Enzyme design with generative ML
My primary interest currently is generative ML for protein design. I've previously led numerous protein AI projects at Ginkgo Bioworks—where I worked from 2017 to 2023—including benchmarking, scaling, and improving deep neural networks for protein design across dozens of enzyme classes.
Protein transformers from scratch video lecture series
In this series of video lectures, we go step by step through generative modeling of protein sequences, building to a large protein transformer model trained on all of UniProt
Music
Big Boogie, short essays on blues guitar techniques
