Projects

Research, tools, and community initiatives. Each project spans at least two content pillars — because the interesting problems live in the overlaps.

Pixel-art scene: clean-shaven Science Stanley with spiky hair at his Venice Beach lab workstation — a red-string discovery wall and warm desk lamp on the left, glowing CRT monitors with abstract data and a DNA helix, a lab bench with a microscope and bubbling beakers, and a cosmic Venice sunset through the window

Pixel-art scene — Stanley smiles inside his darkened lab as a golden lattice of glowing nodes and threads fills the window and walls, a warm desk lamp below

Lattice Protocol

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

federationagentic-aiinfrastructureprotocol

GitHub

Pixel-art scene — Stanley walks through a warm sandstone campus arcade at golden hour, notebook under one arm, red-tile roofs and a leafy quad beyond

Rare Disease

Research to the People — Stanford

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

stanfordrare-diseaseprecision-oncologygenomicshackathon

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

Pixel-art scene — Stanley, seated in his wheelchair at a long archive desk, files a softly glowing record card into a card-catalog drawer in a warm library

Rare Disease

Rare AI Archive

A curated, open-weight language model and evaluation toolkit fine-tuned on rare disease literature — from diagnostic reasoning to patient advocacy.

rare-diseaselanguage-modelsopen-weightfine-tuning

Pixel-art scene — Stanley stands at the head of a warm hackathon worktable, one hand on his cane, gesturing encouragement to teammates seen from behind under string lights

Rare Disease

Undiagnosed Patients Hackathon

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

rare-diseasehackathondiagnosispatient-driveninternational

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

Pixel-art scene — Stanley tends a tray of green seedlings in glass vials beside a glowing teal map of California, a helix of light rising by a twilight-ocean window

Education

WGA — World Genome Academy

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.

ednametagenomicscitizen-scienceeducationfederated-scienceocean-monitoring

with UCSD, Oxford Nanopore, Venice High

Pixel-art scene — Stanley speaks from a small stage corner under string lights at dusk, a table demo of glassware and a green plant beside him, listeners seen from behind

Community

Smarter with Science

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

communitypodsscience-sundaysopen-science

Pixel-art scene — Stanley at his warm workbench, delighted, rotating a glowing holographic protein ribbon above the bench, glassware and a steaming mug nearby

Research

BindCraft Pipeline

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

protein-designbindersstructure-predictionrosetta

with LabDAO

Pixel-art scene — Stanley turns from a monitor showing an abstract molecule graph to a raised flask of pale violet liquid, shelves of glassware behind

DeSci

DeepChem

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

open-sourcedrug-discoverychemistrymentorshipGSoC

GitHub

Pixel-art scene — Stanley crouches in a sunlit classroom beside a small glowing air-quality monitor and a leafy plant, gesturing toward the open window

Community

Clean Air Classroom

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

clean-airhepa-filtersenvironmental-justicela-firesmaker-culture

with KINN Community Center, Smarter with Science

Live

Pixel-art scene — Stanley sketches a rising curve of connected nodes on a flip pad in a warm evening meeting room, a glowing city skyline out the window

DeSci

UCLA Venture Accelerator

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

entrepreneurshipai-advisinguclabio-venturesfounder-mentorship

with UCLA Anderson School of Management

Pixel-art scene — Stanley in a cozy studio corner with a vintage film camera on a tripod, string lights, film reels, and an edit monitor of abstract color swatches

Community archived

Budman Studios / Space Post Labs

Technical Director of Jim Budman's Venice Beach art-patronage foundation and the Space Post Labs STEAM accelerator — bringing VR, AR, and AI to the artists making the culture.

steamart-techvenice-beachcreative-technologycommunity

with Jim Budman, Beyond the Streets, Google, Snapchat

Pixel-art scene — a falcon perched on Stanley's leather glove at eye level at golden hour, a field recorder with a soft waveform at his side, coastal scrub behind

DeSci archived

Falcon Language Translation

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

machine-learningtranslationnlpgoogleenterprise-ai

with Google, WeLocalize

Pixel-art scene — Stanley leans in eye-to-eye with a glossy black crow on a wooden stand at his dusk lab bench, a small circuit board and speaker between them

Community archived

Crow Language

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

edge-aibio-monitoringcoral-tpucitizen-scienceanimal-behavior

with Space Post Labs, Google Coral

Pixel-art scene — Stanley links two nodes of a glowing web of lab-flask icons floating in his night lab, warm glassware glowing on the bench below

DeSci archived

LabDAO

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

descidaomolecule-discoveryopen-sciencemarine-science

Pixel-art scene — Stanley crouches delighted at an indoor pond terrarium as tiny motes of light hop from lilypad to lilypad, lush plants around

DeSci

Lilypad Network

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

decentralized-computegpu-verificationaltruistic-aiarxivoncology

GitHub

Pixel-art scene — Stanley points, delighted, at a tall glowing double helix where small gold tags attach like bookmarks, a steaming mug on the bench

Rare Disease

DNA Methylation Pipeline

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

bioinformaticsrare-diseasemethylationdiagnosisclinical-ai

GitHub

Pixel-art scene — Stanley rests a hand on a tall glowing aquarium of living coral in his dim warm lab, tiny fish drifting past as blue light plays across his delighted face

DeSci archived

New Atlantis

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

ocean-sciencedescibiodiversitymarine-aidao

with Gordon Gould