Published multiple academic papers on topics such as high-dimensional surrogate markers, time series forecasting, practical limitations of data fission and data thinning in post-clustering differential analysis, doubly-robust evaluation of high-dimensional surrogate markers, optimal transport for flow cytometry data, and RNA-Seq differential analysis.
Research Experience
Postdoc with Tianxi Cai at Harvard T.H. Chan School of Public Health in Boston, and was a tenured associate professor (Maître de Conférences) at the Bordeaux School of Public Health from the University of Bordeaux until 2021.
Education
Obtained Accreditation to Supervize Research (Habilitation à Diriger des Recherches) in 2024, PhD in Biostatistics from the University of Bordeaux in 2015 under the supervision of François Caron and Rodolphe Thiébaut, Engineer in Statistics from ENSAI in 2011, and MSc in Statistics from the University of Rennes in 2011.
Background
Currently a Research Faculty (Chargé de Recherche) at Inserm Bordeaux Population Health research center U1219, and co-director of the SISTM team from both INRIA and INSERM institutes. Main research focus is on the longitudinal analysis of high-dimensional biomedical data, including gene set analysis, statistical processing of flow-cytometry data, probabilistic analysis of electronic health records, and methods development for multi-omics integrative analysis.
Miscellany
Interests include Bayesian nonparametrics, high-dimensional biomedical data, longitudinal analysis, RNAseq data analysis, single-cell data analysis, surrogate markers, and vaccine studies.