A real clinical decision-support system that accepts patient vitals, a chest X-ray image, and a free-text symptom complaint. It predicts disease risk (ML), classifies the X-ray (DL), extracts urgency from text (NLP), generates a doctor-readable summary (LLM), and automatically routes a referral email to the relevant specialist — all displayed on a live Gradio dashboard running on Google Colab.