About Matthias
French
Native or bilingual
English
Fluent
Experience
- My Money BankData EngineerBANKING AND INSURANCESeptember 2025 - Today (9 months)Nantes, FranceDevelopment of batch data pipelines around credit risk. AWS cloud stack (Lambda, Glue, S3). Orchestration on Airflow.
- SNCFTech Lead DataTRANSPORTATIONOctober 2024 - September 2025 (11 months)Nantes, FranceResponsible for the entire project cycle, from pre-sales to production, as part of the migration of an existing system from Teradata to Azure Databricks. Technical management of the sales accounting system migration. Design and development of processing pipelines for loyalty cards, customer subscriptions, and strategic business indicators (station traffic, CO2 consumption, kilometers/passenger, etc.). Implementation of high-performance distributed processing under Spark (Scala). Automation of deployments and CI/CD processes with Jenkins and Ansible. Scrum Master responsibilities: animation of agile ceremonies (Daily, Sprint Planning, Reviews, Retrospectives), management of obstacles and blocking points, facilitation of exchanges between technical and business teams.
- Credit Agricole Technologies et ServicesBig Data EngineerBANKING AND INSURANCENovember 2021 - September 2024 (2 years and 9 months)Nantes, FranceDesign, development, documentation, testing, and deployment of various flows to feed a data lake in the banking sector. Migration of data and applications from a Hortonworks platform to Cloudera. Development of Kafka streaming flows and Spark batch flows. Creation of Oozie workflows to schedule Big Data processing. Monitoring and tracking of production processes. Work carried out in agile SCRUM mode.
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Education
- Master in Machine Learning and Automatic Language ProcessingUniversity of Nantes2020Master orienté recherche en apprentissage automatique appliqué au traitement de la langue (texte et parole): - Apprentissage automatique: Apprentissage supervisé, non supervisé, par renforcement. Classification, régression et apprentissage profond (Feed Forward, Recurrent Neural Network, Convolutional Neural Network, Autoencoders, Generative Adversarial Network). - Traitement du texte: extraction d'entitées nommées, analyse de sentiments, chatbot, traduction automatique, plongements de mots, modèle de langue, génération de texte - Traitement de la parole: Traitements du signal, Segmentation, Reconnaissance du locuteur, Reconnaissance des émotions dans la parole, Text-To-Speech, Mel-Frequency Cepstral Coefficients, Gaussian Mixture Models