Doctor of Computer Science from the University of Sipan in 2021; Master in Systems Engineering from Private University Cesar Vallejo in 2018; Bachelor of Computing and Informatics in 1998; Computer and informatics engineer at the Pedro Ruiz Gallo National University in 1999. More than 20 years in university teaching, currently Renacyt research professor with Code P0069952 with interest in information technologies, digital transformation, artificial intelligence, data mining and big data.