Emmanuel Hamel is a data scientist at the Autorité des marchés financiers (AMF). The AMF is the regulator of the financial market of the province of Québec. Emmanuel is working in the research lab of the AMF. As a data scientist, Emmanuel has to work on projects to increase the efficiency of the AMF (e. g. calibrate mathematical models, artificial intelligence models, visualize data, combine different datasets, etc.). Emmanuel is also a leader of the R, Python and PowerBI communities in the AMF. As a data scientist, Emmanuel also has to set up research projects with universities that are useful for the AMF and the financial industry when possible. Emmanuel has been working at the AMF for approximately 13 years. Before being a data scientist at the AMF, Emmanuel was working as a quantitative modeler at the AMF. Also, Emmanuel is a lecturer at the Université Laval in Québec.
Emmanuel graduated from the Université Laval and has a PhD in actuarial science. His main research interests are financial guarantees in actuarial science and stochastics processes. Emmanuel is also involved in different research teams and research projects on his personal time.