Georges Diab Email & Phone Number

Boulogne-Billancourt, Fr

Boulogne-Billancourt, Île-De-France, France

Courbevoie, Île-De-France, France

Illkirch-Graffenstaden, Grand Est, France

- Data science for cybersecurity :• Used machine learning to improve security alerts for the Office 365 perimeter.• Development of a centralized management tool for security alerts• Analysis of abnormal activity patterns based on user sessions• Took the project from concept to reality, moving it from the POC phase to the production phase.• MLOPS mindset all along the model industrialisation phase• Extensive use of Microsoft Azure- Data science for predictive quality and scrap prediction : • Development and implementation of a proof of concept using log and sensor data• Pattern detection and scrap generation prediction for industrial machines• Decision support for efficiency improvement and cost reduction• Methods like Time Series Forcasting and Collective anomaly detection were used- Data science for Anomaly detection on industrial machines• Manipulation of industrial data from the production line to better understand what influences quality measurements• Successfully detect an anomaly which, once resolved, has prevented considerable scrap generation• Use of data correlation and statistical analysis techniques• Methods like Clustering, Dimension reduction, Correlation analysis, SHAP were used- AI industrialization (MLOPS)• Industrialization of several artificial intelligence models in an Azure/DevOps/ML environment• Process optimization to achieve performance gains of over 70%.• Participation in setting up the cloud architecture• Extensive use of Microsoft Azure• Models monitoring- Career manager• Career manager for a group of six consultants• Management of annual performance and Professional development reviews• Setting annual priorities- Tech and buisiness exchanges:• Hosting several technical and business exchanges within the AI community (Explainable AI, Predictive maintenance, ...)

Strasbourg, France

Région De Créteil, France

Stagiaire en tant que développeur web et logiciel avec PhP, MySQL et Java. Objectifs : manipulation de fichiers CSV pour importer et exporter les données de l'entreprise, migration de la plateforme web client obsolète à la nouvelle version, développement d'une API Java pour la gestion du protocole terrain Bacnet.

Education record

Master En Informatique, Science Des Données Et Des Systèmes Complexes

Licence, Mathematics And Computer Science