Claudio D. T. Barros is a PhD candidate in Computational Modeling at the National Laboratory for Scientific Computing (LNCC) since October 2017. In 2015, he received a B.Sc. Degree in Nanotechnology with Emphasis on Physics, followed by a M.Sc. Degree in Physics in 2017, all obtained at the Federal University of Rio de Janeiro (UFRJ). He developed a research in Parameter Estimation in Dynamical Systems, focused mainly on Biological Systems and advanced his expertise in Metaheuristics, such as Genetic Algorithms and Differential Evolutiion. His current research focus on Machine Learning applied to Network Science, in particular Embedding Methods for Dynamic and Multidimensional Networks.