Missions Image : Dénichez votre future mission freelance

Aperçu des missions d'Amine,
freelance IMAGE résidant dans Paris (75)

Professional experiences

February 2022 - January
2023
L’Oréal, data science / computer vision engineer .
Context : vision system, that acquires images of faces under various modalities of imaging.
Missions and achievements :
- development of algorithms for the automatic diagnostic of skin : texture, visible pores and gloss.
- integration , deployment , on multiple OS, with cross-testing, on cloud (GCP) and on device ( taking into account cpu/memory/storage constraints).
- audit of algorithms, with respect to standard of development, and repeatability of training of models
- evolutive maintenance of solutions with bakers of the project, with respect to the use-case of the solution.
Technical environnement : - pytorch,opencv,coreml,python,C++,coreml,scikit-learn,imblearn,scikit-image

August 2021- January 2022 Gains Associates, web developper/computer vision/devops engineer .
Context : web application for a social network of memes
Missions and achievements : Development of a dockerized web application that contains an algorithm for object-tracking on videos.
Technical environnement : - backend : python web server(flask), front-end : html, css, javascript , computer
vision: pytorch and opencv, devops : docker,github,pytest(python).

January 2020 - June 2021 Smiths Detection, computer vision engineer .
Context :X-ray imaging applied to threat detection
Missions and achievements :
- prototyping, integration and maintenance of algorithms :
Subjects : image reconstruction, image registering and unsupervised classification of images for anomaly detection, image segmentation for high energy discrimination
- maintenance of legacy projects/code : conversion and porting of matlab code to python
Technical environment : developpement : matlab , python,opencv,scikit-image,scikit-learn. compilation tools : nuitka, pyinstaller

27 Avril 2018 – Mai 2019 7Next, image processing engineer.
Context : imaging software on android device for processing of images of documents.
Missions and achievements :
-prototyping and integration of software : - blur estimation on image acquired by a scanner, detection of holographic pattern, auto-exposure, autofocus ,restoration and binarization of images of documents acquired by a scanner.
Technical environnement : integration : android, C++,prototyping : python (opencv, quadprog,numpy,scipy,scikit-learn...)

April 2017 – December 2017 CMLA laboratory - ENS Paris-Saclay, computer vision engineer.
Context : application (algorithmic pipeline) of 3D reconstruction , for satelite imaging.
Missions and achievements :
- prototyping and integration of algorithms: stereoscopic matching and bundle adjustment
- maintenance of algorithmic pipeline : adaptation and test of pipeline for data of different format
Technical environnement : - prototyping and integration : python,C++,gdal.

Janvier – Mars , Avril –
Septembre 2015
General Electric and Siléane, internships and end of studies projects.
General Electric : estimation of position of catheter of ablation, from a unique X-ray projection.
Sileane : point cloud registration to 3D primitives.