Luiz Ribeiro is a Software Engineer at Meta since July 2012, bringing over a decade of experience in software development. Previously, Luiz participated in Google Summer of Code as a Student Developer in 2011, where the development of a scripting plug-in for Gephi was completed, enabling enhanced manipulation of graph structures with Python. Earlier experience includes a role as a Scientific Initiation Student at UTFPR from August 2008 to July 2009, focusing on the research and application of a weighted-majority voting algorithm within market negotiations to identify concept drift. Luiz holds a BSc in Computer Engineering from Universidade Tecnológica Federal do Paraná, completed in 2011.