Ph.D. Student
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ashraf.ghiye [at] polytechnique [dot] edu
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I am a Ph.D. student at École Polytechnique. I work in parallel at BNP Paribas CIB. Based in Paris, I am part of the Data & AI Lab within the quantitative resarch team of global markets, where I conduct fundamental and applied research on graph machine learning for financial markets.
I am mainly interested in graph representation learning and graph signal processing. Curently, my work invovles modelling the dynamic network of user-item interactions for various downstream tasks, such as market prediction and product recommendations.
In April 2021, after 6 years of higher eduction, I have graduated with a Master’s degree in Applied Mathematics from École Polytechnique, a Master of Engineering in Image Processing and Data Science from Télécom Paris, and a Master of Engineering in Telecommunication and Computer Science from Lebanese University.