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Jed Houas currently serves as Vice President in Systematic Trading Strategies at Goldman Sachs since November 2022, having previously held the position of Associate in the same department. Prior experience includes working in Quantitative Investment Strategies at Deutsche Bank from September 2021 to October 2022, and a role as a Quantitative Research Intern at Machina Capital where responsibilities included future returns prediction and portfolio construction using the Bag Of Features model. Additional experience encompasses an internship at BNP Paribas as a QIS intern and a position as a Deep Learning Researcher at CEA, focused on event recognition in small sequence videos. Jed Houas holds a Cursus Centralien degree from Ecole Centrale Paris and completed studies at ENS Paris-Saclay, as well as preparatory studies at IPEST.