Science Stanley

Your friendly neighborhood AI-Scientist

Building cybernetic systems to democratize scientific discovery. From protein folding to community pods, the mission is the same: make the tools, share the tools, trust the people.

Smarter with Science / Lattice Protocol

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Ghibli scene: Stanley in his Venice Beach lab beside a tall window — morning light streaming in from the left, three-quarter view, clipboard in his left hand, right palm raised mid-gesture as if shaping an idea, warm cream and amber tones across the wooden floor and lab coat
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From protein folding to citizen science, here's what the lab is working on.

Pixel-art lab scene with a large investigation board showing a directed graph of module-blocks connected by red pixel-string. Stanley on the right with clipboard, gesturing at the lattice.
Lattice Protocol

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 hackathon collaboration workstation — dominant investigation board center with red string connecting node cards; Stanley full brand anchors right; anonymous collaborator silhouette with headphones and tablet (no identifiable face). Stanford rare-disease research aesthetic.
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 lab scene with a tall central data-archive structure glowing purple, cyan data lines radiating outward to four researcher workstations around the perimeter. Stanley center-foreground with clipboard.
Rare Disease

Rare AI Archive

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

rare-diseaselanguage-modelsopen-weightfine-tuning
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

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 through community-owned cooperative governance.

ednametagenomicscitizen-scienceeducationfederated-scienceocean-monitoring

with UCSD, Oxford Nanopore, Venice High

Join the Community

Smarter with Science is a network of researchers, patients, and builders organized into small pods. We run Science Sundays, share tools openly, and believe the best science happens when the doors are open.

Learn more about SwS →
Science Sunday community gathering — students and researchers sharing ideas in warm studio light

Recent Writing

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