Hey DEV community 👋

I recently built and deployed a full-stack AI system that predicts medical specialties from clinical text using ClinicalBERT, and I wanted to share the full journey from training to deployment. This is part of my project under GradienNinja / Astrolabsoft.

Link https://astrolab-medical-ai.netlify.app/

🚀 What I Built

I built an AI system that:

Takes clinical notes as input

Predicts the most likely medical specialty

Returns top 3 predictions with confidence scores

Runs as a fully deployed web application

🧠 Example Input

Patient is a 62-year-old male with chest pain radiating to the left arm, shortness of breath, sweating, and nausea.…