Currently serving as an AI Specialist and television Expert at CNN Portugal, which bring a wealth of knowledge to the realm of AI with a keen ability to provide insightful commentary. As an academic, she held positions as an Adjunct Professor at ISTEC in Lisbon and as Auxiliar Professor at Atlântica Higher Institute, contributing significantly to the technological Higher Education landscape. Her dedication extends to the Ministry of Education and Technology in Portugal, where she fulfils as a Professional Specialist in IT, actively involved in the digital transition initiatives at the Educational Ministry Office, showcasing her commitment to leveraging technology for educational advancements.