EXPERIENCE
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Data Scientist
National Bank of Canada
Sep. 2020 - Sep. 2022 -
Data Science Consultant
Raymond Chabot Grant Thornton
Oct. 2019 - Sep. 2020I create data science solutions to grow the productivity and performance of Quebec’s small and medium-sized enterprises.
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Data Scientist Intern
Hydro-Québec
Apr. 2019 - Oct. 2019Analysis and manipulation of massive data sets, application of machine learning techniques for forecasting wind energy production, disclosure of results to a non-specialized audience.
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Academic Researcher
Université de Montréal
Sep. 2016 - April 2019Development of a nonparametric Bayesian regression model from random partitions in a survival analysis context, application of MCMC methods to perform model estimation and inference, stochastic simulations for model comparison purposes.
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Quantitative analyst
Citibank
Apr. 2015 - Sep. 2016Development of analytical strategies for the collection of accounts, churn prediction and drivers with logistic regression and decision tree models, customer segmentation with clustering and classification techniques, time series analysis to forecast financial flows.
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Data analyst Intern
Faculty of Medicine, UNAM
Feb - Jul 2014Development of a logistic regression model to predict school drop-out, identification of risk factors leading to dropping out from school, production of reports and presentations for the disclosure of results.
