A telegram bot that aggregates and personalizes news posts from channels using ML recommendations with vector embeddings, built as a microservices platform with Docker Compose.

A web-based platform for interactive university lectures where students connect via QR code to ask questions, take quizzes, and provide real-time feedback through their devices. Teachers can moderate content, view analytics, and engage with students instantly during live sessions.