Dr. Joseph is a data analytics specialist at NCX (formerly SilviaTerra). In his research, he develops probabilistic hierarchical models with applications to ecology, wildlife disease, natural hazards, and extreme events. These hierarchical models integrate elements from Bayesian statistics and deep learning, with an emphasis on scalable hybrid approaches that leverage imperfect observations to make inference about latent states.