Nathalie Vialaneix
Directrice Adjointe De L'unité MIAT at INRA French National Institute for Agricultural Research
Toulouse, Occitania, France
Summary
👤
Senior🎓
Top SchoolNathalie Vialaneix is a senior researcher and deputy director at INRAE with 12+ years applying machine learning, statistical learning and data mining to real-world problems across omics, spectrometry, social networks and weather forecasting. She combines deep academic training (PhD in Mathematics) with extensive teaching and research leadership, pioneering work on neural networks, SVMs, graph-based methods and network inference. Her profile blends theoretical rigor and practical implementation—proficient in R and Linux—while driving interdisciplinary collaborations in biostatistics and systems biology. Notably, she has moved between university lecturing and national research roles, giving her a rare mix of pedagogical skill and large-scale research management.
12 years of coding experience
5 years of employment as a software developer
DEA (MS), Applied mathematics, DEA (MS), Applied mathematics at Université Paul Sabatier Toulouse IIIPhD, Mathematics, PhD, Mathematics at Université Toulouse - Jean Jaurès
English
Stackoverflow
49reputation
2kreached
3answers
0questions
Github Skills (26)
hierarchical-clustering10
gwas10
hierarchical9
imputation9
genomics8
cran8
clustering8
transcriptomics8
similarity8
missing-data8
r7
matrix7
self-organizing-map6
gdal6
docker6
Programming languages (4)
Github contributions (5)
tuxette/SOMbrero
Sep 2017 - Jan 2024
Contributions:12 pushes, 5 branches, 9 tags in 6 years 5 months
cran-task-views/MissingData
Apr 2022 - Mar 2025
CRAN Task View: Missing Data
Contributions:6 PRs, 53 pushes, 6 branches in 2 years 11 months
imputationcrantask-viewsmissing-datarstats
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.