プロフィール詳細

プロジェクトを作成

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Dr. Lucas A.に依頼

France

Data scientist and neuroscience researcher

プロフィール概要

In my last career as a Data scientist at NETRI in Lyon, I have developed a fully automated software which contains the state-of-the-art data analytics metrics and visualizations packages in domain of network neuroscience and spike/burst detection which allows the clients from pharmaceutic to upload the neurophysiological datasets and gain insights on the influence of particular drugs on the neural networks reconfiguration patterns. The software is based on the microservice architecture and semi-supervised which interacts with the user to modify the parameters. I have obtained my PhD in Computational Neuroscience with honors at the Aix-Marseille University where I was engaged in several Data Science and Development projects in neuroscience consortium, mainly the Human Brain Project. My main responsibility was empirical data analysis (Network science approach), the neuroal field modeling of brain’s activity (fMRI signal simulation), and finally using Machine Learning algorithms to assess the performance and quality of simulation in compare with results (with focus on Alzheimer’s Disease) obtained from empirical datasets.

専門分野

• ★ Machine Learning
• ★ Statistics
• ★ Python
• ☆ Computational Neuroscience
• ☆ Data Analysis
• ☆ Data Visualization
• ☆ Applied Statistics
• ☆ Matlab
• ☆ Excel
• ☆ Tableau
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research User Research, Gap Analysis, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Formulation, Product Validation, Prototyping

職務経験

Data Scientist

Netri

12月 2021 - 9月 2022

Post Docotral Research Associate

Aix-Marseille Université

1月 2021 - 11月 2021

学歴

PhD | Neuroscience

Université de la Méditerranée (Aix Marseille II) - France

3月 2017 - 12月 2020

認定資格

• 認定資格の詳細は未入力です。