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Cibele Souza is a distinguished professional whose career is defined by her commitment to the intersection of science, innovation, and data. She holds a PhD in Social and Political Sciences from Corvinus University of Budapest (Hungary), as well as an MBA in Data Science and Big Data from PUC Minas, and a Master’s degree in Communication from the Federal University of Juiz de Fora (UFJF). As a researcher at CETRAD, she contributes to the Vine & Wine Project: Driving Sustainable Growth Through Smart Innovation, where her work is dedicated to promoting the integration of advanced knowledge, data-driven strategies, and innovation within the wine industry, with a strong focus on sustainable development. In addition to her academic and research trajectory, Cibele shares her expertise through her blog, offering thoughtful analyses and insights into the expanding universe of data and its impact across different sectors of society.