring.

with LabDAO

Open-source deep learning platform for drug discovery, materials science, and biology — research architect and GSoC mentor.

Community-driven HEPA filter builds for schools and public spaces — maker culture meets environmental justice in the wake of the LA fires.

with KINN Community Center, Smarter with Science

AI-Scientist in Residence at UCLA Anderson School of Management — advising bio, science, and AI founders on translating research into ventures.

with UCLA Anderson School of Management

STEAM accelerator at the intersection of art, technology, and community — Venice Beach creative technology studio connecting culture with computation.

with Jim Budman, Beyond the Streets, Google, Snapchat

Principal ML Scientist building industrial-scale language translation serving 50+ nations and 50,000+ translators — the origin story for cybernetic systems.

with Google, WeLocalize

Edge AI bio-monitoring network using Google Coral TPU to decode mathematical patterns in crow vocalizations — Venice Beach citizen science at its weirdest and best.

with Space Post Labs, Google Coral

Head of Data Science at LabDAO — led the first molecule discovery through decentralized science infrastructure.

Head of Research at Lilypad — decentralized compute marketplace, GPU verification research, and the Altruistic AI Agents series.

Bioinformatics pipeline for rare disease diagnosis through DNA methylation pattern analysis.

Chief Architect at New Atlantis Labs — decentralized marine science, ocean biodiversity regeneration, and precision medicine for the oceans.

with Gordon Gould