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Younes Abid is an experienced Data Scientist currently working at G42 since March 2020, specializing in Natural Language Processing for Arabic, English, and Persian, with expertise in Named Entity Recognition, Disambiguation, Knowledge Graphs, topic classification, text importance classification, and sarcasm humor classification, along with developing recommendation systems. Prior to this role, Younes worked at MASTER DATA SOLUTIONS from September 2019 to January 2020, focusing on the anonymization of unstructured data and contextual document grouping. Experience also includes a position at Ysance from January 2019 to July 2019, where Younes generated association rules for customer-product relationships and developed dynamic graph models. Younes holds a PhD in Data Science from Universite de Lorraine, where research centered on automatic data collection solutions, alongside earlier engineering internships at Inria related to cybersecurity and wireless sensor networks. Educational credentials span multiple degrees in computer science, network security, and mathematics from prestigious institutions.