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Pavan C S is a Senior Machine Learning Engineer at Narvar since July 2024, focusing on solving retail fraud through data analysis. Previously, Pavan held roles at Socure from March 2021 to July 2024, first as Lead Data Scientist and then as Senior Data Scientist, where responsibilities included developing end-to-end machine learning solutions leveraging device intelligence for identity fraud. Prior experience includes working as a Data Scientist at Juniper Networks from February 2018 to March 2021 on next-generation knowledge management systems and at Tata Consultancy Services from October 2011 to February 2018, developing a generalized framework for a Question Answering System. Academic credentials include a Master’s Degree in Data Science from the Indian Institute of Technology Hyderabad and various nanodegrees in machine learning and deep learning from Udacity, complemented by a Bachelor of Engineering in Electrical, Electronics and Communications Engineering from Malnad College of Engineering.