Saad-eddine EL HIMEUR

– Durant mon stage chez SBS, j'ai développé un outil d'aide à la décision basé sur l'IA pour le traitement des dépassements bancaires. – Le projet a impliqué l'analyse et le nettoyage de données complexes (JSON imbriqués, données déséquilibrées) ainsi que la mise en place de modèles de Machine Learning (Random Forest, XGBoost, CatBoost). – Après comparaison, CatBoost a été retenu comme modèle optimal et déployé via une API REST (FastAPI). – J'ai également conçu une interface web ergonomique (React + Tailwind CSS). – Ce projet a renforcé mes compétences en Data Science, IA et développement Full-Stack. – Il offre une solution concrète pour améliorer la rapidité, la fiabilité et la cohérence des décisions bancaires.

– This application automates the extraction of information from business cards and invoices using Optical Character Recognition (OCR) technology, thereby minimizing the need for manual data entry.

– During my internship, I was involved in the "Obeya" project, which focused on developing a comprehensive dashboard that consolidates data and kpis from various sources sush as Gitlab for managing projects and sonar for mesuring code's quality, in order to provide supervisors with a unified platform to monitor team progress. – In this role, I worked on both the backend using Spring Boot and the frontend using React, collaborating closely with a team that included another developer, a Scrum Master, and a Tech Lead. – This internship allowed me to gain expertise in modern technologies like Spring Boot and React JS and introduced me to Agile methodologies, particularly Scrum. – In summary, my time on the Obeya project provided me with hands-on experience with new technologies, exposure to Agile methodologies, and the opportunity to collaborate effectively within a skilled team, contributing to my professional growth in software development.

– During my school internship, I collaborated with two fellow students to develop a website for a primary school. – We harnessed the power of Python Django for the technical aspects (Back-End) and employed Bootstrap for the Front-End. – Our aim was to create a user-friendly platform to benefit the school community by showcasing subject-specific videos and facilitating the tracking of student performance. – Throughout the project, our teachers provided invaluable guidance and support. – This experience provided us with significant insights into website development, emphasizing its value for both teachers and students. – It was akin to utilizing a specialized tool, Python Django, to construct a highly useful resource for the primary school. – In summary, our school internship was an enriching learning journey, during which we utilized Python Django and Bootstrap to craft a website that enhances the school experience. – Additionally, we incorporated UML (Unified Modeling Language) to design and visualize our project's architecture effectively.

– During my recent internship, I had the opportunity to collaborate on a sophisticated web application focused on market management. – The technology stack utilized in this project involved C# and Bootstrap5. – My primary responsibilities entailed working in the front-end section of the application, where I effectively executed a range of modifications and enhancements to meet the expectations set forth by my supervisor.