Ahmed Nour Belkziz

• • Development of back-end and front-end of an application service, with integration of a Deep Learning model (generative AI): complete pipeline and exposure via API.

• • Docker containerization, CI/CD and monitoring setup; cloud / on-premise deployment.

• • Performance optimization (response time ~5 s) and collaboration with product teams (business needs, ROI).

• • Design of REST endpoints, implementation of tests and technical documentation.

• • Development of a phishing detection application (back-end and React interface) and its Gmail / Outlook integrations.

• • Integration of an NLP / Deep Learning analysis engine at the core of the application: 95% accuracy.

• • API design (FastAPI) and software architecture; technical lead role (technical choices, code quality).

• • Development of a recommendation system (back-end and front-end) integrating multi-source geolocation data and APIs.

• • NLP integration for personalization of cultural journeys; user-oriented architecture.