Executive Director, Machine Learning Engineering at Generate:Biomedicines
📍 Cambridge, Massachusetts, United States
Marek Barwinski is the Executive Director of Machine Learning Engineering at Generate: Biomedicines, specializing in generative AI for designing new medicines. His career includes leading ML engineering at Isomorphic Labs and GSK. Colleagues describe him as a naturally curious, creative, and exceptional leader.
He helped initiate DeepMinds AlphaFold project, which began as an internal hackathon experiment combining deep reinforcement learning with a gamified protein-folding environment.
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Experience
6 Years
Current Role
Executive Director, Machine Learning Engineering
Job Level
Senior
Location
Cambridge, Massachusetts, United States
Personality Overview
How Marek shows up
Demanding
Quality Focused
Fast But Wary
They respond better to strong and respectful interactions. More than the product, they care about the impact of the product. They are not always relationship oriented.
Priorities
Topics Marek cares about
AI for Drug Discovery
His career at Generate: Biomedicines, Isomorphic Labs, and GSK has centered on applying machine learning to create new medicines and advance biomedical research.
ML Engineering
He leads teams focused on high-performance computing, experimental automation, and scalable cloud deployment of machine learning models for scientific applications.
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Career
Work history
9-2024
Executive Director, Machine Learning Engineering
Generate:Biomedicines
9-2022 - 7-2024
ML Engineering Lead - Senior Software Engineering Manager
Isomorphic Labs
9-2021 - 9-2024
Scientific Board
IDEAS NCBR Sp. z o.o.
8-2021 - 9-2022
Director AI/ML: Knowledge Graph ML Tech Lead
GSK
9-2020 - 8-2021
Director AI/ML: Embedded Engineering
GSK
In the press
Media appearances
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Dominance (D) reflects how goal and task oriented a person is, and their ability to accomplish results irrespective of how demanding the circumstances might be. Those scoring high tend to be motivated by winning, competition, and success.
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