Ana Rita finished her Ph.D. in 2024 in Information Science and Technology (ISCTE-IUL), where she researched AI applied to social media data. She chose Twitter (now X) as a research subject to analyze and extract knowledge from historical data on Portuguese technological startups. Her research focused on extracting marketing knowledge from historical social media data using artificial intelligence approaches like text mining and community detection algorithms. Ana Rita is now an integrated researcher at unit research ISTAR-IUL, interested in applied data science, network science, and natural language processing.