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Teaching Assistant

Université Paris-Cité

Research Intern

Owkin, Frontier Research Team

Prediction of patient chemotherapy response from baseline gene expression profiles using models trained on pre-clinical data. Worked on bulk, single-cell and spatial RNA-sequencing data from the MOSAIC initiative.

Research Intern

Columbia University, Herbert and Florence Irving Institute for Cancer Dynamics (IICD)

Research internship supervised by Simon Tavaré and Khanh Dinh. Mathematical modeling and simulation of ecDNA dynamics in cancer cell populations. Moran process with selective pressure, ABC inference. Python code available on GitHub.

R&D Intern

GE HealthCare

• Worked on evaluating the robustness of a Deep Learning algorithm for lung nodule detection and segmentation.
• CT scan images.

Tutor

École Polytechnique

Tutoring third-year Bachelor students in Asymptotic Statistics.

Academic Tutor

Secours Populaire de Paris

PhD

Université Paris-Cité

Statistics

• Supervised by Antoine Chambaz and Julie Josse, and Geneviève Robin
• Causal inference, Interpretability and Conformal Prediction
• Collaborating with clinicians to better understand treatment response heterogeneity in diverse settings

Masters

ENS Paris-Saclay

Master 2 MVA

Cycle Ingénieur

École Polytechnique

Applied Mathematics