Simone Azeglio
Ph.D. Candidate
Paris, Ile-de-France
Summary
🤩
Rockstar🎓
Top SchoolSimone Azeglio is a Ph.D. candidate in Computational Neuroscience based in Paris, combining nine years of interdisciplinary research experience across institutions like Institut de la Vision, Institut Pasteur, CERN and the Flatiron Center for Computational Neuroscience. He investigates representation learning with a focus on the geometric and symmetry principles that yield invariant, stable low-dimensional neural representations, bridging theoretical physics methods and experimental neuroscience. His work spans building brain-inspired deep CNNs to predict neural activity, engineering biologically grounded architectures for auditory and visual systems, and exploring micro-to-macro transitions in complex biological intelligence. Co-founder of the open research Machine Learning Journal Club and a top-rated Upwork ML consultant, he couples academic rigor with open-source mentorship and applied projects. Simone’s background in nonlinear dynamics and hands-on experiments—from single-photon optics to animal tracking—gives him an uncommon blend of theoretical insight and experimental craftsmanship.
8 years of coding experience
5 years of employment as a software developer
InnoVentureLab | Pre-accelerator Program, InnoVentureLab | Pre-accelerator Program at Politecnico di TorinoHigh School Diploma, High School Diploma at Liceo del Cossatese e VallestronaEastern European Machine Learning Summer School, Eastern European Machine Learning Summer School at EEMLRegularization Methods for Machine Learning 2021 Artificial Intelligence, Regularization Methods for Machine Learning 2021 Artificial Intelligence at Università degli Studi di GenovaMaster of Science Physics of Complex Systems, Master of Science Physics of Complex Systems at Università degli Studi di TorinoSpring School Neuroscience, Spring School Neuroscience at g.tecDeep Learning, Deep Learning at Neuromatch Academy: Deep LearningDoctor of Philosophy - PhD Computational Neuroscience, Doctor of Philosophy - PhD Computational Neuroscience at Sorbonne UniversitéDoctor of Philosophy - PhD Computational Neuroscience, Doctor of Philosophy - PhD Computational Neuroscience at Ecole normale supérieurePersonalized Multi-Scale Brain Simulation Computational Neur, Personalized Multi-Scale Brain Simulation Computational Neur at Bernstein Center for Computational Neuroscience BerlinSummer School Machine Learning, Summer School Machine Learning at Mediterranean Machine Learning Summer School Data Science Summer School Data Science, Data Science Summer School Data Science at Ukrainian Catholic UniversitySummer School Eight Summer School of the Centre of Neural Dynamics (SSCND8), Summer School Eight Summer School of the Centre of Neural Dynamics (SSCND8) at University of OttawaInnoVentureLab | Pre-accelerator Program, InnoVentureLab | Pre-accelerator Program at Politecnico di Milano
English, Italian, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (72)
parallel10
symmetry10
representations10
statistics10
geometry10
mathematics10
neuroscience10
physics10
mojo10
visualization10
topology10
gaussian10
stochastic-processes9
python9
interpreter9
Programming languages (5)
Github contributions (5)
MachineLearningJournalClub/GAMELEON
Sep 2020 - Oct 2021
Pretty GAMELEON : Pretty General Agent-based Model (for) Epidemiological (and) Logistical Enquiries On Networks
Contributions:254 commits, 2 PRs, 193 pushes in 1 year
multi-agent-systemsmodel-basedagent-basedagentagent-based-model
MachineLearningJournalClub/LearningNLP
Mar 2021 - Oct 2021
Contributions:121 commits, 114 pushes in 7 months
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