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

Data ScienceMATLAB

Langues

Français (Maternelle)Anglais (Courant)Arabe

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.

Liens

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

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