Walid is a Senior Data Scientist Consultant. He holds a Ph.D. in Data Science from HEC Montreal. He was researcher at the International Research Centre on Cooperative Finance (IRCCF) at HEC Montreal & a Senior Consultant at Deloitte Canada. He is an expert in Python, R, and SAS, and he has a deep knowledge of Machine Learning and Applied Statistics.