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My main research is on numerical optimization: theory, algorithms, and applications. I am currently focusing on efficient methods (both deterministic and stochastic) for convex optimization and nonconvex optimization, with applications in machine learning, engineering, and data science.

Currently I am a postdoctoral researcher at university of Helsinki, Finland, working in the department of Mathematics and Statistics with Tuomo Valkonen.

Area of intrerest:

I am broadly interested in exploring the following areas:

I defended my Ph.D thesis in May 2024, supervised by Ion Necoara, within the prestigious Marie Skłodowska-Curie Actions (MSCA) as an Early Stage Researcher, TraDE-OPT H2020 ITN project, as ESR 10. My thesis “Higher-order methods for composite optimization and applications”, focuses on advanced optimization techniques and their applications.

I received a BSc degree in Applied Mathematics from University Cadi Ayyad in 2016. I obtained a MSc degree in Applied mathematics from Faculty of Science and Technology, Morocco in 2018.

Publications:

2025

2024

Talks & Conferences:

Teaching experience: