Guillaume is an infectious diseases clinician-scientist and currently a Canadian Institutes for Health Research fellow at the University of Oxford. He is a graduate of Brent Richards' genetic epidemiology lab at the Lady Davis Institute (McGill University), where he was actively involved in the genetic community's COVID-19 research response.