Freelancer profile translated to English.

Description

Passionate about the intersection of science and artificial intelligence, I leverage my expertise in Scientific Machine Learning for complex projects requiring predictive modeling, simulation, and optimization of scientific systems.

Languages

French
Native or bilingual
English
Fluent
German
Basic
Arabic
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

IFPEN
End-of-studies internship – Machine Learning and uncertainty
March 2025 - August 2025 (5 months)
92500 Rueil-Malmaison, France
Data Scientist specialized in Scientific ML: Bayesian regression for molecular prediction with Scikit-learn & POPSRegression, confidence interval estimation via the innovative POPS method, and scientific modeling integrating physical constraints.
Data science Applied Mathematics Scientific Research Deep Learning Machine learning
INRIA
Deep Learning Internship – Solving PDEs
June 2024 - September 2024 (3 months)
Sophia Antipolis, France
• Solving Maxwell's equations using Physics-Informed Neural Networks (PINNs) with PyTorch; validation on simulated 2D cases.
• Solving the linear Boltzmann equation for neutron transport using Monte Carlo methods.
• Implementation of a C++ code with MPI parallelization.