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Yann SimonsYS

Yann Simons

CFO/COO: Data Science Quantitative/AI Finance System

€500/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Yann

Fractional CFO / COO | Data Scientist Finance | Corporate Finance & Markets

I support executives, scale-ups, and investors as a Fractional CFO / COO, with over five years of experience in corporate finance, financial markets, and operations. My approach combines financial strategy, data, and operational execution, with a strong focus on decision-making and performance.

My background covers both market finance (derivatives, trading, pricing) and corporate finance (FP&A, treasury, finance ops). This dual expertise allows me to build robust finance functions while remaining agile and business-oriented, particularly in contexts of growth, transformation, or high complexity.

I work on building business plans, budgets, and forecasts, managing treasury, and producing executive reporting for management and investors. I implement and automate financial steering tools using Python, SQL, VBA, Power BI, Advanced Excel, and SAP to reduce manual work, ensure data reliability, and improve real-time visibility. I also assist companies with cost optimization, structuring the finance function, and defining truly actionable KPIs.

My missions include roles as an outsourced CFO or COO (part-time or long-term assignment), structuring or redesigning financial steering, implementing financial models and cash management tools, and supporting growth phases or investor preparation.

Accustomed to working directly with CEOs, COOs, and investors, I adopt a pragmatic, demanding, and results-oriented approach.

References: BNP Paribas CIB, Carrefour, Neoplants, Malt, Hugo Boss; AXA, Daher Aero.
International environments. Fluent in French and English. Strong data and business culture.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Chinese

    Conversational

  • Spanish

    Conversational

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

Experience

  • BNP Paribas CIB GM
    Equity Derivatives & Structured Products
    BANKING AND INSURANCE
    September 2024 - September 2025 (1 year)
    Assignment within Global Markets teams on equity and multi-asset structured derivatives. Participation in the structuring, pricing, and marketing of derivative solutions for institutional and corporate clients.

    Contribution to the improvement of pricing and execution tools, with a strong data and automation component, to optimize execution speed, price reliability, and the competitiveness of proposed solutions. Collaboration with trading, sales, and quantitative teams in an international environment.
    Equity Derivatives Structured Products Financial Markets Pricing Strategy Data Automation
  • Neoplants
    Finance & Operations
    BIOTECH
    September 2023 - September 2024 (1 year)
    Cross-functional Finance & Operations role within a deep-tech startup in the structuring phase. Implementation and automation of financial steering tools, improvement of internal processes, and production of reporting for the management team.

    Involvement in budgets, forecasts, cash flow monitoring, and performance analysis, with a strong focus on data reliability and decision support in a growth context.
    FP&A Cash Flow Management Process Optimization Startup Financial Reporting
  • Derivatives
    Trader
    January 2022 - January 2023 (1 year)
    Management of derivative trading strategies with a macro and quantitative approach. Development and execution of proprietary strategies integrating risk management, trading discipline, and performance monitoring.

    Use of quantitative and automation tools for market analysis and investment decision optimization.
    Derivatives Risk Management Quantitative Studies Macroeconomics Algorithmic Trading

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Education

  • Master of Science in Finance & Data Science
    Neoma Business School
    2024
  • Master 2 Finance
    IAE France
    2022

Skill set

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