At SUPMTI Oujda, I develop and maintain web platforms with Laravel, React.js, and MySQL, and create internal tools that digitize and automate administrative and academic processes. I also support the institution’s IT infrastructure and mentor students and interns in technical projects.
For my Smart-Expertise AI final-year engineering project, I developed an automotive damage assessment platform using computer vision. I trained and evaluated a YOLOv8n model on 21,000 annotated images, achieving 92% mAP@50, and integrated it into a web application with an AI inference API.
I’ve also developed information systems and school-management and e-commerce platforms, and created automation workflows using Python, JavaScript, APIs, and webhooks. My work spans development, testing, deployment, IT support, and systems administration.

