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Amine AyariAA

Amine Ayari

Senior Data Scientist

800 €/jour
Paris, FR
8-15 ans

Délai de réponse moyen : 1h

À propos de Amine

I'm a senior scientist in computer vision and machine learning with 13+ years experience in this field. I hold several patents, certifications and awards from the companies I've worked for.

I started my career in 2010 in INRIA research center where I worked on object detection and event detection in videos.
I then co-founded a facial analysis startup and was it's CTO for 2 years. I was responsible for product development which is an SDK for face detection, face keypoints detection, tracking, face attributes detection, face expression estimation etc..

After that I moved to the 3D company Dassault systèmes. My rôle was to develop technologies around deep learning applied to 3D data for augmented reality apps. I've worked on several projects, one of them magic mirror which is a virtual try on application. Users can see themselves trying several clothes in ar. My rôle in this project was to estimate the 3d body of a user from a single view RGBD data.
Another project was a home staging application. Users can point the 3d camera to a furniture: sofa /chair and my algorithm is able to detect this object, reconstruct it in 3D then edit it on the fly.

After Dassault Systèmes, I worked as independent AI & computer vision tech lead for Identidata startup which is a face recognition app in edge.

From January 2020 I joined Faurecia as senior Data Scientist and tech lead to develop automotive projects based on camera. Two of these projects are:
The first project, driver monitoring system based on Infrared camera. The goal of the project is to develop a drowsiness and distraction detection system. The second project is a driver body height estimation based on Infrared monocular images.

  • Français

    Bilingue ou natif

  • Anglais

    Capacité professionnelle complète

Accepte de travailler sur site
Paris (jusqu’à 20 km)

Expériences

  • Faurecia Clarion Electronics
    Tech Lead (CV/AI)
    AUTOMOBILE
    mai 2020 - Aujourd'hui (6 ans et 1 mois)
    Paris, France
    Research and Development of an Embedded Driver Monitoring System:
    • 3D Face and Gaze Tracking from NIR images
    • Drowsiness and Distraction Estimation
    • Embedded and light DNN for realtime computation (Tensorflow lite)
    Research and Development of a Driver Height Estimation System from partial NIR images
    • 3D Body Features Reconstruction
    • Body Height Regression Learning from CAESAR Dataset
    • Embedded and light DNN for realtime computation (Tensorflow lite)
    TensorFlow Tensorflow Lite OpenCV
  • Mobilesense
    CTO (CV/AI)
    HIGH TECH
    mars 2018 - mai 2020 (2 ans et 2 mois)
    Paris, France
    Deep-tech perception mobile company.

    Developped 4 main apps that involves hard-core computer vision/graphics (Java, OpenGL ES, GLSL Shaders, GCP, On-device Computer Vision, Tensorflow Lite, ..):
    • Facemeo: Video face animation from a single photo
    • Facewitch: Video face morphing from a single photo
    • Lensely: VFX shoot camera
    • Magicly: Photo magic editor
    TensorFlow Computer Vision Application Mobile Google cloud Shaders Rendering TensorFlow Lite
  • Dassault Systèmes
    Research manager (CV/AI)
    EDITION DE LOGICIELS
    janvier 2015 - février 2018 (3 ans et 2 mois)
    Vélizy-Villacoublay, France
    Mixing the power of deep machine learning with 3D computer graphics/vision. Some realisations:
    • Design and implementation of a Learning-based Single-view Body Shape Regression from RGB-D data
    (Patent).
    • Design and implementation of a 3D Sensor Simulation component for RGB-D synthetic database generation
    (Patent).
    • Design and implementation of a 3D Parametric Body Model Learning component for a magic mirror
    application.
    • Design and implementation of a 3D Object Feature Learning and Indexing component for CAD search
    retrieval application.
    Deep Learning 3D Computer Vision

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Formations

  • Ingénieur de l'école polytechnique de Tunisie
    Ecole Polytechnique de Tunisie
    2010

Certifications

  • Azure AI engineer associate
    Microsoft
    2021
  • Azure Data Scientist associate
    Microsoft
    2021

Compétences (37)

Catégories