
Saïd Rahmani
Applied Mathematics Researcher | Stochastic Geometry, Spatial Statistics & Image Analysis | R&D, Modeling, Computer Vision & Data Science
Salaire / Taux journalier
Saint-Étienne, France
Freelance, ouvert au CDI
Expertises
Langues
À propos
Introduction
I am an applied mathematics researcher working at the interface between advanced mathematical theory and real-world applications. My expertise lies in stochastic geometry, spatial statistics, and image analysis, with strong experience in industrial modeling and R&D. My work combines theory and practice through the development of stochastic models, simulation tools, and digital twins to support data-driven analysis and industrial decision-making. I also contribute to research in image analysis and stochastic geometry, with applications to complex real-world data. I regularly collaborate in multidisciplinary environments with engineers, physicists, and scientists from diverse backgrounds, translating advanced mathematical concepts into practical and implementable solutions. I am seeking opportunities in academia or industry where my expertise in modeling, data analysis, and R&D can contribute to innovative and challenging projects.
Expérience de travail
Postdoctoral Researcher
CNRS
févr. 2023 - juin 2024
1 an 5 mois
Saint-Étienne, France
– Research supervised by Yann Gavet and Johan Debayle – PEPR CELCER project. – Research on stochastic and dynamic modeling of degradation mechanisms in solid oxide cells (SOC). – Development of dynamic 3D stochastic geometry models and associated simulation tools (based on dynamic point processes). – Multidisciplinary collaboration with engineers, physicists, and materials scientists to solve complex problems.
Postdoctoral Researcher
École des Mines de Saint-Étienne
janv. 2021 - avr. 2022
1 an 4 mois
Saint-Étienne, France
– Research supervised by Johan Debayle – SMART SOLID project. – Research conducted within a multidisciplinary project with industrial partners, aiming to develop a digital twin for the understanding and control of crystallization processes. – Development of advanced image analysis methods to extract geometric descriptors from in-situ industrial video data. – Design of innovative segmentation tools based on graph theory and community detection to characterize crystal populations.
Postdoctoral Researcher
Laboratoire Bordelais de Recherche en Informatique (LaBRI)
sept. 2019 - déc. 2020
1 an 4 mois
Bordeaux, France
– Research supervised by Jean-François Marckert – ANR ASPAG project. – Developed a new formula for the probability that n points uniformly distributed within a convex set are in convex position. – Used this formula to prove Sylvester's conjecture for five points, contributing an advancement in stochastic geometry and probability theory.
Teaching Assistant
Université de Bordeaux
sept. 2019 - août 2020
1 an
Bordeaux, France
– Led tutorials in algorithms and data structures for third-year undergraduate students in the MIAGE program.
Teacher
CFA Les Mouliniers
oct. 2018 - juil. 2019
10 mois
Saint-Étienne, France
– Taught mathematics and science to apprentices from various vocational backgrounds.
High school teacher of sciences
Lycée J-B d'Allard
avr. 2017 - avr. 2017
1 mois
42600 Montbrison, France
– Teaching mathematics and physics in a vocational college.
Research engineer
ARMINES
oct. 2013 - oct. 2016
3 ans 1 mois
Saint-Étienne, France
– Fixed-term contract associated to a PhD thesis. – Research concerning my PhD thesis in the following fields: Stochastic geometry, Integral geometry, Spatial statistics and Image analysis. – International mobility supported by GdR MIA/CNRS grant: ITWM Fraunhofer institute, Kaiserslautern, Germany. – Supervisor of practical work of students in the fields of: Signal processing, Image analysis and processing, Initiation to Matlab.
Private teacher of mathematics/physics
Complétude
janv. 2011 - janv. 2016
5 ans 1 mois
– Regular monitoring of 3 to 4 students per year.
Research Intern
École des Mines de Saint-Étienne
mars 2013 - sept. 2013
7 mois
Saint-Étienne, France
– Subject: Modeling and simulation of particle aggregates using stochastic and integral geometry.
Formation
École des Mines de Saint-Étienne
PhD, Image, Vision, Signal
2013 - 2017
4 ans 1 mois
Université Jean Monnet Saint-Etienne
Master of Research, Applied mathematics
2012 - 2013
1 an 1 mois
Aix-Marseille University
Maîtrise, Mathématiques
2011 - 2012
1 an 1 mois
Université Jean Monnet Saint-Étienne
Bachelor's Degree, Mathematics
2011 - 2011
1 mois