Jerome Lehaire
R&D image processing / machine learning engineer at SteadySun- Claim this Profile
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Anglais -
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Bio
Experience
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Steadysun
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France
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Services for Renewable Energy
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1 - 100 Employee
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R&D image processing / machine learning engineer
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May 2018 - Present
- Développement d'algorithmes sous Python, à partir de caméras fisheyes à 180 degrés, permettant la prévision de production solaire à court terme (< 30 minutes). Les prévisions sont basées sur l'estimation de l'évolution de la couverture nuageuse à partir de méthodes de vision par ordinateur, traitement d'images et IA - Etudes, formations et présentation d'indicateurs de performances du produit - Développement d'algorithmes sous Python, à partir de caméras fisheyes à 180 degrés, permettant la prévision de production solaire à court terme (< 30 minutes). Les prévisions sont basées sur l'estimation de l'évolution de la couverture nuageuse à partir de méthodes de vision par ordinateur, traitement d'images et IA - Etudes, formations et présentation d'indicateurs de performances du produit
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GoPro
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United States
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Computers and Electronics Manufacturing
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700 & Above Employee
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R&D computer vision engineer
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Nov 2015 - May 2018
Development of video effect plugins for Adobe After Effect and Premiere Pro to edit 360 degrees videos. Plugins are developed in c++ and in GPU OpenCL / CUDA. Participated to the development of a rendering engine in CUDA (Nvidia GPU) for Autopano Video stitching software (Stitching for creating 360 degrees videos). Development of video effect plugins for Adobe After Effect and Premiere Pro to edit 360 degrees videos. Plugins are developed in c++ and in GPU OpenCL / CUDA. Participated to the development of a rendering engine in CUDA (Nvidia GPU) for Autopano Video stitching software (Stitching for creating 360 degrees videos).
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INSA Lyon - Institut National des Sciences Appliquées de Lyon
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France
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Higher Education
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700 & Above Employee
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PhD in machine learning
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Nov 2012 - Oct 2015
The objective of this project research was to design a computer-aided decision system, based on multiparametrics MRI images, aimed at detecting prostate cancers lesions and characterizing their aggressiveness. During this thesis, several machine learning algorithms were used including SVM, Logistic classification, dictionary learning for sparse features extraction as main line of research. My work was a joint collaboration with researchers for the theoretical aspect and with expert radiologists for the conception of the MRI dataset. Most of software developments were achieved with Matlab software under Linux environment. As part of my contract I also taught classes on signal processing and computer science at the university of Lyon 1. Show less
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Thales Alenia Space
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Aviation and Aerospace Component Manufacturing
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700 & Above Employee
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Image quality engineer
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Sep 2011 - Nov 2012
My main contribution in the image quality department was to design radiometric calibration algorithms for high resolution earth observation satellites. This includes development and testing of algorithms under Matlab software as well as writing technical specifications for outsourcing. My second contribution was the test of an image processing, under Linux environment in C++, library for deblurring and denoising of satellite images. My main contribution in the image quality department was to design radiometric calibration algorithms for high resolution earth observation satellites. This includes development and testing of algorithms under Matlab software as well as writing technical specifications for outsourcing. My second contribution was the test of an image processing, under Linux environment in C++, library for deblurring and denoising of satellite images.
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Orange
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France
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Telecommunications
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700 & Above Employee
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Product manager apprentice
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Sep 2010 - Aug 2011
Orange company has launched mobile applications services based on the contactless NFC technology. These mobile services include, among others, payment transactions or validation of transport tickets. As a product manager apprentice, i contributed to a security study of the SIM cards in order to host sensible banking applications. My position was an interface between Orange marketing services, banking ecosystem and R&D teams to work on technical implementations of the marketing requirements. Orange company has launched mobile applications services based on the contactless NFC technology. These mobile services include, among others, payment transactions or validation of transport tickets. As a product manager apprentice, i contributed to a security study of the SIM cards in order to host sensible banking applications. My position was an interface between Orange marketing services, banking ecosystem and R&D teams to work on technical implementations of the marketing requirements.
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AUSY
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France
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IT Services and IT Consulting
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700 & Above Employee
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Embedded softwares apprentice
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Sep 2008 - Aug 2010
In the context of the software development of an inertial navigation system under critical level-A DO-178B norm, I worked on unitary and case testing in the project lifecycle. It includes the complete design of a testing environment under Scilab to check theoretical aspect of functionalities. Unitary testing were achieved with RTRT software. I also worked during 4 months on the development, in Visual Basic language, of a software allowing programming of a RFID microchip intended to remote opening of vehicles. Show less
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Sagem Wireless
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France
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Wireless Services
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1 - 100 Employee
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Embedded softwares trainee
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Jun 2008 - Aug 2008
During this 3 months internship in a customer services department, I developed a software, under Microsoft Visual C++ and in C language, allowing to update firmwares of SAGEM Mobiles. During this 3 months internship in a customer services department, I developed a software, under Microsoft Visual C++ and in C language, allowing to update firmwares of SAGEM Mobiles.
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Automatic control of machines
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Jun 2007 - Aug 2007
During this 3 months internship, I worked on the programming and installation of Schneider Electric automatons aimed at controlling an air conditioning system. During this 3 months internship, I worked on the programming and installation of Schneider Electric automatons aimed at controlling an air conditioning system.
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Electrical engineering apprentice
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Sep 2005 - Aug 2006
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Education
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Université Claude Bernard Lyon 1
Thèse de doctorat, Imagerie médicale, traitement d'images, intelligence artificielle -
ECE. Ecole d'ingénieurs. Engineering School.
Ingénieur, Télécoms et Réseaux -
Université Pierre et Marie Curie (Paris VI)
Master of Science (MSc), Image processing -
University of California, Irvine
Management de projet -
Concordia University