Anais Guille
Data Scientist
🎓 Education
- Data Scientist Diploma (Level 7 – RNCP) – OpenClassrooms (2024)
- Master’s Degree in Neuroscience – Neuroschool, Faculty of Sciences, Aix-Marseille University (2023)
- Bachelor’s Degree in Life Sciences – Faculty of Sciences, Aix-Marseille University (2021)
🔧 Skills
Neuroscience
Comprehensive understanding of neuroscience, from molecules to cognitive functions, including neurons, neural networks, their development, and major integrated brain functions.
Data Science
Languages: Python, SQL, HTML
Development Environments: Anaconda, Jupyter, Visual Studio, PyCharm, EEGLab
Tools & Frameworks: Pandas, NumPy, Scikit-learn, TensorFlow, Keras, PyTorch, Streamlit, Flask, GitHub Actions
Cloud Computing: Azure, AWS
👩🔬 Experience
- Data Analyst - Airbus Helicopters
Airbus Helicopters, Marignane - October 2024 to Present (Subcontractor Randstad Digital)
- Analyzing data related to export control compliance and regulations
- Supporting teams in ensuring compliance of data within their tools and systems
- Creating and maintaining dashboards and reports to support decision-making
- Internship – Cognitive and Sensory Rehabilitation Team (Caroline Chambon & Myriam Cayre)
Cognitive Neuroscience Laboratory, Marseille – January 2023 to September 2023
Research Subject : Effect of age on brain activity and cognitive engagement during a working memory task
- Internship – Language Team (Isabelle Dautriche)
Cognitive Psychology Laboratory, Marseille – June 2022
Research Subject : Investigating compositionality in the absence of language: the case of negation
View poster - Internship – Neural Plasticity and Neurodegeneration Team (Eric Di Pasquale)
Institute of Neurophysiopathology, Marseille – May 2022
Research Subject : Amyloid plaques – cause or consequence of Alzheimer’s disease?
View presentation
📊 Projects
Alzheimer's Disease Prediction
Development of a model for predicting Alzheimer's disease.
View on GitHub
Automatic Classification of Consumer Goods
Development of a machine learning model to automatically classify consumer products into categories based on their description and image.
View on GitHub
Implementation of a Scoring Model
Design and deployment of a scoring model to assess credit risk, with production of an API and creation of a test interface.
View on GitHub
Creation of a Dashboard and Technical Monitoring
Creation of an interactive dashboard to visualize a company's key performance indicators, accompanied by technical monitoring in data science.
View on GitHub
Big Data Processing in a Cloud Environment
Processing large amounts of data on a cloud platform using big data tools to ingest, process, and analyze massive datasets.
View on GitHub
AI Project Management
Building and executing the product vision for a mobile app, including project management, team sizing, and risk assessment.
View on GitHub