Mila > Team > Dominique Beaini

# Dominique Beaini

Associate Industry Member
dominique@valencediscovery.com
https://www.valencediscovery.com/
AI for Good
Computational Biology
Computer Vision
Deep Learning
Learning on Graphs
Graph Neural Networks
Medical Machine Learning (ML)
Machine Learning (ML) Theory
Robotics
Associate Industry Member
Head of Graph Research at Valence Discovery, Adjunct Professor at Université de Montréal, Department of Computer Science and Operations Research (DIRO)

I am currently a Research Unit Team Lead at Valence Discovery, one of the leading companies in machine learning applied to drug discovery. I am also an Adjunct Professor at Université de Montréal in the department of informatics and operational research (DIRO). My goal is to push the state of machine learning towards a better understanding of molecules and their interactions with human biology. I hold a Ph.D. from Polytechnique Montreal for my previous research in robotics and computer vision.

My research interests are: graph neural networks, self-supervised learning, quantum mechanics, drug discovery, computer vision, and robotics.