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Murielle S.MS

Murielle S.

Project Director / Lead Data Scientist

€670/day
Annecy, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About 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 Manager
    CHEMICAL
    September 2024 - March 2025 (6 months)
    Saint-Marcel, France
    Manage the team
    Supervise network system administration.
    ERP Manager, I advised various departments on integrating business processes
    and adapting them to their needs.
    Team management SAP ERP ERP Implementation NIS2 System administration
  • TELT
    Strategic Data Project Manager
    LOGISTICS AND SUPPLY CHAIN
    April 2024 - September 2024 (5 months)
    Saint-Jean-de-Maurienne, France
    Develop 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.
    Azure Data Factory Microsoft Azure Contract Management devops python Databricks
  • CEA
    Lead Data Scientist
    ENERGY AND UTILITIES
    September 2020 - April 2024 (3 years and 7 months)
    Le Bourget-du-Lac, France
    Project 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.
    Deep Learning Machine learning Project management Computer Vision Specifications

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Education

  • Specialized Master's: Engineering of Open Intelligent Systems
    CentraleSupélec
    2020
    mastère en Data Science
  • Engineering degree in Electronics
    INSA Rennes - Institut National des Sciences Appliquées de Rennes
    1997
    Diplôme d'ingénieur, spécialité électronique

Certifications

  • SAP
    SAP
    2024

Skill set (59)

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