πŸ’»

Skills & Projects

Technical Expertise & Innovation

πŸ“‹ Skills Level Scale

Technical skill levels are evaluated based on practical experience and complexity of completed projects:

Expert

5+ years of experience, advanced research projects, innovation and community contribution

Advanced

2-5 years of experience, complex professional projects, deep mastery

Intermediate

1-2 years of experience, academic/personal projects, good understanding

Beginner

Less than 1 year, recent learning, basic knowledge

⌨️ Programming Languages

Python

Advanced

Main language for ML and DL, data science and web development

C++

Intermediate

Code optimization and climate simulation

Java

Intermediate

Object-oriented development and enterprise applications

R

Intermediate

Statistical analysis and data science

Fortran

Beginner

Legacy code and scientific simulations

πŸ€– ML/DL Frameworks

TensorFlow

Advanced

Deep learning and neural networks

PyTorch

Advanced

Deep learning research and prototyping

Scikit-learn

Advanced

Classical machine learning and preprocessing

XGBoost

Advanced

Gradient boosting for time series and prediction

πŸ“Š Data Science Tools

Jupyter

Advanced

Interactive development and prototyping

Pandas

Advanced

Data manipulation and analysis

NumPy

Advanced

Numerical computing and linear algebra

Matplotlib

Advanced

Static data visualization

Seaborn

Advanced

Statistical visualization

Plotly

Intermediate

Interactive visualizations

πŸ—„οΈ Databases

MySQL

Intermediate

Relational database

Cassandra

Advanced

NoSQL for big data and IoT

πŸ› οΈ DevOps & Tools

Docker

Intermediate

Containerization and deployment

Git

Advanced

Version control and collaboration

⚑ Expertise Domains

Supervised Machine Learning

Advanced

Classification, regression, optimization

Time Series Analysis

Advanced

Time analysis techniques, trend and seasonality detection

PhD Student in AI & Energy Forecasting

Advanced

Energy consumption and production prediction in business context

Energy Communities & Sustainability

Advanced

Distribution keys, community optimization

Energy Optimization

Advanced

Production vs consumption, smart grids

🌍 Languages

French

Native

Mother tongue

English

C1

Professional and academic

Dutch

B1

Conversational

πŸš€ Featured Projects

Data parser for Renewgy company

Python Big Data Analytics & Processing

Data collection via smart meters with Raspberry Pi and Cassandra

Python IoT Cassandra Raspberry Pi

Energy consumption and production prediction

Python TensorFlow Time Series

Web interface for energy communities

Django Web Development Data Visualization

Research on electrical data disaggregation (abandoned due to funding issues)

Python Machine Learning Big Data Analytics & Processing

Cassandra database for the Voisins d'Γ‰nergie project

Cassandra Database Design Energy Data

Conversion of a Fortran climate model to Python and C++ (procedural and object-oriented)

Python C++ Fortran Climate Modeling

Smart waste bins with automatic waste classification using AI

Python Computer Vision Raspberry Pi IoT