Valérian Rey Email & Phone Number

Paris, FR

Issy-les-Moulineaux, Île-de-France, France

Ville De Paris, Île-de-France, France

Research project on image manipulation detection. Implementation of computer vision solutions (ConvNet, U-Net) for segmentation of images between manipulated pixels and authentic pixels.

Lausanne, Vaud, Suisse

Federated Learning for Malware Detection in IoT Devices- Research project on the potential of federated learning for the use case of malware detection from the traffic data of IoT devices.- Uses federated learning as a privacy-preserving way of using more data to train the model.- Supervised binary classification method using MLPs to separate the network.

Ville De Paris, Île-de-France, France

- Engineering project in a small startup that develops a tool for automatic coaching in the popular game League of Legends.- Data collection of past matches from the game's API, a lot of data preprocessing to constitute a big dataset on a MongoDB.- Multi-class classification using an artificial neural network to predict in real-time the next item that a.

Diplôme D'Ingénieur, Master In Data Science

Machine learning, Neural networks, Deep learning, Statistics, Data analysis, NLP, Information theory, Information security & privacy, Time.

Computer Science

Exchange year in Singapore. Mathematics, Databases, Software engineering, Communication systems, Computer security.

Bachelor'S Degree, Communication Systems

Mathematics, Physics, Programming, Computer science, Computer networks, Algorithms, Electronics.