Andrey Malinin is a Staff Research Scientist with a decade of experience building reliable generative and probabilistic AI models, currently advancing AI-first drug discovery at Isomorphic Labs. His work bridges deep academic training—a PhD in Artificial Intelligence from Cambridge and engineering roots at MIT—with industrial leadership at Yandex, where he led research on uncertainty, distributional shift, and released multiple large-scale datasets across domains like weather, medical imaging and autonomous driving. He founded and coordinated The Shifts Project, catalyzing cross-industry collaboration and publications that tackled real-world robustness challenges. A hands-on mentor and educator, he created and taught ML courses for speech processing while guiding early-career researchers and AI residents. Known for combining principled probabilistic methods with practical, scalable solutions, he brings uncommon depth in uncertainty estimation to applied generative modeling for life sciences.
10 years of coding experience
6 years of employment as a software developer
High School Diploma, High School Diploma at International School of Helsinki
Exchange Student Electrical Engineering and Computer Science, Exchange Student Electrical Engineering and Computer Science at Massachusetts Institute of Technology
Doctor of Philosophy (Ph.D.) Artificial Intelligence, Doctor of Philosophy (Ph.D.) Artificial Intelligence at University of Cambridge
Contributions:52 commits, 11 PRs, 55 pushes in 1 year 3 months
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