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Sophie VILLEROT

Paris

En résumé

I'm a experienced physicist who graduated from one of the best French labs, where I developped my expertise in modeling various domain of physics.

I am putting back the word "engineering" in scientific software development, by delivering reliable and long-term maintainable code - based on Clean Coding, Unit Testing and Continuous Integration.

Machine Learning has caught my eyes and I am starting to work in that field, bringing my knowledge in physics and GPU programming to a new level.


Skills :
------------- Physics
* Theories: Quantum Mechanics, Fluid Mechanics (Turbulence), Atmospheric Physics (Optics, Spectroscopy), Classification
* Methods: Signal Processing (Fourier transforms, FFT, pseudo-spectral), Statistics (Monte-Carlo, random matrices, Bayes)
* Tools: Matlab, VAPOR, Maple

------------- Informatics
* C++: C++ 11, Boost, Qt, Fortran/C Interface, Armadillo, GoogleTests/GoogleMock
* Python: Python 2.7, NumPy, Pandas, Matplotlib
* Methods: CleanCode, TDD, UML
* Tools: CLion, Vim, XCode, GIT, SVN, CMake/Makefile, Valgrind, GDB, Doxygen, bash - under UNIX (Linux and Mac OS)
* DB: Json, XML, SQL
* Misc.: Fortran 77/90/2003, IDL, MATLAB

Mes compétences :
Data Analysis
Modeling Simulation
Doxygen
C++
GIT
Gtest
Fortran
Atmospheric Physics
Quantum Physics
Test Driven Development

Entreprises

  • -- - R&D Engineer

    Paris 2017 - maintenant - Sentinel-1/2/3 images: Time Series, Cloud Masking, Automated processing
    - Machine Learning: Artificial Neural Networks (Scikit lib)
    - Production chain in bash/Python/C++ [translation from Matlab]
  • Rayference - Remote Sensing Scientist

    2016 - 2017
  • Laboratoire d'Optique Atmosphérique - Research Engineer

    2013 - 2016 Improving infra-red measure treatments (from GOSAT and IASI) code - with fortran interface with C++

    Software development and CUDA architecture to come
  • Ecole Normale Supérieure de Lyon - Monitrice

    LYON 7EME 2009 - 2012 - Mise au point des khôlles hebdomadaires de Physique en classes passerelles (2 ans)
    - Mise au point de TP de mécanique (2 ans)
    - Correction de TD d'agrégation extrene (1 an)
    - Correction d'Agrégation blanche, interne et externe (2 ans)
    - Correction de leçons à l'Agrégation (1 an)

Formations

  • Ecole Normale Supérieure De Lyon ENS Lyon (Lyon)

    Lyon 2009 - 2012 Doctorat en Physique

    We've elaborated a new model to describe perturbations in low temperature liquids like Helium II (with B. Castaing and L. Chevillard):
    * Theoretical modelling
    * Numerical simulations of differential equations using Fortran 90 (MPI) and C
    * Data analysis using Matlab

    Results:
    * Excellent match of the new model with previous numerical works of D. Galli and L. Reatto
    * Non-physical artifacts shown i
  • Université Paris 11 Paris Sud

    Orsay 2008 - 2009 Master 2

    Concepts Fondamentaux de la Physique, Matière Condensée
  • Université Paris 11 Paris Sud

    Orsay 2007 - 2008 Master 1

    Physique Fondamentale
  • Université Paris 11 Paris Sud

    Orsay 2006 - 2007 Licence 3

    Physique Fondamentale
  • Université Strasbourg 1 Louis Pasteur

    Strasbourg 2005 - 2006 Licence 3

    Maths Physique Chimie
  • Lycée Kléber, CPGE

    Strasbourg 2003 - 2005 Classes Préparatoires

    MPSI - MP

Réseau

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