I build AI-accelerated, closed-loop discovery systems for brain aging.
Built
Sentinel
Agent that predicts antigen targets for unknown T cell receptors and designs validation experiments.
2nd of 70 teams and People's Choice, Bio x AI Hackathon at Y Combinator
ANSWERBACK
Fixed-budget agent querying archived experiments to find which secreted factors change cells.
re:AGENT hackathon
Aging mouse brain atlas
RNA atlas of 15 mouse brain regions across 7 ages, with a public browser.
Skills
AI and computationProtein and genomic foundation models (ESM-2, Evo-2, Boltz-2, RFdiffusion, Borzoi), Agentic coding (Claude Code, Codex, Antigravity), Modal GPUs, Single-cell multi-omics, Causal network inference, ML for imaging, Python, R
Lab platformsIn vivo CRISPR screens, Perturb-seq, Lab automation, High-content imaging, Two-photon imaging in living brains, Immune cell replacement
Experience
Principal Investigator, Brain Aging
Calico Life Sciences
Leads brain aging research, building computational, in vitro and in vivo discovery platforms.
- Perturb-seq screens of hundreds of gene targets, in vitro and in the aging brain.
- Cell Painting screens of 2,500+ compounds, run with automation and AI.
- Trusted tester for frontier lab AI tools and models.
Postdoctoral Scholar
Stanford University, Wyss-Coray lab
Built the aging mouse brain atlas and multiomic methods that measure aging across tissues.
Lead, American Heart Association / Allen Brain Health RNA-seq core
Stanford University
Ran bulk and single-cell RNA-seq projects for a consortium of ten Stanford labs.
PhD, Genetics and Bioinformatics
Max Planck Institute for Biology of Ageing and University of Cologne, Partridge lab
Diet, DNA methylation and aging in mice.
MSc, Molecular Biosciences and Systems Biology
Heidelberg University
BSc, Molecular Biotechnology
Technical University of Munich
Talks
Panel, AI for preclinical neurosciencePsyMed Ventures Frontier Neuro (un)Conference, San Francisco
Keystone Symposia, Immune Aging and Innate ImmunityBanff, Canada
Society for NeuroscienceSan Diego
Keystone Symposia, NeuroinflammationWhistler, Canada
10x Genomics User SymposiumSan Francisco
Gordon Research Conference, Systems AgingNewry, Maine
Keystone Symposia, Intra- and Intercellular Mechanisms of AgingVancouver, Canada
Cell Symposium, Aging and MetabolismSitges, Spain
Healthy Ageing: From Molecules to OrganismsCambridge, UK
Gordon Research Seminar, Biology of AgingLes Diablerets, Switzerland