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Shivam Bansal is a Software Engineer at ThinkDeeply since January 2021, previously serving as an Applied Scientist at Amazon from June 2020 to December 2020, where experimentation with Bayesian models for product sell rate prediction was conducted. Bansal's work at Amazon included utilizing the PyMC3 library for modeling and training, as well as adapting methods from "Weight Uncertainty in Neural Networks" for Bayesian deep networks. Prior experience includes a PhD candidacy at the Indian Institute of Technology, Kanpur, and software engineering roles at Housing.com and Amazon. Shivam Bansal holds a Master of Technology in Computer Science and a Bachelor of Technology in Computer Science and Engineering from the Indian Institute of Technology, Kanpur, complemented by a foundational education at MHSB Santaji Mahavidyalay and Bhartiya Vidya Mandir, Nagpur.