She received her Masters and PhD in Informatics by PUC-Rio and her bachelor degree in Computer Science from the Federal University of Rio de Janeiro. Her area of expertise includes different areas of visual computing such as Computer Graphics, Image Processing, Computer Vision and Generic Processing in GPU. From 2010 to now, her research focus on Pattern Recognition and more recently in particular Deep Learning.