- Research in object detection using deep learning.- Lead software developer for desktop applications (C++/Qt).- Extensive dataset management.- Design of an operational and ready-to-use solution to the automatic detection of marine megafauna using aerial images (Semmacape project https://semmacape.irisa.fr/)- Design of solutions for animal detection in images (camera traps, monitoring)

Lead developer for the creation of a light field editor desktop software in the Sirocco team (image analysis and processing).- Design of the software architecture.- Development of a cross-platform C++ computation library for light field management using OpenCV.- Design of new methods to deal with inverse problems for light fields, with academic publishing.- Ergonomic design.- Development of a graphical user interface using Qt.- Continuous integration on Windows and Linux.The library is used by different projects for research.

Time-series classification for grassland satellite images.- Design of a new approach for time-series classification.- Development of a software for testing and benchmarking.

Modeling of microtubules dynamics in cells for image analysis using data assimilation.

Development and analysis of boundary conditions for an oceanic model.

Study of open boundary conditions for an oceanic model using MARS3D.