ReayahMed is a telehealth platform in Algeria, revolutionizing patient access to healthcare services. It integrates features that enhance patient-doctor interactions, streamline administrative tasks, and prioritize patient well-being.
Smart-City-Backend is a powerful backend solution built with Django to manage smart systems for accommodations like hotels and auberges. It integrates an AI-powered recommendation system using Optuna to provide personalized packages based on user preferences.
This project aims to develop an intelligent system capable of processing mixed Arabic–English text using modern Natural Language Processing techniques. The system detects the language of each segment within a mixed-language sentence, translates non-target segments using neural machine translation models (such as MarianMT), and finally enhances the structure and readability of the output sentence. The project includes an interactive Streamlit interface that allows users to enter text, select the translation direction, and view results instantly.