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Deep S. began their work experience in 2018 as a Research Intern at the Bionics Institute, where they trained an MLP neural network for epileptic seizure detection. In 2019, Deep S. held three roles: Graduate Engineer at Kingston Data Systems, Sessional Laboratory Demonstrator at RMIT University, and Machine Learning Engineer at XY Sense. At XY Sense, Deep S. was part of the team on a mission to use data to create workplaces people love. They also held the role of Junior Machine Learning Engineer and Junior Engineer at XY Sense.

Deep S. attended the University of Mumbai from 2012-2016 and obtained a Bachelor of Engineering (B.E.) in Electrical, Electronics and Communications Engineering. Deep then attended RMIT University from 2017-2018 and obtained a Master's degree in Electrical and Electronics Engineering.