Sébastien Naze-image

Sébastien Naze

Computational Neuroscientist at the Queensland Institute of Medical Research

Modeling brain-behavior associations in obsessive-compulsive disorder

about-me-image

About me

Computational neuroscience & machine learning engineer. In my spare time, I ride bicycles and walk slacklines.

  • Locations:Australia, United States, France
  • Age:35
  • Citizenship:French
  • Professional interests:Neuroscience & AI
  • PhD:Aix-Marseille University, 2015
  • Employments:IBM Research, QIMR Berghofer

Education

PhD in Computational Neuroscience

Aix-Marseille Université, Provence, France2015

Thesis "Multiscale Modeling of Epileptic Seizure Dynamics" under the supervision of Viktor Jirsa (theoretical physics) and Christophe Bernard (neurophysiology).

Expertise: dynamical systems theory, high performance computing, neuroscience.

MSc in Information Science

Vrije Universiteit, Amsterdam, The Netherlands2011

Master degree with specialization in data engineering, business intelligence and machine learning. Master thesis "Agent modeling of post-traumatic stress disorders" under supervision of Professor Jan Treur.

BSc in Computer Science

Heriot-Watt Universty, Edinburgh, Scotland2009

Bachelor Degree with specialization in software engineering & databases.

Work

Senior Researcher

Queensland Institute of Medical Research, Brisbane, Australia2021 - Present

Data engineering, analysis of multimodal dataset, and multiscale modeling of neurostimulation in obsessive-compulsive disorders.

Research Scientist

IBM Research, Melbourne, Australia2019 - 2021

- Design and implementation of an interface between brain modeling and machine learning algorithms in Python and C++.

- Parameter optimization using evolutionary algorithms. Integration of libraries into service architecture for cloud computing.

- Coordinated work accross four labs operating from multiple countries.

Post-doctoral Researcher

IBM Research, New York, United States2016 - 2019

- Delivered IBM Solutions in brain modeling to clients (CHDI, Pfizer) investigating Huntington’s disease phenotypes in-silico.

- Delivered quarterly reports with client presentations and ThinkLab demonstrations at client’s events.

- Developed software patches for IBM Neural Graph Simulator.

- Co-lead IBM team on joint collaborative research projects with Stanford University Department of Medical Neuroscience and University Health Network, Toronto.

Skills

Computing
High Performance Clusters
Parallel & Distributed Computing
Databases
Cloud
Data Analysis
Graph Signal Processing
Statistical Learning
Fourier & Wavelets
Neuroimaging
Programming Languages
Python
C/C++
Java
Modeling
Dynamical systems
Bayesian Optimization
Symbolic mathematics
Natural Languages
French
English
Spanish

Get in touch.

Contact me by email or drop a message here.

Github
sebnaze
© Copyright 2022-2023 Tim Baker & Sebastien Naze