SmartCity est un projet open-source conçu pour centraliser, traiter et visualiser les données publiques et environnementales de Clermont-Ferrand. L’objectif est de fournir une plateforme interactive permettant aux citoyens et décideurs de suivre la qualité de l’air, la météo, la mobilité et l’énergie, et d’explorer des corrélations entre ces données pour une meilleure compréhension de la ville.

SRAXC (Self-Reflective AI eXpert Chatbot) est une application web que j'ai conçue pour permettre aux recruteurs et aux entreprises de découvrir mon profil de manière interactive et dynamique. Au lieu de simplement lire mon portfolio, vous pouvez lui poser directement des questions sur mes compétences, mes projets, mon parcours professionnel et même mes loisirs.

Développement d'une application web multilingue (EN/FR) de résumé de texte utilisant les Large Language Models (LLMs) tels que BART et T5, avec une interface interactive Gradio déployée sur Hugging Face Spaces

Design and autonomous deployment of a monitoring system for the energy trends (accumulated, generated, consumed) of the Stockholm metro (Sweden), including budget prediction and report automation.

Production of automated studies and reports (XLSX, PDF) on operational and event data for mobility and infrastructure in the United Kingdom, supporting strategic decision-making.

Automated reporting of train/metro events (PoC Tableau/Kibana): a solution adopted internationally.

Comparative analysis of the reading/writing performance (time and size) of CSV, Feather, Parquet, and Pickle formats.

Interactive application for predicting handwritten digits from a drawing interface, trained on MNIST with a CNN model.

Design and development of a Python library (alstompy) within a team of 5 people to interact with the data from Alstom's HealthHub predictive maintenance platform, improving access to and analysis of railway data.

Series of interactive Power BI dashboards to analyze content from Netflix, Prime Video, and Disney+, with a global comparative view.

Modelling emissions and forecasting pollutant and odour concentrations in urban and industrial environments.

Advanced analysis and cross-validation of weather models using external and internal data.

Interactive Power BI dashboard to explore the most streamed songs of 2023 on Spotify: genres, artists, duration, popularity.

Real-time detection system for wearing face masks, based on deep learning techniques.

Interactive chatbot using an LSTM model to understand and respond to natural language requests.

Modelling an automatic scoring system for bank loans based on real client data from a competition.

Automatic classification of financial transactions to distinguish fraudulent transactions from legitimate ones.

Development of a web platform inspired by Twitter with account management, message posting, and REST API.

Project to classify insured individuals using scoring algorithms and machine learning models.

Sokoban-style puzzle game set in a space environment, developed in C++ with a Qt interface and a modular object-oriented architecture.

Graphical simulator in Python for the problem of fire spreading on a graph, based on a NP-complete combinatorial algorithm.