At Biohub (formerly Chan Zuckerberg Initiative), I work on product for AI research and cell science, collaborating with computational biologists, ML researchers, and engineers.
CELLxGENE
Partnered with product leadership to define vision for CELLxGENE, translating scientific requirements into roadmaps and specifications. Led cross-functional teams to deliver the visualization, data discovery, and API tools for AI models, embeddings, and data access, validating features via prototyping, model evaluation, and UX research.
Foundation Models & Virtual Cells Platform
Delivered biological foundation models to our Virtual Cells Platform, evolving from external model curation to orchestrating internal releases that bridged AI Research, Engineering, and Product. For VariantFormer, leveraged Claude Code to engineer the technical GTM suite including interactive model playgrounds and Remotion videos.
Automated Annotation Engine
Led 0-1 build of an automated annotation engine, delivering the model (VAE/Logistic Regression) and UI.
Strategic Work
Developed strategic biosafety briefings that CZI leadership presented to the Frontier Model Forum. Co-organized scverse (with NVIDIA, TileDB) and represented the organization at NeurIPS.