Works

The portfolio — overview of projects

Visit my LinkedIn and Github profiles for more great works on ML and Deep Learning !

Text in Image 2.0 - improving OCR service with PaddleOCR	Mar 2023	Read how the Cognition team improved the Text in Image service across...	data science OCR deep learning computer vision machine learning API
Deep Dive in PaddleOCR inference	Mar 2023	Discover the complexities of using PaddleOCR as a Text in Image service...	data science OCR deep learning computer vision machine learning
Named Entity Recognition Tool by 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 machine learning explainability	Mar 2020	an ultimate guide to SHAP library	data science interpretability XAI machine learning explainable AI Python
Mastering Named Entity Recognition (NER) in Data Science	Nov 2019	Extracting Keywords from Medium Articles Using SpaCy	NLP Python machine learning NER language models
Women in Healthcare Analytics and Data Science (WiHADS)	Oct 2019	Leading the Charge in Data Science and AI	data science events healthcare networking
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	dimension reduction of high-dimensional data using unsupervised machine learning	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 Business Administration
From Science to Data Science	Jan 2017	organised seminar series to accompany transition from academia to industry	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 using synthetic biology weapons	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