Scientists / Our Scientists

Vladimir Gligorijevic

Senior Director of AI-ML, Prescient Design, Computational Sciences

Postdoc Mentor

Years at Genentech

I got my PhD in computer science in 2017 from Imperial College London and after the postdoctoral fellowship at the Flatiron Institute in New York I started my industrial career at Prescient Design. After Prescient’s acquisition by Genentech in 2021 I joined gRED as a Senior Director to lead a group of extraordinarily talented computational biologists and machine learning scientists and engineers focusing on computational protein design.

Featured Publication

Structure-based protein function prediction using graph convolutional networks.

Nature Communications, 12(1), 1-14.

Gligorijevic, V., Renfrew, P. D., Kosciolek, T., Leman, J. K., Berenberg, D., Vatanen, T., ... & Bonneau, R. (2021)

View Abstract

My group at Prescient focuses on developing novel computational tools for protein design by combining ideas from structural biology and machine learning. Specifically, we are interested in understanding and modeling antibody sequence-structure-function relationships, developing deep learning generative models for robust antibody representation and sequence-based antibody design. In collaboration with internal groups at gRED we aid to deliver machine learning-based software solutions for accelerating engineering of therapeutic antibodies.

Imperial College London, PhD Computer Science – 2017
University of Belgrade, MS Physics – 2013
University of Belgrade, BS Physics – 2011

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Vladimir Gligorijevic

Senior Director of AI-ML, Prescient Design, Computational Sciences

Featured Publication

Structure-based protein function prediction using graph convolutional networks.