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Marc-Alain A is currently an Undergraduate Research Assistant at Georgia Tech College of Sciences, focusing on Combinatorics under the guidance of Prof. Matt Baker, and simultaneously serves as a Senior Quantitative Analyst for the GTSF Investments Committee, specializing in IG Credit Trading and Cash Equities Pairs Trading. Additionally, Marc-Alain A contributes to the Georgia Tech Financial Services Innovation Lab on research related to Large Language Models. Previous experience includes a position as a Summer Quantitative Researcher at Citi, concentrating on Equities Prime & Delta One, and serving as an Equity Research Analyst at Georgia Tech Scheller College of Business, where the valuation of GICS Industrials companies was performed. Education at the Georgia Institute of Technology is in progress, pursuing a Bachelor of Science in Computer Science and Mathematics, following an academic background with Cambridge International Education from 2018 to 2022.