Sebastien Tripodi
Senior Research & Development Engineer | AI | Computer Vision | 3D Modeling & Simulation at LuxCarta- Claim this Profile
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French Native or bilingual proficiency
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English Professional working proficiency
Topline Score
Bio
Credentials
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Machine Learning With Big Data
Coursera Course CertificatesJan, 2017- Sep, 2024 -
Big Data Integration and Processing
Coursera Course CertificatesDec, 2016- Sep, 2024 -
Big Data Modeling and Management Systems
Coursera Course CertificatesOct, 2016- Sep, 2024 -
Introduction to Big Data
Coursera Course CertificatesSep, 2016- Sep, 2024 -
Heterogeneous Parallel Programming
Coursera Verified CertificatesApr, 2015- Sep, 2024
Experience
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LuxCarta
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France
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IT Services and IT Consulting
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1 - 100 Employee
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Senior Research & Development Engineer | AI | Computer Vision | 3D Modeling & Simulation
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Feb 2017 - Present
Currently working at Luxcarta Technologies, leader in 3D digital maps production using satellite images, I am leading different projects, from architecting to productictizing, for 3D cities reconstruction: *DeepLearning for building\tree segmentation on satellite images *Disparity Map (Depth Map), Digital Surface Model automatic production from stereo images *Automatic DTM extraction from DSM using AI and 3D simulation *3D building reconstruction *End-to end software as a serviceI am actively contributing to the innovation of our solutions and publishing research articles in international conferences.Keywords : AI, Deep Learning, Tensorflow, CUDA, OpenCL, OpenGL, C++, QT, OpenCV, python, 3D modeling, Computer Vision, Visual Studio, AWS, CMake,git, JIRA, AgileLink : http://luxcarta.com/
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Belcurves Technologies France SARL
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France
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Architecture and Planning
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Research & Development Software Engineer | GPGPU Expert | 3D Modeling & Simulation
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Feb 2012 - Nov 2016
GPGPU expert of the R&D team of Belcurves Technologies, an innovative start up founded in2012 which proposes a 3D modeling solution for online virtual fitting room. I was in charge ofthe design and implementation of the pipeline and core for the 3D physical simulation and 3D human reconstrcution, as wellas of improving the performances of the whole system. I have developed an hybrid solutionCPU/GPU (C++/CUDA) using cloud computing and web services to provide multiplesimulations in real time and optimize the Computer Vision part.Keywords : CUDA, OpenCL, OpenGL, C++, QT, MultiThreading, AWS, python, web2py, 3D modeling and simulation, Linear System, Collision Continuous Detection, Soft body, VR, AR, Computer Vision, git, QtCreator, CMake, ScrumLink : www.belcurves.com , http://tryon.belcurves.com/ , https://fr-fr.facebook.com/Belcurves/
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Université de Bretagne Occidentale
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France
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Higher Education
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700 & Above Employee
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Research & Development in AI PHD-Student | GPGPU | JAVA
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Oct 2008 - Nov 2011
Using OO programming, GPGPU and AI (Multi-Agent System), I have designed and implemented a simulator applied in the research of cellular biology and morphogenesis. During my Phd, I have collaborated with international universities, as Oxford in the case of ANR MitoScoP and the University of Leicester. I have also 4 papers accepted in international journals and one international conference published by the MIT press.Keywords : JAVA, JAVABEAN, Eclipse, Maven, OpenCL, CUDA, Smalltalk, Multi Agent System
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Teaching at the University, Bachelor level
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Oct 2008 - Jun 2011
During 3 years, I have teached Systems, Networks, and Distributed Applications.Keywords : C, MPI, RPC, Thread
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University of Leicester
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United Kingdom
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Higher Education
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700 & Above Employee
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Phd collaboration
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Apr 2010 - Aug 2010
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Université Joseph Fourier (Grenoble I)
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Higher Education
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1 - 100 Employee
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Research & Development (Internship) / AI & Constraint logic programming (CLP)
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Sep 2006 - Oct 2008
I have implemented using CLP an inference solution for interaction graphs. My work has been published in an international journal. Keywords : C, Logic Programming, Constraint Solver I have implemented using CLP an inference solution for interaction graphs. My work has been published in an international journal. Keywords : C, Logic Programming, Constraint Solver
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Education
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Université de Bretagne Occidentale
Doctor of Philosophy (PhD), Computer Science -
Université Joseph Fourier (Grenoble I)
Master's degree, Computer Science