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Arman Kabiri is a Senior Data Scientist specializing in Natural Language Processing at Collective[i] since October 2022. Prior to this role, Arman served as a Machine Learning Engineer at Nexalogy and IMRSV Data Labs, where notable contributions included the implementation and training of various transformer-based machine translation and NER models, as well as leading a team on summarization tasks. Arman began a career in the tech field as a Junior Web/Android Developer at Alborz Tavan Meter Company and later worked as a freelance developer for Shahrekord Gas Company. Academic experience includes a Master's degree in Computer Science from the University of New Brunswick and a Bachelor's degree in Computer Software Engineering from Shahrekord University, complemented by roles as a Graduate Research Assistant and Teaching Assistant at both institutions.