Souvik Sinha Deb is a Machine Learning Engineer at Meta since January 2022, focusing on catalog understanding and intelligence, particularly addressing Cold Start challenges in ranking and Shop Ads. Previously, Souvik worked as a Computer Scientist at Adobe (July 2016 - September 2020), contributing to computer vision and image processing projects using TensorFlow and Keras. Souvik also held a Machine Learning Engineer position at ShareChat (September 2020 - December 2021), tackling multi-modal representations and recommendations for social media content. Before these roles, Souvik gained experience as a Consultant at PwC (September 2013 - July 2014), providing business intelligence solutions. Souvik holds an MTech in Computer Science from the Indian Institute of Technology, Bombay (2014-2016) and a BE in Computer Science from the Indian Institute of Engineering Science and Technology, Shibpur (2009-2013).
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