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Naama Dayan is a Data Science Team Lead at Israeli Military Intelligence - Unit 8200 and concurrently serves as a Data Scientist at ARC Innovation at Sheba, focusing on advanced machine learning pipelines and time-series data for anomaly detection. Previously, Naama worked as a Data Scientist at Israeli Military Intelligence - Unit 8200 and DataDudes.ai, and also held roles as Head Teaching Assistant and Researcher at Ben-Gurion University of the Negev, where machine learning algorithms for recommendation systems were developed. Naama's experience includes a position as a Covid-19 Data Science Researcher for the Israeli Ministry of Health, analyzing data for infection prevention strategies. Education includes an ongoing PhD candidature in Computer Software Engineering and an MBA in Entrepreneurship from Tel Aviv University, along with a Master's and Bachelor's degree from Ben-Gurion University of the Negev.