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Amin FEHRI

Paris Cedex 06

En résumé

Mes compétences :
Traitement du Signal
Traitement d'images
Python
C
C++
Informatique
Computer Vision
Machine Learning

Entreprises

  • Ecole des Mines ParisTech - Research Engineer

    Paris Cedex 06 2014 - maintenant PhD in computer vision and pattern recognition. Advisors: Fernand Meyer and Santiago Velasco-Forero.
    - Creating new algorithms for unsupervised/supervised hierarchical segmentation, video object segmentation, semantic segmentation ; comparing their results with other state-of-the-art approaches.
    - Implementing a graph-based hierarchical segmentation module in Smil (mathematical morphology python library).
    - Communicating results in international conferences and journals.
    Technologies and tools: C++, Python, Matlab, Linux, machine learning (CNN - deep learning, SVM), computer vision (keras-Theano/TensorFlow, scikit-learn, scipy, numpy, OpenCV, Smil), mathematical morphology, graph-based approaches.
  • Amadeus IT Group - Software Engineer

    Sophia Antipolis 2014 - 2014 - Working on the pricing part of the tickets search engine of the company.
    - Coding of scripts for data handling.
    Technologies and tools: C, Perl, Windows.
  • CEA Saclay - Computer Vision Trainee

    Gif-sur-Yvette 2013 - 2013 Topic: "Objects recognition and localization in images". Grade obtained: Very Good.
    - Creating and implementing an original algorithm to recognize and localize objects in images.
    - Comparing its results with state-of-the-arts approaches on public databases.
    Technologies and tools: C++, Linux, computer vision (OpenCV), machine learning, image/signal processing.
  • Projet Nanosatellite (CNES ; LAM) - System Engineer of one payload carried by the nanosatellite

    2012 - 2013 Work on the technical feasibility of a quantum physics experiment on a nanosatellite (10x10x10 cm), within the context of a regional scale student project.
    I coordinated the technical work of my team, which required a good team spirit, an ability to synthesize and pragmatism.
  • Cercle des Economistes - Junior Speaker

    2012 - 2012 Participating as a junior speaker to the "Rencontres Economiques d’Aix-en-Provence".
    - Topic: Challenges of Information Sharing and Collaborative Work in Businesses and Enterprises.
    - Communication, ability to work within a transversal working group, and oral presentation skills.
  • Sciences Po - Econometrics Trainee

    Paris 2012 - 2012 Topic: "Heterogeneity in the Euro Effect on Markups: Evidence from French Manufacturing Firms". Grade obtained: Very Good.
    - Developing an econometrics model.
    - Writing and publishing results in a conference paper.
    Technologies and tools: statistics, Stata, LateX.

Formations

  • Université Aix Marseille 3 Paul Cezanne

    Marseille 2012 - 2013 Master's degree

    Optics, Photonics, Signal and Image, specialty Signal and Image.

    Main courses:
    Signal Processing, Statistical Image Processing, Markov Models for Signal and Image, Wavelets and Multi-Resolution Analysis, Deconvolution Methods, Instrumental Images Retrieval, Medical Imagery
  • Ecole Centrale Marseille

    Marseille 2010 - 2013 Generalist Engineer

    Grande Ecole - Engineering School

    3rd year courses : Information Science and Technology & Management and Entrepreneurship
    Last Year GPA: 3.77/4

    Statistical Modeling for Complex Systems, Statistics and Probabilities,
    Statistical Signal Processing, Image Processing, Computer Programming,
    Finance and Strategy, Project Management, Corporate Strategy, Marketing, Business Plan, Business Valuati
  • Lycée Charlemagne

    Paris 2007 - 2010
  • Lycée Louis Le Grand

    Paris 2004 - 2007 Bac S

    Mention Bien

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