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Shivangi Agarwal is an experienced data professional currently serving as an Associate Data Scientist at kipi.ai since February 2023. Prior to this role, Shivangi held positions at Envensys Technologies from December 2018 to February 2023, including Big Data Engineer, where responsibilities included creating a Data Lake and processing data using Hive and Spark. Earlier in the career, Shivangi worked as a Java Software Developer at Infosys from March 2016 to October 2018, focusing on XML configuration and search functionality design. Shivangi holds a Bachelor of Engineering in Mechanical Engineering from the Institute of Technology and Management, Gwalior.