Mohamed - Développeur MATLAB
Ref : 200506L001-
75020 PARIS
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Développeur, Data Scientist, Formateur (35 ans)
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Freelance
EXPERIENCE professionnelle
Own project
Independent Researcher, AI
Paris, France
July 2019 -
⇧ Performed prior art search Machine Learning and applications
⇧ Computed models of Machine Learning and Neural Networks
⇧ Experimented python libraries for several applications
⇧ Studied the potential ways of development to improve learning algorithms
⇧ Structured ways and developed intuitions for feature engineering
⇧ Programed and applied Kalman Filters to track dynamic systems
Accumilo, Git, Matlab, Python, [MacOs, Linux].
Pearltrees (Startup - Social Networking Service)
R&D Engineer, PhD
Paris, France
June 2018 - June 2019
⇧ Created and developed new features to improve the Technology
⇧ Organized and performed Test strategies
⇧ Conducted Quality Tests
⇧ Helped the sta↵ teams on technical problems
Agile method, CSS, HTML, Java, JavaScript, MySQL, SVN - [Linux, MacOS, Windows].
Own project
Independent Researcher, Teacher & Facilitator, Mathematics, C++
Paris, France
Sep. 2017 - May 2018
⇧ Performed prior art search to use modern C++-‘11,14’
⇧ Dynamic Programing | Graph Theory | Signal processing
⇧ Developed C++ library to optimize my PhD results
⇧ Explored C++ libraries of linear algebra for applications in Image processing
⇧ Identified companies and potential collaborations
C++-‘11,14’(Boost, BLAS, LAPACK, OpenCv, STL), CMake, Git, Python - [Linux, MacOS].
Ecole Polytechnique
Research Assistant, PhD
Palaiseau, France
Jan. 2014 - June 2017
⇧ Designed and executed a novel system of practical data acquisition
⇧ Introduced new algorithm for 3D imaging
⇧ Simulated dataset to test our models by solving numerically wave equations
⇧ Performed analysis on datasets for applications to land mine detection technology
⇧ Analyzed potential applications of new models
C++, FreeFem++, Git, Labview, Latex, Matlab - [Linux, MacOS].
INRIA Saclay
Researcher Intern, Master Thesis
Palaiseau, France
Feb. - June 2013
⇧ Performed prior art search Scattering Theory and Radar Imaging
⇧ Developed programs to simulate data by solving wave equations using numerical approaches
Latex, Matlab - [Linux, Windows].
NOVEC - CDG Development
Application Engineer, Intern
Rabat, Morocco
July - Aug. 2012
⇧ Performed prior art search on ANSYS Fluent
⇧ Designed and simulated a mini Wastewater treatment plant
⇧ Studied and Compared my results with those obtained by the team using other software
ANSYS Fluent, Office - [Windows].
Lab. of Mathematics Moulay Ismail University
Researcher Intern, Initial training in scientific research
Meknes, Morocco
Feb. - June 2010
⇧ Performed prior art search on Interpolation techniques and Approximation of Data
⇧ Developed C++ libraries for several approximation techniques
⇧ Analyzed and compared these techniques: evaluating the length of curves known by few points
C++, Latex - [Linux, Windows].
EDUCATION
Ecole Polytechnique
Ph.D, Applied Mathematics
Palaiseau, France
June 2017
Mohammadia Engineering School
Engineer Degree, Applied Mathematics
Rabat, Morocco
Aug. 2013
Moulay Ismail University
BSc, Mathematics & Applications
Meknes, Morocco
June 2010
Omar IbnKhattab High School
Baccalaureate, Mathematics & Physics
Meknes, Morocco
June 2007
SKILLS
Language:
⇧ English - Full professional proficiency
⇧ French - Native or bilingual proficiency
⇧ Arabic - Native or bilingual proficiency
Activities:
⇧ Swimming, Cooking, Board Games
Summary & Interests:
⇧ C/C++(Boost, OpenCV, STL), CMake, Git, Java, SVN, VBA
⇧ Matlab, MySQL, Python(Pandas, Numpy, Matplotlib, scikit-learn, sciPy, keras, tensorflow)
⇧ Research & Development
⇧ Modeling, and scientific computing
⇧ Machine Learning and Deep Learning & Large Scale ML, AI
⇧ Statistical processing and data modeling
⇧ Image & Signal Processing
⇧ Graph Theory
⇧ Dynamic Programing
⇧ Testing and benchmarking of the results
⇧ Optimizing hardware or software implementation