Work

Roles, teams and what each one shipped, most recent first.

Experience

  1. 2025 to 2026

    DATA SCIENTIST

    OUCRU (Oxford University Clinical Research Unit), VN

    Responsible for integrated AMS dashboard development and data workflow optimization.

    • Dashboard Engineering & Data Integration: Developed and maintained the integrated data platform and analytical framework for a 30-page antimicrobial stewardship dashboard used to monitor key stewardship indicators across hospital departments. Integrated four independently developed components into a unified reporting system, ensuring data quality, reproducible workflows, semantic model consistency, and deployment readiness across multiple hospital sites.
  2. 2022 to 2023

    DATA SCIENTIST

    INSEE (National Institute of Statistics and Economic Studies), FR

    Responsible for annual salary database production and research on wage gaps in France.

    • Statistical Modeling and Data Analysis: Produced and published an official national analysis of public–private wage differentials in France using Oaxaca–Blinder regression on a 40M-record annual salary database, quantifying structural and unexplained components of wage gaps.
    • ETL Pipeline Development: Designed, implemented, and maintained robust ETL pipelines to standardise occupational data across 1.5M+ records, reducing redundancy by 17% and significantly improving data quality and interoperability across systems.
    • Data Validation: Investigated and resolved anomalies arising from complex data collection processes, ensuring accuracy, consistency, and reproducibility of official statistics.
    • Reporting: Analyzed wage dynamics during the COVID-19 period, identifying structural shifts through longitudinal data analysis. Redesigned and presented annual reports on key French wage statistics using RMarkdown.

Education

  1. MASTER OF DATA SCIENCE

    2023

    Paris 1 Panthéon-Sorbonne University

    Majors: Applied Data science in business

    Graduated as Valedictorian | GPA: 15.68 / 20

    Thesis: Public and Private sector Pay gap in France - Statistical modeling of large administrative datasets | Grade: 17/20

  2. BACHELOR OF ECONOMICS AND MANAGEMENT

    2021

    Évry Paris-Saclay University

    Majors: Economics

    Graduated with honor | GPA: 14.93 / 20

Certificates

  1. MICROSOFT AZURE DATA SCIENTIST

    2024

    Microsoft DP-100

    Design, create, manage Azure ML projects; train, monitor, hyper-tune, deploy ML models to batch and online endpoints.

  2. MICROSOFT POWER BI DATA ANALYST

    2020

    Microsoft PL-300

    Transform, load data in Power BI; create semantic models and DAX measures; build custom dashboards and reports.

CV

The full CV as a PDF, last updated July 2026.

Download CV (PDF)