HealthcareAI
AI-assisted healthcare platform
Features a RAG-based MediBot, NLP symptom analysis, and XGBoost disease prediction within a unified patient-doctor ecosystem.
Problem
Patients needed an accessible entry point to evaluate their symptoms and immediately route them to appropriate medical professionals within the same platform.
Approach
Integrated a separate ML prediction microservice (XGBoost/NLP) with a main Node.js backend. Provided a symptom-search module and RAG-based MediBot.
What shipped
- Decoupled the ML inference engine from the core API, preventing long-running predictions from blocking standard web requests.
- Structured fast and typo-forgiving symptom search capabilities.
- Managed complex patient booking flow state management.
Stack
React
Node.js
MongoDB
Redis