Projet de Fin d’Études at OCP

Led a final year project focused on drought prediction in Morocco using LSTM and GRU deep learning models. Managed dataset constitution and preprocessing for 12 regions using Google Earth Engine, developed and trained neural network models, evaluated their performance using MSE and MAE metrics, and visualized the results. Utilized Python libraries including Keras, TensorFlow, and Pandas.

Stagiaire (Final Year Internship) at FEV Casablanca

Developed a web application for car stock management. Responsibilities included writing detailed functional and technical specifications, developing car management modules, performing unit and integration tests to ensure system reliability, and creating user documentation.

Stagiaire au sein du service informatique at SABCA

Designed and developed a web application for human resource management. Authored detailed functional specifications, developed application screens, conducted unit and functional integration testing to confirm system performance.

Stage d'observation at Marsa Maroc, Casablanca

Observed and learned about feature creation processes and application implementation in a corporate IT environment.

Stage Développement Fullstack at COSUMAR Group

Stage de développement d'une application web de gestion des stocks de véhicules. Rédaction des spécifications fonctionnelles et techniques. Développement des modules de gestion des véhicules et des tests unitaires et d’intégration. Veille à la fiabilité du système. Outils: Spring Boot, React, MySQL.

Stage au sein du service informatique at SABCAD

Stage au service informatique: développement d'une application web de gestion des ressources humaines. Rédaction des documents de conception fonctionnelle détaillée et développement des différentes interfaces et tests unitaires.