
Engineer · Executive
Generate:BiomedicinesExecutive Director, Machine Learning Engineering
Barwinski helped initiate the work that became AlphaFold, then applied machine learning to biomedical research at InstaDeep, GSK, and Isomorphic Labs.[1] At Generate:Biomedicines, he leads engineering teams combining generative models, large-scale computing, and automated experiments to design protein medicines.[2]
Generate:Biomedicines2024-present
Isomorphic Labs2022-2024
InstaDeep2019-2020
Google DeepMind2012-2019Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.
Barwinski describes his early AlphaFold work, roles at InstaDeep, GSK and Isomorphic Labs, and current leadership of machine learning engineering at Generate:Biomedicines.
Barwinski discusses his team’s work on protein modeling at Generate:Biomedicines.
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Reviewed August 8, 2026 · Checked for accuracy and new information.