**MindWatchAI** is an AI-powered mental health risk detection platform built for Hacknovate 7.0 at ABES Institute of Technology. It analyzes conversations, emotions, and behavior patterns using machine learning to detect early signs of stress, depression, or suicide risk, helping counselors enable timely mental health support.