Using machine learning and advanced analytics to reduce financial risks in the e-commerce sector.

Application of predictive algorithms using statistical methods and machine learning. Forecasting of key financial metrics, modelling customer behaviour, A/B testing of marketing campaigns and new features.

Performance of impact evaluations of capital intensive projects in Quebec. Maintenance of a database of capital intensive projects throughout Canada. Production of the monthly trend report based on the data compiled for the CAPEX database.

Impact evaluations of economic development programs using quantitative methods such as Randomized Controlled Trials, Difference-in-differences and other quasi-experimental techniques.

Created case studies and exercises for the Master Degree in Earth and Energy Resources Leadership program at Queen's University. Graded assignments and hosted tutorials.

Internship for the John Deutsch International Executive Program. Developed case studies for the Investment Appraisal and Risk Analysis program and translated documents from English to French.

Teaching assistant for macro and micro-economics at the undergraduate level.