CV

Postdoctoral Researcher

Carpem Cancer Institute

I am currently structuring and integrating chemotherapy data within the Carpem Master Observational Trial.

PhD student in Medical Informatics

HeKA team - Inserm-Inria-Université Paris Cité

Clinical data warehouses hold important information about chemotherapies and their effects, but it is often scattered and hard to interpret. To make use of these valuable data, I developed two knowledge graphs, OntoTox and ChemoOnto. These graphs organize data on chemotherapy treatments and toxicities, facilitating comparisons between theoretical treatment protocols and actual patient outcomes. I created the ProtoDrift metric to quantify deviations in chemotherapy protocols, thus refining adherence assessments. I validated ProtoDrift through survival analyses, showcasing its potential in advancing precision oncology research.

• Knowledge graph
• Survival analysis
• Statistical learning
• Text mining

Research engineer

Inserm - Paris Georges Pompidou hospital

I took part in the QualiHealth project aimed at improving the quality of healthcare data. I developed text mining tools to extract information from medical narrative reports during COVID crisis. I helped in the realisaton of OntoDol, an ontology on chronic pains.

• Data quality
• Text mining
• Knowledge graph
• API managment

Intern

Inserm - Paris Georges Pompidou hospital

High-Throughput Phenotyping on glomerular disease narrative reports.

• Topic Model
• Dynamic Time Wraping

Intern

Parasitology Unit of the Center Dr. Hideyo - Merida, Mexico

Identification of blood meals from Triatomia dimidiata in the Yucatán.

Intern

EcoSys laboratory, INRA

Characterization of metal contaminations in urban farm soils.

Bachelor

Université Paris-Saclay

Organism Biology and Ecology

Master

Université Paris Saclay

Bioinformatics

PhD

Université Paris Cité

Medical Informatics