CV EN FR

You can find here my CV , also available as pdf (English and French)

General Information

Full Name Madeleine Hueber
Research Interests Machine Learning, Statistics, Applied Mathematics
Languages French (native), English (C1), German (B1), Italian (beginner)

Education

  • 2024 - now
    Master of Data Science
    EPFL, Lausanne, Switzerland
    • Courses include Machine Learning, Modern Natural Language Processing, Statistics for Data Science and other advanced topics.
    • Gained hands-on experience with various applications of Machine and Deep Learning through practical projects
  • 2021 - 2024
    Graduate Engineer, Class of 2021
    Ecole Polytechnique, Palaiseau, France
    • Master’s level program (Cycle Ingénieur X2021) in mathematics and computer science, specialized in Applied Mathematics.
    • Specialization courses include Machine & Deep Learning, Statistical Learning, and Stochastic Modeling.
    • France’s leading university in science and engineering
  • 2019 - 2021
    Classe Préparatoire aux Grandes Ecoles (CPGE) - MPSI/MP*
    Lycée Louis-le-Grand, Paris, France
    • Intensive two-year preparatory program focusing on mathematics and physics.
    • Prepared for highly competitive entrance exams to top French engineering schools.

Work Experience

  • Mar 2025 - now
    Part-time Data Scientist
    International Center for Earth Simulation (ICES), Switzerland
    • Contribute to the development of a a predictive seismic risk tool and maintain data pipelines for large-scale geospatial and demographic datasets.
    • Develop algorithmic solutions for data challenges, such as handling missing data or spatial segmentation of populations
  • Apr - Jul 2024
    Research Intern
    Irving Institute for Cancer Dynamics (IICD), Columbia Univeristy, NY, USA
    • Evaluate and benchmark Copy Number Alteration (CNA) timing algorithms using the CINner simulation framework.
    • Explore adaptation of algorithms for single-cell sequencing data, addressing challenges such as false negatives and low coverage.
  • Jun - Aug 2023
    Carbon Ingeneer Intern
    Carbometrix, Paris, France
    • Contributed to carbon footprint calculations and conducted sector research to support sustainability assessments.
    • Assisted with platform development and various data-related tasks for the carbon analytics team.
  • Dec - Apr 2022
    Military internship
    Gendarmerie nationale, Vannes, France
    • Experienced 6 months as the assistant of the Commander of a military police in Vannes in daily operations.
    • Faced risky situations during patrols, developing adaptability and analytical skills.
  • 2018 - 2019
    Volunteer work
    Voltaire Program, Paris, France
    • Helped middle school students with domestic issues to do their homework and monitored their progress over the year.

Computer Skills

  • Programming Languages: Python, R, SQL, Java
  • Tools & Technologies: PyTorch, Scikit-learn, TensorFlow, Pandas, NumPy ...
  • Data Visualization: Matplotlib, Seaborn, plotly ...

Extracurricular Activities

  • Art
    • Passion for painting, drawing, and sewing.
    • Member of Polytechnique’s Broadway team, in charge of costumes and sets.
    • Bachelor degree in History and Art History (Nanterre University) in 2023 as part of a partnership with Polytechnique.
  • Student Associative Life
    • Co-organised a student festival (OktoBB) gathering ~1500 attendees and 250 volunteers.
    • Organised a conference on the "backlash" phenomenon during Polytechnique’s Women’s Rights Week.
  • Sport
    • Part of the Basket-Ball team at Polytechnique
    • 10 years of ballet class
    • Advanced Open Water SCUBA Diver