Ludovic Boilevin Kayl

Lead AI Engineer | Computer Vision

Salaire / Taux journalier

Paris, France

Freelance, ouvert au CDI

Peut venir sur site

Expertises

Deep LearningPythonMachine LearningIAData EngineeringKerasMATLABGitGitLabJenkinsLLMs / Large language modelsNumPypandasTensorFlowDevOpsscikit-learnPyTorchData ScienceC++DockerLinuxGitHub

Langues

AllemandAnglaisFrançaisItalien

À propos

Introduction

PhD AI Engineer with 7+ years expertise in computer vision and machine learning, currently leading AI initiatives at Hera-MI. Proven track record at GoPro and GE Healthcare developing cutting-edge CV solutions and medical imaging algorithms. Specialized in deep learning, TensorFlow, and Python with strong background in mathematical modeling and optimization.

Liens

Expérience de travail

Lead AI Engineer

Hera-MI

mars 2025 - Présent

1 an 8 mois

Paris et périphérie

Senior Computer Vision Engineer

GoPro

juil. 2022 - mars 2025

2 ans 9 mois

Paris et périphérie

Image Processing and Artificial Intelligence Engineer

GE Healthcare

sept. 2019 - juil. 2022

2 ans 11 mois

Paris et périphérie

PhD Candidate in Applied Mathematics

Inria

févr. 2016 - mai 2019

3 ans 4 mois

Région de Paris, France

Ph.D. in Applied Mathematics - Inria Paris - UPMC Sorbonne Universités Subject: Modeling and numerical simulation of implantable cardiovascular devices Project for the MIVANA (CARMAT) project and the development of its transplantable artificial heart thanks to numerical simulations. Work in cooperation with Kephalios and Epygon companies. Major achievements: - Development and implementation of C++ algorithms for fluid-structure interaction - Modeling of industrial intracardiac valves developed by start-up companies - Publication of articles and participation in international conferences Key subjects: - Optimization, partial differential equations, finite elements - Algorithmic, coding, numerical simulation - Modeling, physics See my personal website here: https://team.inria.fr/reo/team-members/ludovic-boilevin-kayl/

Development of a correlation on the pressure drops in several configurations of the human lung tree

Air Liquide

mai 2015 - déc. 2015

8 mois

Jouy-en-Josas, France

Numerical development of a correlation on pulmonary pressure drops taking into account healthy conditions and several pathologies such as asthma or COPD (Chronic Obstructive Pulmonary Disease). This work is part of the national research project "He-Ox Release"​ which aims to highlight the benefits of using specific mixtures of gases for the treatment of patients rather than the classical air. Creation of an automated process for the building of geometries, meshes and physical models with the GAMBIT and FLUENT softwares (ANSYS licence). Distributions of the pressure drops and of the different gas have been computed in order to validate the studied models of ventilation. Simulations under the software ANSYS FLUENT with C++ user-programming. Frequent meetings and presentations of results with the different partners involved in this project. Writing of technical reports and user's guides.

Study and characterization of contamination due to backward flow of particles emitted from an engine

ONERA

sept. 2014 - mai 2015

9 mois

Paris, France

Project for ONERA research center. Study and characterization of contamination due to backward flow of particles emitted from a space engine in rarefaction-dominated conditions. Autonomous constitution of a bibliographic database to build a valid physical model. Development of a PYTHON numerical scheme validated to explain the phenomenon.

Development and validation of numerical methods for mechanical study of fuel assemblies

AREVA NP

mars 2014 - août 2014

6 mois

Région de Erlangen, Allemagne

Development, implementation and validation of Fluid-Structure Interaction (FSI) methodologies in a Computational Fluid Dynamics (CFD) code for nuclear fuel applications. Creation of an automated process for CFD calculations which calculates the forces applied on fuel assemblies. Then, induced deformations are calculated and the structure is deformed with respect to the previous calculated values. Simulations under the software STAR-CCM+ combined with JAVA and FORTRAN user-programming. Frequent meetings and feed-backs with the company in charge of the development of the software. Writing of technical reports and oral defenses in front of colleagues and managers of the department.

Research in gaseous particles detectors / Project Management

CEA - Atomic Energy and Alternative Energies Commission

sept. 2013 - mars 2014

7 mois

91400 Saclay, France

Study, characterization and optimization of new "MicroMEGAS" (Micro-MEsh Gaseous Structure) detectors for Nuclear Physics and Particle Physics. In collaboration with CERN (European Organization for Nuclear Research), I worked on the next generation of particle detectors with practical applications in several fields (health, safety, energy, spatial missions). I worked with the team that has created this device and had been integrated into the Division of Sciences of the Matter (DSM), the biggest one of the commission. I also have contributed to the writing of several publications in different scientific journals. At the end of my internship, I had chance to present the results of my research at CERN in front of the commission 151, group we belonged to.

Modeling and optimization of a gyroscope (MEMS)

Schlumberger

sept. 2012 - juil. 2013

11 mois

Paris, France

Project for SCHLUMBERGER company. Study, modeling, optimization and design of a microscopic vibrating ring gyroscope for oil sector purposes. Lots of simulations with COMSOL and Matlab, taking into account the mechanical and electromagnetic coupling. Design, manufacturing and characterization of our prototypes in a clean room.

Organization and supervision of "Centrale-Supélec" oral entrance exams during first-year internship

Ecole Centrale Paris

juin 2012 - juil. 2012

2 mois

Paris, France

In collaboration with the other Centrale Engineering Schools and their administrations. Management of a team comprising twelve persons, a budget, a strict schedule and logistics. Responsible for meals and cultural/sporting events.


Formation

Pierre and Marie Curie University

Ph. D. in Applied Mathematics

2016 - 2019

4 ans

CentraleSupélec

Master of Science in Engineering (M.Sc.)

2011 - 2015

5 ans

CentraleSupélec

Master of Science (M.Sc.) in Thermal Sciences and Energy

2014 - 2014

1 an

Paris-Sud University (Paris XI)

Master of Science (M.Sc.)

2012 - 2013

2 ans

Paris-Sud University (Paris XI)

Bachelor of Science (B.Sc.)

2011 - 2012

2 ans

Lycée Fabert (Metz, France)

"Classes préparatoires"

2008 - 2011

4 ans

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