I am currently an Associate Professor at the ISEP since September 2016, where I am a member of the DaSSIP Team (Data Science, Signal and Image Processing), and the head of the Data Intelligence Major.  Furthermore, I was also a full researcher at the LIPN - CNRS UMR 7030, where I was part of the A3 team specialized in Machine Learning from 2013 to 2022.

I got my PhD in Applied Computer Science from AgroParisTech (University Paris-Saclay) in November 2016. I also have an Engineer degree in Software engineering & Computer Vision from the EISTI Cergy (now CY'Tech),  as well as a Master of Engineering Degree in Computer and Information Technologies from INHA University in South Korea. I got both in 2013.

My research activities are focused on machine learning and data science problems and cover a wide spectrum of issues, ranging from unsupervised learning to image processing and change detection. My work can be divided into 3 main axis:

• Unsupervised Learning with a particular focus on new clustering paradigms such as multi-view, collaborative and alternative clustering. 

• Applications of Unsupervised Learning in the field of image processing (satellite and medical) : segmentation, change detection and predictive algorithms.

• Unsupervised neural networks such as Autoencoders coupled with various deep learning architectures (CNN, GRU, W-Nets, etc.), and Kohonen based neural networks.