After a diploma of statistician engineer from the Ensai (Ecole Nationale de la Statistique et de l’Analyse de l’Information) and a Ph.D in applied mathematics in the Statistics & Genome lab (AgroParisTech), I worked as a developer for the XLSTAT software. I have implemented some statistical methods such as mixture models, log-linear regression, mood test, bayesian hierarchical modeling CBC/HB, … Then I worked as a head teacher in statistics for one year. I was recruited in the Bioinformatic and biostatistic hub of the C3BI (Center of Bioinformatics, Biostatistics and Integrative Biology) in 2014, I am in charge of the statistical analysis and the development of R/R shiny pipelines.
Click to view graph
Connections
Click to view timeline
Timeline
Projects
Software
CV
Professional Experience
Since October 2014 – Institut Pasteur – HUB Team
2013 – 2014 – Head teacher in statistics – MEDISUP sciences
Main activities: Teach statistics to first year medicine students
2012 – 2013 – Developer of algorithms and statistical methods – Addinsoft, XLSTAT software
Main activities: Implement new statistical modules for XLSTAT software. Write support and tutorials for each new methods (french/english).
2008 – 2012 – Ph.D student in applied mathematics, statistics – AgroParisTech
Subject: Semi-parametric modelisation with Markovian dependency. Main activities: Develop new statistical models to deal with spatial dependency in tiling-array data (microarrays with overlapping probes). Supervisors: Stéphane Robin and Marie-Laure Martin Magniette
Education
2012 – Ph.D in applied mathematics, statistics – AgroParisTech
2008 – Master 2 degree in mathematics, statistics option – Université de Rennes 1
2008 – Biostatistics engineer – ENSAI (Ecole Nationale de la Statistique et de l’Analyse de l’Information) – Bruz
Publications
Download-
2018Emotional hyper-reactivity and cardiometabolic risk in remitted bipolar patients: a machine learning approach, Acta Psychiatr Scand 2018 May;.
-
2018Diverse laboratory colonies of Aedes aegypti harbor the same adult midgut bacterial microbiome, Parasit Vectors 2018 Mar;11(1):207.
-
2017Carryover effects of larval exposure to different environmental bacteria drive adult trait variation in a mosquito vector, Sci Adv 2017 Aug;3(8):e1700585.
-
2016DNA minicircles clarify the specific role of DNA structure on retroviral integration, Nucleic Acids Res. 2016 Jul;.
-
2016MEMHDX: an interactive tool to expedite the statistical validation and visualization of large HDX-MS datasets, Bioinformatics 2016 Nov;32(22):3413-3419.
-
2016Bacteriocin from epidemic Listeria strains alters the host intestinal microbiota to favor infection, Proc. Natl. Acad. Sci. U.S.A. 2016 May;.
-
2016Bacteriophages to reduce gut carriage of antibiotic resistant uropathogens with low impact on microbiota composition, Environ. Microbiol. 2016 Mar;.
-
2014Hidden Markov Models with mixtures as emission distributions, Statistics and Computing, July 2014, Volume 24, Issue 4, 493-504.
-
2012Variational Bayes approach for model aggregation in unsupervised classification with Markovian dependency, CSDA, Volume 56, Issue 8, August 2012, 2375–2387.
-
2009Clustering based on Random Graph Model embedding Vertex Features, Pattern Recognition Letters 2009; 830–836.
-
+View full list of publications