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Faten El OutaFE

Faten El Outa

Business Data Analyst / GenAI & Data Storytelling

€650/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Faten

PhD in Computer Science specializing in data storytelling, business analysis, and applied artificial intelligence, with over 6 years of experience spanning research, data projects, business support, and decision-making solution prototyping. I assist organizations in transforming complex needs into KPIs, dashboards, data narratives, interactive prototypes, and decision-support-oriented GenAI assistants. Expertise in business scoping, semantic modeling, narrative visualization, environmental and satellite data analysis, AI agents, scientific communication, and community engagement around knowledge platforms.
  • French

    Native or bilingual

  • English

    Fluent

  • Arabic

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • BRGM
    Business Data Analyst / GenAI & Data Storytelling
    January 2024 - June 2024 (5 months)
    France
    • Gather, analyze, and formalize business needs from technical, institutional, and operational stakeholders to produce usable specifications for data, product, and IS teams.
    • Design strategic and operational KPIs, semantic models, and Power BI / Superset dashboards for monitoring environmental, hydrological, and satellite data.
    • Prototype decision-making interfaces on Figma, Streamlit, and BI tools to facilitate data exploration, understanding, and adoption by different user profiles.
    • Structure data stories and communication materials to make complex results accessible to expert, management, institutional, and non-specialist audiences.
    • Contribute to the France 2030 PREVIZO project: scoping, coordination, project reporting, technological watch, workshop facilitation, and preparation of deliverables for stakeholders.
    • Participate in the design of a data POC integrating collection, routing, storage, and visualization of piezometric data, with a technical supervision dashboard focused on data quality, completeness, and frequency.
    Superset Needs Assessment Dashboard Prototype User Experience Design
  • BRGM
    GenAI Contributions, AI Agents and Automation
    January 2024 - November 2024 (10 months)
    • Design the architecture and develop GenAI assistants / AI agents for the interpretation of environmental, hydrological, and satellite data.
    • Prototype agents capable of transforming natural language queries into analyses, business summaries, and decision-support reports.
    • Develop GenAI workflows for generating risk registers, monitoring drought risks, and preparing materials related to drought decrees.
  • Association Wikicaves
    Communication Strategy
    May 2026 - Today (1 month)
    • Develop a communication strategy to promote Grottocenter, an open knowledge platform dedicated to caves, sinkholes, and the underground environment.
    • Adapt messages to target audiences: research centers, protected site managers, local authorities, caving clubs and federations, and the general public.
    • Design communication tools to publicize the free services of Wikicaves: knowledge base, global digital library, scientific data collection, and citizen science initiatives.
    • Contribute to community engagement and relations with local, national, and international partners involved in the protection and knowledge of the underground environment.

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Education

  • Executive Programme
    IAE Paris-Sorbonne Business School
    2026
    Executive Programme
  • PhD Degree
    Université de Tours
    2023
    PhD Degree

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