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Oussama HASIDI is a skilled professional with extensive experience in machine learning, data science, and software development, currently working at MAScIR - Moroccan Foundation for Advanced Science, Innovation and Research as a Machine Learning-AI R&D specialist since February 2021. Oussama has also contributed to the 'Smart Connected Mine' project at Groupe Managem, focusing on data-driven and cloud-based monitoring control systems. Prior to these roles, Oussama served as a Graduate Teaching Assistant at Cadi Ayyad University, providing education and project supervision in computer science. Experience includes a role at OCP SA involving predictive models for flotation quality and a position at 3GCOM, where Oussama analyzed telecommunications data. Oussama is pursuing a Doctoral Thesis in Machine Learning at Université Cadi Ayyad, building on an Engineering Degree in Business Intelligence from INSEA.