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Pawan Deep Singh is an experienced Senior Data Engineer at Upgrade, Inc. since July 2022, with a prior role as Lead Data Analyst at All Star Directories from February 2020 to July 2022, leading teams in building and maintaining data pipelines, BI processes, and analytics. Previously, Pawan worked as a Data Engineer and Business Intelligence Consultant at g2o, where expertise included data warehousing, ETL pipelines, and visualization across various industries, utilizing technologies such as SQL and Hadoop. Earlier, Pawan served as a Big Data Developer at Zensar Technologies, focusing on log processing and data transformation using Java and Hadoop, and held roles as a Data Analyst and ETL Developer. Educational qualifications include a Masterā€™s degree in Information Systems from the University of Cincinnati and an Engineerā€™s degree in Computer Engineering from MIT College of Engineering, Pune.