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Samiran Kundu is an accomplished Data Scientist at CRED since December 2019, specializing in end-to-end schedule recommendation tasks for various digital assistant devices, utilizing tools such as Spark for data preparation and Ensemble Methods for user modeling. Previously, Samiran served as a Lead Engineer at Samsung Electronics from July 2017 to December 2019, overseeing the same recommendation tasks and developing expertise in predictive modeling within the IoT domain as a Senior Software Engineer. Academic credentials include a Master's degree in Statistics from the Indian Statistical Institute, Kolkata, completed in 2017, and a Bachelor's degree in Statistics from the University of Calcutta, earned in 2015.