Inspiration
Healthcare accessibility is a challenge in Pakistan, where many people lack immediate access to doctors. We wanted to build a solution that uses AI to provide instant medical guidance, symptom analysis, and local hospital/medicine information.
What we learned
- Integrating AI (Google Gemini) with medical context
- Building a responsive and accessible frontend with HTML/CSS/JS
- Handling medical data specific to Pakistan
- Deploying Flask apps with database integration
How we built it
We developed a Flask backend with AI integration and a modern HTML/CSS/JS frontend. A SQLite database stores user history, and APIs serve hospital and medicine data. The system is optimized for accessibility, responsiveness, and real-time interaction.
Challenges we faced
- Ensuring accurate AI-powered medical guidance with disclaimers
- Handling Pakistan-specific hospital and medicine datasets
- Making the frontend accessible and mobile-friendly
- Managing API key security for production deployment
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