π‘ Inspiration
Local clinics and hospitals devote almost 50% of resources and several hours daily to data management.
π₯ What it does
Our project reduces management time to just seconds by AI transcribing clinical codes.
π οΈ How we built it
- Integrated Gemini AI in ReactJS front-end
- Saved patient/doctor data via MySQL
- Flask/Python for the backend
π§ββοΈ Challenges we ran into
- MySQL database was tedious to set up
- Had to format several sections for each medical record
π Accomplishments that we're proud of
- Transcribed records into clinical code using only ChatGPT
- Instantly present readable clinical notes to patient
- Figured out MySQL in 6 hours
π What we learned
- Choose a tech stack that works on everyone's machines before starting
- Stick to one goal before fusing goals within a 24 hour span
- If software setup takes too much time, try alternate stacks
π What's next for NagaGuard
- Integrate AI medical assistant for on-demand patient side
- Partner with clinics and hospitals to expedite clinical coding process



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