AI-Powered Healthcare Symptom Analysis API
PinsoutHealthcare Technology (Healthtech)Project Objectives:
Create an API that accepts patient symptoms and returns AI-generated preliminary diagnoses and suggested specialist doctors.
Project Tasks:
Design database for patients, symptoms, doctors, and appointments.
Develop API endpoints for symptom submission and diagnosis retrieval.
Preprocess medical datasets for AI modeling.
Train ML model for symptom-disease prediction.
Integrate AI model with API endpoints.
Test endpoints with sample data.
Add authentication, logging, and error handling.
Deploy API for scalable access.
Document endpoints, request/response structure, and AI workflow.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Backend Api DevelopmentMachine Learning For ClassificationMedical Data Preprocessing & Nlp (If Text-Based Symptoms)Database Design & Healthcare Data SecurityModel Deployment & Scalability
