Lingo Bridge AI - Medical Report Translator + AI Health Assistant

A GenAI-powered healthcare accessibility tool designed for Telugu-speaking patients. It converts complex English medical reports into simple Telugu and provides intelligent alerts.

Problem Solved: Rural patients in AP/Telangana struggle to understand English medical reports. Critical diagnoses are often missed due to language barriers.

Key Features I Built:

1. Report Translation: Uses Prompt Engineering + LLM to translate medical reports (Blood tests, X-Ray, MRI summaries) from English to simple, non-technical Telugu.
2. Critical Alert System: If a severe condition is detected (e.g., keywords related to critical illness), the system automatically triggers an alert workflow to contact registered family members via API (SMS/WhatsApp integration ready).
3. AI Health Suggestions: Provides general wellness suggestions, diet precautions, and next-step guidance based on the report (with clear disclaimer: for information only, not a medical diagnosis).
4. Data Pipeline: Built an ETL pipeline in Python (pandas, regex) to extract text from messy PDFs/scanned reports, clean it, and store in PostgreSQL.

Tech Stack: Python, Prompt Engineering, LLMs, Regex, ETL, SQLite/PostgreSQL, API Integration (Twilio/WhatsApp), Data Validation

Disclaimer: This is a support tool, not a replacement for a doctor’s advice.

Impact: Makes healthcare reports understandable for 80M+ Telugu speakers and ensures families are informed during emergencies.