Michelle completed her PhD degree in 2013 from the Department of Statistics at the University of British Columbia, under the supervision of Professor Paul Gustafson. In addition to her academic qualifications, Michelle has over seven years of professional experiences in actuarial science, predictive modeling and biostatistics.