نبذة عني
I am a freshly graduated engineering student from the National Institute of Applied Sciences in Applied Mathematics. I am looking for a data scientist position . I am very interested in theoretical and applied mathematic…
I am a freshly graduated engineering student from the National Institute of Applied Sciences in Applied Mathematics. I am looking for a data scientist position . I am very interested in theoretical and applied mathematics. I acquired technical as well as soft skills thanks to different professional experiences.
الخبرة
Data scientist in Earth and geospatial observation
<p>Develop different approaches for weather and climate forecasting using foundation models and self-supervised learning.<br>
Use state of the art foundation models.<br>
Finetune foundation models to different forecast downstream tasks.</p>
Internal motion detection and correction in 3D SPARKLING MRI
<p>Develop a retrospective approach to detect motion artifacts.<br>
Estimate potential motion artifacts.<br>
Correct motion artifacts within the MR image reconstruction pipeline.<br>
Implement the approach in the Pysap software.</p>
Trajectory optimization for paragliders
<p>Optimize the position of control points for which the drone passes by to connect a point A to a point B while satisfying trajectory constraints.<br>
Develop algorithms in a simple framework.<br>
Test the algorithms on drones.</p>
Optimization and Clustering
<p>Optimize the timetable of ATCos using metaheuristics.<br>
Model the problem as a discrete optimization problem.<br>
Use simulated annealing as an optimizer.<br>
Use clustering techniques to find the major flow of airplanes.<br>
Discover optimization and operational research.</p>