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Prakher Gupta is a senior leader in data science and market research with over 15 years of combined experience in analytics, trading, and exchange markets. Currently a Senior Manager in Market Development & Research at Intercontinental Exchange (ICE), he specializes in market microstructure, order flow analysis, and client/product recommendation models across global futures and options markets.Prior to ICE, Prakher spent over five years at CME Group, where he applied advanced machine learning and statistical methods to trading analytics, market forecasting, and client behaviour research. His earlier career includes a decade as a commodity futures trader and roles in IT consulting, giving him a unique perspective that bridges quantitative finance, data science, and commercial strategy.Prakher holds a Master’s in Data Science from the University of Illinois, Chicago, and is passionate about applying AI/ML to trading, risk management, and financial market development.