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Yanis BarillonYB

Yanis Barillon

Freelance in data cleaning and preprocessing

€250/day
Paris, FR
0-2 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Yanis

Do you need reliable, well-prepared data ready for analysis or **Machine Learning**?
I am a Freelancer in data engineering, specializing in data cleaning and preprocessing with a double degree in applied mathematics and data science.

My Background


Graduated with a Master 2 in Quantitative Finance (University Paris-Saclay): data science, stochastic simulations, financial mathematics

Engineer graduated fromENSIIE (Mines Télécom)**: specialization in Applied Mathematics for Computer Science, **Machine Learning**, and **Deep Learning

Experience in modeling, processing complex data, and automating data pipelines

What I Offer


Cleaning of raw files (CSV, Excel, SQL, etc.)

Handling of missing data, duplicates, outliers

Transformation and standardization of columns (encoding, normalization, typing)

Data preparation for Machine Learning models (split, scaling, in-depth feature engineering)

Clear and documented Python scripts (Pandas, NumPy, Scikit-learn)

My Commitments


Fast and reliable delivery

Clean, reusable, and understandable code

Smooth communication, whether you are technical or not

📍 Available for one-off or ongoing missions
→ Let's talk about your data!
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Spanish

    Conversational

Remote only
Primarily works remotely

Experience

  • South Denmark University
    RESEARCH INTERN IN NUMERICAL SIMULATION IN FINANCE
    TECH
    June 2023 - December 2023 (6 months)
    Denmark
    • Analysis of stochastic Runge-Kutta methods
    • Development of a multi-level Monte Carlo method
    for solving stochastic differential equations
    • Study of the implementation and simulation of the solution of multidimensional stochastic differential equations
  • STRATÈGE - Premium Consulting Company (SALESFORCES SASU)
    COLLABORATION WITH AN R&D TEAM
    CONSULTING AND AUDITS
    January 2023 - June 2023 (5 months)
    • Extraction and classification of CAC40 data to create a
    virtual portfolio classified by business sector
    • Calculation of risk indicators (volatility, beta)
    • Implementation of a risk measurement and management tool
    • Development of a pricer
    • Calculation and attribution of performance

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Education

  • Quantitative Finance
    Paris Saclay\ENSIIE (Mines-Télécom)
    2023
    Quantitative Finance

Skill set

Categories