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Cédric MunchCM

Cédric Munch

Data Analyst / Scientist Finance & Admin - SME

€650/day
Genève, CH
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Cédric

💡 Doing AI in an SME/VSE is not just about installing ChatGPT.

⚙️ It's about automating quotes, anticipating stock shortages, detecting accounting anomalies earlier, or simplifying repetitive daily tasks.

🌍 After an international career of over 10 years as a Data Analyst / Scientist at the International Committee of the Red Cross in Geneva, I am putting my skills to use for high-impact projects, combining data analysis, finance/administration, and process optimization.

🚀 I propose to support SMEs/VSEs — industry, e-commerce, tourism, services — in integrating data and AI into their daily operations.

The goal: produce a clear roadmap, adapted to available data, without jargon or 18-month projects, but with a quickly measurable ROI.

🛠️ What I can bring:

• Tailor-made projects: automation, prediction, chatbot, reporting
• A pragmatic approach focused on business and results
• Team training to ensure tool adoption

🌐 Discover my portfolio:
Data, automation, AI and dashboards projects for SMEs/VSEs.
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Genève (up to 50km), Lyon (up to 50km), Annecy (up to 50km)

Experience

  • Jump
    Data Analyst / Scientist
    May 2026 - Today (3 months)
    Ain, France
    • - Development of automation solutions for SMEs/VSEs
    • - Creation of indicators, visualizations
    AI Chatbot Machine learning Corporate Finance MLOps Customer Support
  • International Committee of the Red Cross - ICRC
    Data Analyst/Scientist
    October 2011 - December 2025 (14 years and 2 months)
    Geneva, Switzerland
    • - Development and maintenance of the analytical accounting model used for humanitarian operations funding
    • - Design of dashboards and financial analyses for management
    • - Creation of forecasting tools in Python
    • - Clustering and outlier detection on delegation expenses
    Corporate Finance Machine learning Data analysis, Data visualization, SQL, Microsoft Excel, Python Docker Customer Support
  • Buroplus
    Entrepreneur – Co-Manager
    RETAIL (SMALL BUSINESS)
    January 2011 - January 2011
    Brazzaville, Republic of the Congo
    • - Co-creation and co-management of a computer hardware sales company for individuals and businesses.
    • - Operational, commercial, and financial management.
    Manager Business Creation Team Management

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Education

  • Deploy your machine learning models, Data Modeling/Warehousing and Database Administration
    OpenClassrooms
    2026
    Déployez vos modèles de machine learning, Data Modeling/Warehousing and Database Administration
  • Data Analyst, Data Modeling / Warehousing and Database Administration
    OpenClassrooms
    2024
    Data Analyst, Modélisation / stockage des données et administration de bases de données

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