Inspiration
My mother, a doctor, inspired this project. She often told me how patients forget or hide information about allergies or medications, which can cause serious complications. This app aims to fix that by giving doctors a clear, shared view of a patient’s complete history.
What it does
DOC'S DOXX helps doctors instantly access a patient’s past medical records, including appointments, notes, medications, and allergies. It uses AI to summarize the patient’s history for faster decisions, while patients can safely view their own information in a read-only portal.
How we built it
We built DOC's DOCX on Cloudflare Workers, D1, KV, and Workers AI for fast, serverless performance. The frontend runs on Cloudflare Pages (React + Vite), and we handle authentication ourselves. The AI summary is powered by Llama 3.1 through Workers AI.
Challenges we ran into:
Setting up authentication securely across doctor and patient roles. Handling CORS and cookies when running both frontend and backend locally. Designing an efficient database schema for shared medical records and summaries. Summarizing structured and unstructured data accurately with limited AI tokens.
Accomplishments that we’re proud of:
Built a working full-stack app in under 24hours. Achieved role-based access control with a simple UX. Successfully integrated Cloudflare’s AI and database stack. Created clean AI summaries that improve patient safety.
What we learned:
We learned how to build scalable serverless apps using Cloudflare’s ecosystem, how to structure multi-role access for sensitive data, and how to prompt AI models effectively for summarization.
What’s next for DOC's DOXX:
Expand into sharing Test reports so multiple tests can be avoided. Integrate OCR for scanned reports using Gemini. Add voice summaries for accessibility using ElevenLabs. Expand to hospital systems for multi-doctor access. Strengthen security and HIPAA compliance for production.
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