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Hriday K. has a diverse range of work experience starting from 2014 with their role as a Research Intern at The George Washington University Virginia Science and Technology Campus. In 2016, they interned at Exeter Government Services, LLC as a Software Development Intern and at BMW Group as an Information Technology Research Center Intern. In 2017, they worked at PIMCO as a Technology Analyst Intern. In 2018 and 2019, they interned at Capital One as a Data Engineering Intern. In 2020, they worked at Citadel as a Quantitative Developer before transitioning to their current role as a Quantitative Researcher at Citadel Securities.

Hriday K. pursued a Master of Science (MS) degree in Electrical and Computer Engineering from the Georgia Institute of Technology in 2019. Prior to that, from 2015 to 2019, Hriday pursued a Bachelor of Science (BS) degree in Computer Engineering from the same institution. In 2017, Hriday attended the National University of Singapore for a brief period to pursue a Bachelor's degree in Electrical and Electronics Engineering. Hriday completed their high school education at Thomas Jefferson High School for Science and Technology from 2012 to 2015. Additionally, Hriday obtained the Series 57 certification from FINRA in July 2021.