Marcus is a former Brazilian accountant and experienced analytics engineer. He has given lectures on data engineering and analytics in the United States, Brazil, and Uruguay, and he is a user group leader for different technologies, bringing valuable content to audiences in the United States and Brazil. Marcus, an experienced teacher, also leads training sessions for business and academic audiences.