Rui Ribeiro (MSc, PhD) is a dedicated researcher with six years of experience at the EPMQ department at Centro de Computação Gráfica. Throughout his career, he has been involved in various projects spanning different contexts, including Business Intelligence applications, Decision Support Systems, Business Analysis, and Software requirements. With a strong academic background, he is particularly passionate about research in Requirements Engineering, focusing on data-driven applications. His goal is to contribute to the advancement of the field through innovative approaches and cutting-edge technologies. His expertise lies in software engineering, and has successfully contributed to numerous projects, playing diverse roles and leading some ID projects. He has an understanding of Software Requirements and Software Design, ensuring that solutions are not only technically sound but also aligned with client needs and objectives. In addition to the practical experience, he is deeply interested in the fields of Data Mining, Machine Learning, Artificial Intelligence, and Modern Optimization, believing that leveraging these technologies can unlock valuable insights and drive significant advancements in software engineering. As a researcher and practitioner, he is committed to staying at the forefront of industry trends and continuously expanding his knowledge and skills. He is also an invited teacher at the University of Minho and a mentor to postgraduate students, guiding them in their research projects and helping them to develop their academic and professional skills.