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Shivam Singh is a Teaching Specialist in Business Analytics and Data Science at upGrad, with a diverse background in education and training. Previously, Shivam served as a Freelance Data Science Trainer at MSME PPDC Chennai and worked as a Guest Teacher for Business Analytics with Python at Rajagiri College of Social Sciences. Additionally, Shivam held the position of Guest Professor for the PG Program in Data Science and Analytics at Chitkara University and acted as a Freelance Programmer Consultant at ExpertzHut Solution.