- Act as the Product Owner for a dashboard tracking the business value from AI use cases.- Monitor progress and assist business owners in defining and measuring the business value derived from AI use cases.- Participate in discussions and contribute to defining the business value for AI use cases based on LLM (Large Language Model) technologies.

Data Science Lead at the Sophia-Antipolis office • Engaged in popularization and training activities • Participation in pre-sales (RAO) • Facilitating a Data Science technical community within CapgeminiDevelopment of Proofs of Concept: • Computer Vision : Logo detection, Person detection • Time series : Energy consumption predictionContributed to internal R&D projects: • Data quality • Green For IT : Energy consumption of AI modelsTechnical stack ⚒️ : Pytorch, YOLO, Prophet, MLflow, Plotly

Design, industrial development and integration of Big Data and Data Science applications as part of improving the QOS of Orange France networks and services.- Data processing: aggregation, cleaning and enrichment with + 50 data sources- Scheduling / Real-time processing- Catch-up and application monitoring- Indexing and provision of data- Devops and non-regression tests- Agile method (SAFe)Technical stack ⚒️: Scala, Spark, Elasticsearch, Python, Hive, Hbase, Oozie, Kafka, Jenkins, Maven, Git, Shell

Machine Learning:- Development and deployment of an automatic text classification model: automatic categorization of client verbatimBig Data:- Development of a real-time alarm generation tool on the Orange mobile network- Automation and data enrichment requestsAnalysis | Business Intelligence:- Study and detection of customer satisfaction levers- Interactive reporting and dashboards- Development of a data exploration and analysis application (visualizations and machine learning)Technical stack ⚒️: Python, Scikit-learn, Scala, Spark Streaming, Tableau Software, Hive, Oozie, Kafka, IBM Streams, Maven, Git.

Porting and evolutions of Web applications : - Back-end and Front-end development- Unit and functional tests- Docker deployment testsTechnical stack ⚒️: Symfony 3, HTML, CSS, Docker, PHPUnit