During high school, Tamir studied mathematics at Bar-Ilan University and participated in the Alpha Program at the Weizmann Institute of Science, where he conducted research involving EPR spectroscopy of metal complexes. During his service in the Israel Defense Forces, he worked as a data analyst in the Home Front Command. In December 2023, he began his undergraduate studies in mathematics and chemistry at the Hebrew University of Jerusalem.