CV
Professional Experiences
Research Engineer and Research Project Coordinator
INRIA, Grenoble, France
2021 - 2024
PerfAnalytics Project (ANR-20-STHP-0003 - National Research Agency funding €2M)
Developments in Markerless Motion Capture for human motion, applications in high-level elite sports:
- Developed DL methods for accurate and automated multi-person shape estimation from multi-camera systems.
- Ensured reproducibility of research code and high-performance computing (HPC).
- Maintained SQL/Mongo Databases and front-end Apps.
- Supervised master and PhD students.
Postdoctoral Researcher in Applied Mathematics
LJK, CNRS (UMR 5224), Grenoble, France
2019 - 2020
Biomechanics and computer vision research on markerless motion tracking from multi-camera systems in Sport Climbing:
- Developed methods for automatic segmentation of 3D human meshes and estimation of anthropometric data.
Doctoral Teaching Assistant
Savoie Mont Blanc University, Polytech Annecy-Chambéry, France
2016 - 2019
192 hours of lectures, tutorials, and practical sessions:
- Numerical methods and Python scripting language for engineers - Image analysis.
- Continuum mechanics.
Doctoral Thesis
SYMME Laboratory, Annecy, France
2015 - 2019
Clothilde Project (INTERREG V - Franco-Swiss Funding €1.4M). Osteosynthesis implant development for the treatment of proximal and mid-diaphyseal humerus fractures:
- Developed a musculoskeletal model of the glenohumeral joint with post-processing in Python.
- Created a wireless and real-time 3D position IMU sensor and post-processing (quaternions, filtering).
- Designed a shoulder cadaveric testing bench (CompactRIO + FPGA).
- Contributed to the development of osteosynthesis implants and associated instruments, resulting in 5 patents.
End-of-Studies Internship
French Alternative Energies and Atomic Energy Commission (CEA), Monts, France
2015
Development of an assembly control system for pyrotechnic devices.
International Experience
SRM University, Chennai, India
2014
3D Finite Element Analysis modeling of the human foot - Numerical analyses of soft tissues.
Degrees
Research and Higher Education Label
Grenoble Alpes University, Doctoral School SISEO ED N°489
2016 - 2018
Grenoble, France
- Pedagogy, Didactics, and Communication.
Doctoral Studies
SISEO Doctoral School
2015 - 2018
Annecy, France
- Python scripting language and Image correlation - SYMME Lab.
- Multi-spectral image analysis - LISTIC Lab.
- Research ethics.
Master Degree
Mechanics and System Design
École Polytechnique Universitaire of Tours, France
2011 - 2015
Higher Technician Certificate
Mechanical and Industrial Automation
Lycée Grandmont, Tours, France
2009 - 2011
Baccalaureate in Industrial Science and Technology
Electrical Engineering
Lycée François Rabelais, Chinon, France
2009
Skills
- Python: OpenCV, SciPy, Scikit, Pandas, NumPy, Trimesh, PyRender, TensorFlow, PyTorch, TorchVision, Dash Plotly
- Data Integrity: Git, Docker (including GPU support: NVIDIA, NVCC, CUDA)
- Programming: Bash, Linux servers, gcc/g++ compilation, Matlab, Arduino, LaTeX
- CAD and FEA: SolidWorks, Catia, Abaqus, Ansys
- 3D Mesh: OpenGL, Maya, Blender, MeshLab
- Languages: French (native), English (fluent)