Nicolas Bloyet Email & Phone Number

Auray, Bretagne, France

Lannion, Bretagne, France

- Data engineering of a IP monitoring system (Netflow) in a SD-WAN product, generating a massive flow of data to be collected and aggregated. (OLAP)- Implementation of testing/simulation tools, generation of massive network data. Contributions to scapy Netflow module.- Migrations of SQL databases.- Index tailoring.- Pipeline automation using Gitlab CI/CD

Vannes

- Regression, Classification, Forecasting on various industrial topics (agronomy, logistics).- Natural Language Processing NLP (topic segmentation, sentiment analysis).- Image analysis (Computer Vision, anomaly detection, CNN) for production monitoring and quality control.- Deployment and industrialization of Data Science projects (MLOps).- Report writing and project presentation (notebooks).- Writing and conducting internal/external pedagogical workshops and trainings.

Vannes

Thesis funded by an industrial group (CIFRE convention), Industrially directed by See-d and Avril and academically framed by IRISA (Expression team) and LMBA.- Machine learning applied to structure-activity relationships (QSAR). - Development of Feature-Learning algorithms for topological data representation, with a focus on graphs. - Exploration of correlations between topological and macroscopic models.- Implementation of an algorithm solving graph isomorphism for fully labelled graphs (Scott, MIT licence)

Doctorat, Informatique, Mathématiques

Master En Informatique, Web, Multimédia Et Réseaux

Licence, Mathématiques Informatique Et Statistiques