Managing a team of 4 data scientists, transferring research knowledge and code, structuring and maintaining C++ code and the Onnx api:• Environments: PyTorch, TensorFlow, Docker, Kubernetes, KubeFlow, C++, Onnx, Cuda.• Models: PointNet, PointNet++, PointCNN, Faster RCNN, ViT, GAN, CLIP, Transformers, Diffusion, Point-E, Shape-E, Sam, Nerfs, SDF.

In charge of R&D, Machine Learning and Smartphone applications:・Created and headed R&D team: up to 7 people.・Supervised of a Ph.D Student in clinical trials.・Achieved 3 smartphone Front-End on iOS and Android.・Developed the Back-End: API (NodeJs), DataBase (MongoDB) and Data Processing (Python).・Commissioned and maintained of Linux servers in HDS environment.・Finalist at EDF Pulse and EC Seal of Excellence certificate in 2019.𝐀𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭𝐬 𝐢𝐧 𝐑&𝐃: biofeedback, check-up indicators and Gait Analysis based on IMU data fusion, Machine Learning and Signal Processing, HAR by Neural Networks (CNN, RNN, Transformer et capsules), pathologies detection benchmark using SVM, Random Forest et Neural Networks (Transformer) with pre-training on corpus of exercises.

Chief Technical Manager in Machine Learning, Neural Networks, Signal and Image Processing. Trainer in Image Processing and video compression.𝐀𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭𝐬 𝐢𝐧 𝐑&𝐃: Developed Software, SLAM, 3D reconstruction, mosaicking, video navigation, automatic detection of underwater dunes, tire characterisation, automatic defect detection and characterisation, classification, damage measurement, error law propagation.

2014 - 2015 Chairman and CTO2011 - 2013 CEO2008 - 2010 ChairmanCompany manager:・Drove 50% turnover increase: product diversification, sales action plan.・Doubled of the workforce and expanded its skills.・Improved production: streamlined the workload, empowered employees.・Managed Investment projects and Research Tax Credit (CIR): 150 k€ per year.

Development of the Vision activity: 30% of the turnoverProject manager for Signal Processing and Image Processing, development of software applications.

PhD in Artificial Vision, prototyping of a contactless real time odometer from a video stream: MVision software product.

Business Intelligence.Functional analyses and setting up databases, marketing Datamarts and reporting.