I am an Assistant Professor in Data Science at the University of Western Ontario. I was previously a postdoctoral fellow at the Shah Lab for Computational Cancer Biology at the BC Cancer Agency Research Centre. I completed my PhD in Statistics at the University of British Columbia (UBC). I am originally from Brazil where I received my Master’s and Bachelor’s Degrees in Statistics at the University of Campinas.
My research program consists of developing new statistical methods to analyze large and complex data structures arising from various areas in the Natural Sciences, Health and Engineering, such as cancer genomics, molecular biology and electrical engineering. I conduct research on techniques involving clustering, hierarchical mixture models, mixed effect models, nonparametric regression, semi-parametric models, expectation-maximization (EM) algorithm, and Bayesian variational inference. I am particularly interested in applications comprising single-cell sequencing data, and electrical energy consumption data.