Reda Graoui

- Improving vehicle manufacturing scheduling processes through intelligent automation and AI integration. - Applying machine learning classification models such as XGBoost and Random Forest. - Developing the production process software platform (manufacturing workflow / process tracking). - Writing functional specifications, developing internal tools, interacting with end users, project monitoring, and documentation. - Technologies: Python, Django, C++, MariaDB.

- Programming of various reinforcement learning algorithms on systems. The algorithms studied include TD3, DDPG, and SAC. - Design of a robot navigating a grid-based environment, kept intentionally "simple." - A ball-on-plate balance system: The system was first simulated and then the controller was applied to the real system. - Programming using Python and Matlab, along with system control. - Developping a neural networks, which are nonlinear functions, to approximate a wide range of nonlinear functions from given samples (PowerBI).

Développement d’un chatbot applicatif dans le domaine d’Equity Management Analyse des risques et développement du CdC pour le projet. Utilisation de l’IA dans la prédiction de la demande client dans la chaine d’Equity management. Evaluation de la performance des modèles conçus par rapport à la précision au niveau des prédictions obtenus. Création d’un tableau de bord pour piloter la performance du projet.