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Atul Kumar is currently a Doctoral Assistant at the University of Geneva, where the focus is on advanced research in Computer Science. Previously, Atul held the position of Deep Learning Intern at IBM, specializing in Computer Vision, Machine Learning on Graphs, and Generative Modeling, along with experience as a Machine Learning Intern that involved designing neural network architectures and developing deep learning pipelines. Other notable roles include serving as a Teaching Assistant at EPFL and a Senior Software Engineer at Visa, where responsibilities centered around data platform management and analytics on Hadoop. Atul's educational background includes a PhD candidacy at the University of Geneva, a Master's degree in Data Science from EPFL, and a dual Bachelor's and Master's degree in Electrical, Electronics and Communications Engineering from the Indian Institute of Technology, Kanpur.