GoPro, Principal software engineer
Detection of semantic features for automatic video editing and video summarization in the Quik app
Machine learning, signal processing (image, video, imu, gps), C++, Python
Stupeflix, Senior sotware engineer
Detection of semantic features for automatic video editing in the Replay app
Machine learning, signal processing (image, video, gps), C++, Python
DxO, Image science engineer
Development of image enhancement algorithms for DxO Optics Pro software
Computational photography, image processing, C++, Python, OpenCL
Five Apes, Computer scientist
CPU / GPU implmentation of low level image feature detectors for image recognition
Image processing, C++, OpenCL
Asclepios INRIA, Research engineer
Creation of RPI: open source C++ API for medical image registration
Update legacy registration algorithms / implementations to interface them into ITK
C++, Python, ITK
École Polytechnique, Postdoctoral researcher
Creation of jMEF: open source Java library to create, process and manage mixtures of exponential family
Mixture models, statistics, image segmentation, clustering, Java
I3S laboratory / CNRS, Ph.D. Candidate
Creation of kNN CUDA: open source GPU implementation of k-nearest neighbors algorithms
Application video tracking (rotoscopy) based on keypoints trajectories and statistical measures
Image processing, NVIDIA CUDA, GPGPU, statistical tools, Kullback-Leibler divergence, Matlab, C
Machine learning: deep learning, random forests, clustering, EM, etc.
Programming: C/C++, Python, CUDA, OpenCL, Matlab, Java, etc.
Development tools: Xcode, Visual C++, Qt Creator, CMake
Operating Systems: MacOS, Windows, Linux
Education
Ph.D., signal and image processing
M.Sc., image processing and computer vision
M.Sc., computer science
B.Sc., applied mathematics
Certifications
Deep Learning Specialization by Pr Andrew Ng
- Neural Networks and Deep Learning
- Structuring Machine Learning Projects
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- Convolutional Neural Networks
- Sequence Models