Graduated in Industrial Engineering in PUCPR (2013), he obtained his master's degree in Industrial and System Engineering Graduate Program (PPGEPS/PUCPR), 2016, in the Operational Research area. He is currently a doctoral student at PPGEPS/PUCPR.