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Alexis SoubienAS

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Freelancer profile translated to English.
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About Alexis

Actuary-statistician by training, I spent over 25 years in financial markets evolving risk management and information systems, linking business needs, regulatory requirements, and intelligent data exploitation.
Trained in modern data science approaches, I now put this dual expertise – business and data – at the service of organizations wishing to leverage their data, improve their operational efficiency, and strengthen their steering.
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Bordeaux (up to 50km), Paris (up to 15km)

Experience

  • Lyxor Asset Management / Amundi
    Head of Risk & Data / IT Transformation
    January 2020 - January 2024 (4 years)
    • Team management, notably in charge of supervising the market and liquidity risk monitoring framework, statutory and regulatory.
    • Scoping and management of data integration projects and automation of regulatory reporting (AMF, UCITS, AIFM).
    • Coordination of the migration of Lyxor funds into the Amundi IT system.
    • Deepening of Python approaches for feature engineering and modeling (ML/DL) as part of Data Scientist training.
    • Collaboration with Data teams to explore the use of Machine Learning models (classification, scoring) applied to data reliability and valuation.
    Gestion des risques financiers Data science Reporting réglementaire Python
  • Société Générale
    IT & Counterparty Risk Data Transformation
    January 2014 - January 2020 (6 years)
    • Management of cross-functional strategic projects: integration of Brokerage activity (Newedge) and overhaul of the Risk Information System.
    • Functional scoping and coordination between business lines, IT, and senior management to improve data consistency and quality.
    • Design and implementation of analytical and reporting solutions for risk management.
    • Contribution to prudential projects: impact analysis, functional scoping, and translation of regulatory requirements into IT and data needs.
    • Process optimization and change management support; Risk representative in the New Product committee (risk analysis and regulatory compliance).
    Gestion des risques financiers Réglementation bancaire Transformation des processus et systèmes d’information Directeur de projet
  • Risques & Actuariat
    Consultant
    January 2007 - January 2014 (7 years)
    Assignments carried out for eRAFP and Société Générale
    • Selection and deployment of market risk measurement and performance attribution tools.
    • Overhaul of the internal provisioning model and actuarial calculation system.
    • Functional specifications and management of regulatory projects (Basel II, internal models, prudential reporting).
    Architecture fonctionnelle gestion projet reglementaire Matlab

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Education

  • Data Scientist
    OpenClassRoom-Centrale/Supelec
    2024
    Data Scientist
  • AMF Certification
    2021
    Certification AMF

Skill set

Categories