Medic.AI

Inspiration 🌈 A lack of approach in healthcare '. Often we face the issue that we are unable to visit a doctor immediately and need a preliminary diagnosis

That is way too high in our team's opinion.

At Medic.ai, our inspiration is simple yet powerful : ensuring everyone getsthe benefits of primary health care 🤗

What It Does 🌌 Often we face the issue that we are unable to visit a doctor immediately and need a preliminary diagnosis for which we have built a disease prediction model. Initially, the model will not be too strong since we will be using a publicly available dataset. To strengthen the model we use Federated Learning. We have a reward-based system where hospitals supply real datasets and can train the model on their own and get the trained model as NFT. It solves the problem of maintaining the patients' anonymity and ensuring authentic models only reach the central server using blockchain🔗

📱🌐 How We Built It 🛠️ We built Medic.ai with a combination of cutting-edge technologies:

Verbwire API: Utilized for minting NFTs in real-time. 🖼️ Flow Blockchain: Integrated to enable transactions. 🗣️ OpenAI Language Models (LLMs): Utilized OpenAI's language models for understanding and responding to users. 🤖 Beautiful Soup: Used for web scraping to gather information. 🕸️

Challenges We Ran Into 🚧 One of the biggest challenges we faced was running the Python-based machine learning model on a browser and then we came up with a solution of building a desktop downloadable application where the machine learning model runs locally.

What We Learned 📚 First, working with Flow and Starknet for the first time was a significant learning experience for us, and it has enriched our understanding of blockchain technology. 🤓

In addition, integrating the frontend and backend proved to be quite the challenge. We were able to do so, but it took many hours. Thankfully, we were able to do so just in time for the hackathon submission deadline. 🕰️

Finally, we really love working with the new OpenAI Assistants and function calling APIs - we were able to streamline processes that would otherwise be incredibly complicated. 🤖

What's Next For Medic.ai 🚀 The journey has just begun! We envision Medic.ai becoming a global symbol of digital health care. We'll continue to enhance its capabilities, expand its l features, and explore new horizons in technology and health. 🌍💖

Join us on this exciting journey to redefine health care with Medic.ai! 💡