David Loiseaux
Postdoc at Berkeley Lab
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolDavid Loiseaux is a postdoctoral researcher and applied mathematician specializing in multiparameter topological persistence and its applications to machine learning, with nine years of experience spanning academia and research labs. He completed a PhD at Université Côte d'Azur after advanced mathematics training at École Normale Supérieure de Rennes and Université Paris-Saclay, and holds the French agrégation in mathematics. His work bridges topology, geometry, and probabilistic/statistical foundations to develop tools that make topological descriptors usable in ML pipelines, and he has held visiting and teaching positions including Columbia and Berkeley Lab. Based in Berkeley, he combines deep theoretical rigor with practical teaching experience (Math for AI) and a track record of cross-institutional collaboration across Inria, École Polytechnique, and French universities. An understated strength is his ability to translate abstract TDA concepts into reproducible methods for ML, informed by both research internships and extended postdoctoral roles.
8 years of coding experience
Master 2 (M2), Mathématiques, Master 2 (M2), Mathématiques at Université de Rennes IPhD, Computer Science, PhD, Computer Science at Université Côte d'AzurMaster 2 (M2), Mathématiques, Master 2 (M2), Mathématiques at Université Paris-SaclayMaster 2 (M2), Mathématiques, Master 2 (M2), Mathématiques at École normale supérieure de Rennes
French, English, breton, Spanish, German, Italian
Github Skills (104)
trello10
python10
forge10
topological-data-analysis10
fan-control10
launcher10
markdown10
application-launcher10
clojure10
knowledge-management10
knowledge-graph10
pygobject10
geometry10
tracer10
python-interface10
Programming languages (9)
Github contributions (5)
DavidLapous/DellG5SE-Fan-Linux
Feb 2021 - Jul 2022
The Dell G5SE-5505 laptop isn't working with usual fan managers, this script is a basic alternative
Contributions:10 releases, 68 commits, 1 PR in 1 year 5 months
linuxmintmanagersxfcelinuxamdgpu
DavidLapous/multipers
Dec 2021 - Feb 2023
Python library for multipersistence
Contributions:21 releases, 36 reviews, 25 commits in 1 year 1 month
cppcythonicml-2024multiparameter-persistenceneurips-2023
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.