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Study and advise for Groupama on micro reserving for claims whose trades have extended branches, such as automotive or construction using Machine Learning approaches.
Implementation of a sampling tool for Groupama to select claims and contracts : learning of compliance/non compliance for claims and contracts using Machine Learning approaches.
A Deep-Learning based recommender system, making interest predictions by analysing the sequences of users interactions and their activities on social media platforms.
A Deep Learning-based sentiment analysis system that predicts user sentiments based on short texts they have produced (such as tweets) and a large set of previously recorded sentiment categories.
A Deep Learning-based image segmentation system that classifies the forms inside images in the case where; there are very few labeled images together with a huge number of unlabeled data (few-shot learning).