Mathieu Carrière
Researcher at Inria Sophia Antipolis
Antibes, Provence-Alpes-Côte d'Azur, France
Summary
👤
Senior🎓
Top SchoolMathieu Carrière is a researcher with a PhD in Computational Topology and Machine Learning and over a decade of experience applying Topological Data Analysis to real-world problems. Based at Inria Sophia Antipolis after a postdoc at Columbia’s Systems Biology Department, he bridges rigorous theory and applied ML, especially where geometric and topological methods reveal structure in complex data. Open to part-time consulting (remote or on the French Riviera), he helps teams translate advanced TDA techniques into actionable insights for scientific and industrial use. His background combines engineering training from École Centrale Paris and ENS Cachan with hands-on research producing reproducible methods for data-driven discovery.
10 years of coding experience
2 years of employment as a software developer
Engineer’s Degree, Computational and Applied Mathematics, Engineer’s Degree, Computational and Applied Mathematics at Ecole Centrale ParisMaster’s Degree, Machine Learning and Computer Vision, Master’s Degree, Machine Learning and Computer Vision at Ecole Normale Superieure de CachanDoctor of Philosophy - PhD, Computational Topology and Machine Learning, Doctor of Philosophy - PhD, Computational Topology and Machine Learning at Inria Saclay
English, French
Github Skills (22)
random-walk10
geometry10
python10
jupyter10
python-interface10
topology10
topological-data-analysis10
persistence10
binder10
jupyter-notebook10
c-library10
database10
machine-learning9
data-analysis9
clustering9
Programming languages (5)
Github contributions (5)
MathieuCarriere/gudhi
Oct 2020 - Dec 2022
The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
Contributions:120 commits, 188 pushes, 97 branches in 2 years 2 months
data-analysispythonunderstandingtdac-library
MathieuCarriere/tda-tutorials
Oct 2020 - Jan 2023
A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.
Contributions:19 commits, 105 pushes, 10 branches in 2 years 3 months
seabornpythondata-analysistdadata-science
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