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Maryam Shah is currently working as an AI Product Manager at Rayn. Maryam previously held the position of Product Manager at Airlift Technologies, where Maryam focused on product discovery for the consumer application. Maryam also worked as a Data Scientist at Optera Digital, specializing in smart-building forecasting frameworks. In addition, Maryam served as a Research Associate at Catena Network. Maryam holds a Master's degree in Business Analytics from the University of Nottingham and a Bachelor's degree in Management Science from Lahore University of Management Sciences.