Freelancer profile translated to English.
Back to original languageAbout Murielle
18 years of experience in data, including 4 years in AI project management and 2 patents, one of which is in industrial exploitation.
I take AI from concept to production, and most importantly, make it a measurable performance lever.
My "Speed to Value" method, centered on MLOps, accelerates production deployment: a strategic sprint in 48 hours, a profitable MVP in 4 to 6 weeks, followed by automated industrialization.
Result: tangible ROI, aligned teams, and truly useful AI.
Convinced that success comes through collaboration, I combine listening, synthesis, and leadership to mobilize teams around a common goal: creating sustainable and useful value for business units through artificial intelligence.
My areas of expertise: diagnosis, optimization, detection, decision support, and content generation (GenAI).
French
Native or bilingual
English
Fluent
German
Basic
Can work on-site
Annecy (up to 50km), Lyon (up to 50km), Chambéry (up to 50km), Paris (up to 50km), Genève (up to 50km)
Experience
- Metaux Speciaux S. A.IT Department ManagerCHEMICALSeptember 2024 - March 2025 (6 months)Saint-Marcel, FranceManage the teamSupervise network system administration.ERP Manager, I advised various departments on integrating business processesand adapting them to their needs.
- TELTStrategic Data Project ManagerLOGISTICS AND SUPPLY CHAINApril 2024 - September 2024 (5 months)Saint-Jean-de-Maurienne, FranceDevelop a digital solution for logistics flow optimization to meet environmental constraints for the Lyon-Turin tunnel excavation.Monitor, track, and optimize the evacuation and treatment of excavated materials (MATEX), aggregates, and backfills, ensuring compliance with contractual, environmental, and performance constraints.• Design and deployment of a data-driven platform integrating IoT (Azure Data Ingest), traceability, and performance indicators.• Implementation of a Data Lake / Data Warehouse on Azure (Azure Data Factory, Azure Databricks).• Development of flow management and simulation algorithms (graph theory, routing optimization, capacity calculation).• Integration of real-time data: weighing, GPS tracking, carrier IoT.• Design of web HMIs and Power BI dashboards for real-time visualization of flows, deviations, and contractual KPIs.
- CEALead Data ScientistENERGY AND UTILITIESSeptember 2020 - April 2024 (3 years and 7 months)Le Bourget-du-Lac, FranceProject manager for a photovoltaic plant optimization software, I managed the project coordination until its industrial transfer to the client.I developed AI algorithms for element detection (patent), defect classification, diagnostics, and PV module aging.
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Education
- Specialized Master's: Engineering of Open Intelligent SystemsCentraleSupélec2020mastère en Data Science
- Engineering degree in ElectronicsINSA Rennes - Institut National des Sciences Appliquées de Rennes1997Diplôme d'ingénieur, spécialité électronique
Certifications
- SAPSAP2024