The Forecasting and Resource Optimization Group (FROG), located at the Pontifical Catholic University of Rio de Janeiro (PUC-Rio), is a research group focused on the development and application of hybrid methodologies that combine statistical and machine learning techniques for modeling, forecasting, and simulation of time series in the treatment of uncertainties. We accept potential master's and doctoral researchers in these areas.