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Sébastien DUCOS is a PhD student specializing in Cognitive Cyber-Physical Systems for Industry 4.0 at Groupe Coopératif Maïsadour since September 2016, focusing on methodologies, models, and architectures related to Big Data, Machine Learning, IoT, and Cloud Computing. Prior experience includes roles as a Data Scientist and Software Developer on the "Provénergie" project, which implemented real-time indicators for grain drying and ventilation processes, and as a Decision Support Intern, developing a tool for real-time analysis of workplace accident statistics. Earlier experience includes a Big Data internship at ADOUR GESTION INFORMATIQUE, where a data warehouse was created using diverse data sources. Sébastien DUCOS has earned multiple degrees from the University of Pau and Adour Countries, culminating in a Master's degree in Computer Systems for Industrial Logistics Engineering and Services.