Works

The portfolio—overview of projects

Visit my LinkedIn and Github profiles - content of this webpage is currently under construction
Named Entity Recognition at Cour de Cassation Sep 2021 Description of pseudonymisation for Open Data of French Supreme Court decisions
  • Machine Learning
  • Python
  • Deep Learning
  • NER
  • NLP
  • Justice
  • Flair
Push the limits of explainability Mar 2020 an ultimate guide to SHAP library
  • data science
  • interpretability
  • XAI
  • machine learning
Named Entity Recognition - keywords detection from Medium articles Nov 2019 Demo for EGG Paris 2019 conference - SAEGUS
  • NLP
  • Python
  • Saegus
PhD Thesis Aug 2018 The full text of my PhD Thesis - Unsupervised deconvolution of bulk...
  • Machine Learning
  • R
  • Data Science
  • biomedical applications
DeconICA May 2018 R package for cell-type deconvolution of transcriptomic data
  • Machine Learning
  • R
  • Data Science
  • Deconvolution
PhD thesis at Institut Curie Jan 2016 overview of the thesis
  • Machine learning
  • data visualization
  • R
  • public speaking
  • scientific writing
  • healthcare
DeDaL Jun 2014 Data-driven network layout
  • Java
  • Networks
  • PCA
  • Data viz
Introduction to data visualization [FR] Mar 2015 R-plot & ggplot2
  • Teaching
  • R
  • Data viz
Outreach Nov 2016 four years of workshop "Certificate in Business Administration"
  • Tableau
  • Infographic
  • Communication
Women in Healthcare Analytics and Data Science (WiHADS) Oct 2019 meetup promoting women in Data Science
  • data science
  • events
  • healthcare
  • networking
From Science to Data Science Jan 2017 organised seminar series
  • Machine Learning
  • Careers
  • Data Science
  • Data viz
Metro microbiome diversity Apr 2015 realized in a frame of start-up Eco-Smart Solutions
  • entrepreneurship
  • DNA manipulation
  • Microbiology
Isotonic regression Feb 2015 biomarker discovery
  • Biomarkers
  • Machine learning
  • Matematica
Teen spirit Nov 2014 fighting unpleasant smells with bacteria
  • Synthetic biology
  • Product design
  • Graphical design
Modeling MinA and MinB Jan 2014 Simple model of gradient diffusion
  • Matlab
Galaxy pipeline for metabolomics Jun 2013 bridge from R to Galaxy.org
  • GUI
  • R
  • shell
In-progress, more to come.