graduation project at ISET Bizerte, carried out at Smartfuture over four months, focusing on designing an intelligent web platform for managing professional training and certifications. We used Angular 21, Spring Boot and MySQL, alongside AI solutions including DeepSeek, MediaPipe and LangChain. Key challenges included real-time anti-fraud integration, a hexagonal architecture, and deployment on a Hostinger VPS, managed through UML and Scrum. Keywords : UML, Scrum, Angular, Spring Boot, MySQL, PWA, DeepSeek, MediaPipe, LangChain, Stripe, WebSocket, Docker, Jira