Researcher, Engineer & Developer working to improve human healthspan through therapeutic abundance.

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The new way we’ll do science

19 minute read

Papers should become human-readable views over a graph of data, tools, results, and certificates.

4 minute read

A compact map of how cells decide which genes become proteins

4 minute read

2.5 years, two labs, one foundation model, and a defense. Here is what I learned.

3 minute read

Short stories about my professional experiences.

4 minute read

A Next-Generation Cell Foundation Model

5 minute read

Breaking the Quadratic Bottleneck in Cell Foundation Models

5 minute read

If you do data science and machine learning, here is everything you need to know to get started on the Arc virtual cell challenge.

5 minute read

350 Million Cells, 16 Organisms: Building the Largest Single-Cell Training Dataset

2 minute read

Towards foundation models that learn across biological scales

12 minute read

A large cell model for gene network inference: lessons learned, design choices, and what I would do differently