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Samira Y. is a seasoned professional in data science and machine learning, currently serving as a Senior Data Science and Machine Learning Engineer at Bluescape since January 2022. In conjunction with this role, Samira Y. has been engaged at the University of Guelph since May 2016 as a Postdoctoral Research Assistant and previously as a PhD Research Assistant, focusing on designing and evaluating a surveillance framework for predicting future disease events. Samira Y. has also contributed to academia as a Teaching Assistant for various computer science courses and served as a University Lecturer at Azad University of Roodehen, specializing in Data Structures. Samira Y. holds a Doctor of Philosophy (PhD) in Data Science from the University of Guelph, obtained in 2020.