Biography
Currently, Fayçal is a postdoctoral researcher at the University of Oxford. He obtained a Ph.D. in Mathematics from Université Paris 1 Panthéon-Sorbonne in 2023. Prior to his doctoral studies, he worked for five years in the hedge-fund industry, engaging in research and development related to derivatives pricing and systematic trading.
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Research Interests
Fayçal's research focuses on effectively combining elements of Mathematics and Machine Learning for financial decision problems in both traditional finance and decentralized finance, with a focus on transfer learning, deep PDE solving, optimal execution, and market making.
