2nd year of Master at PSL University (IASD - Maths track)
Last-year engineering student at École nationale des ponts et chaussées
🏅 PR[AI]RIE Excellence Fellowship (academic criteria)
filomene.roquefort@gmail.com • LinkedIn

• In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts
  Filomène Roquefort, Alexandre Ducorroy, Rachid Riad
  Callyope, France
  Presented at the 1st Speech Wellness Challenge, Interspeech 2025
  [arXiv] • [PDF]
  🥈 2nd place at the challenge

Machine Learning Research Intern — Harvard Medical School (DBMI)
Boston, USA · April 2025 – August 2025

• Mapping the heterogeneity of Type 2 Diabetes (T2D) using clustering methods and clinical data analysis.
• K-means, Causal Survival Forests, DDRTree analysis.

Machine Learning Research Intern — Callyope
Paris, France · June 2024 – March 2025

• Developing machine learning tools to assist psychiatrists for diagnosis and reduce administrative workload through audio analysis, natural language processing, and sensor data.
• Designed multimodal and contrastive learning methods for better speech representations based on textual clinical reports.

• Master 2 – Artificial Intelligence, Systems, Data (IASD), PSL University
  Courses: Machine Learning Theory, Optimization for Machine Learning, Optimal transport, Reinforcement Learning, Bayesian Statistics

• École nationale des ponts et chaussées – Mathematics & Computer Science
  Courses: Machine Learning, Deep Learning, Convex Optimization, Image Processing and Computer Vision, Statistics, High-Dimensional Statistics, Stochastic Processes

• Lycée Henri IV (MPSI-MP*) – Paris, France
  Intensive mathematics and physics preparation (Classes Préparatoires)

• Programming: Python, Git, LaTeX
• ML Tools: PyTorch, Scikit-learn, Hugging Face, NumPy, Pandas
• Languages: French (native), English (C1, TOEIC 950/990), Spanish (B2)

Music (singing, piano, guitar), artistic gymnastics, skiing, and theater.
Former member of Maîtrise Populaire de l’Opéra Comique — 3 stage performances as lead role.

Feel free to connect on LinkedIn or reach out by email.