Welcome to my page!
I’m a Principal Research Scientist at ServiceNow Research in Montreal and an Adjunct Professor of Computer Science at Laval University and Mila. I lead ServiceNow’s Human Decision Support research program, which explores the use of machine learning for decision-making in complex dynamic environments.
My main research interest is causal decision-making under uncertainty, where the goal is to answer questions of causal nature (interventions, counterfactual), while accounting for sources of uncertainty, such as ambiguity in causal structures and unmeasured variables. I am also interested in probabilistic time series forecasting and its use to foresee the long-term effect of actions.
In the past, I developed machine learning algorithms for biomarker discovery in large genomic datasets and focussed on applications to the global problem of antibiotic resistance. I obtained my Ph.D. in 2019 under the supervision of François Laviolette.
PhD in Artificial Intelligence, 2019
Laval University
MSc in Artificial Intelligence, 2014
Laval University
BSc in Computer Science, 2012
Laval University