MediBuddyAI
A healthcare workflow we shipped in two days for AAIMS25 Healthcare Reimagined: a prescription scheduler for doctors, a voice follow-up agent that calls patients, and a summary generator for the review that follows.
The project
Team Vertica built MediBuddyAI at the AAIMS25 AI Code Fest, a two-day healthcare hackathon at the Asia School of Business. The brief was a working prototype that reimagined a real friction in Malaysian healthcare. We took 1st place, then stood with the trophy at the ASEAN AI Malaysia Summit three days later.
The product is three connected pieces. Doctors plan a treatment schedule. A voice agent calls the patient and records the response. A summary brings the useful part back to the doctor.
Prescription Scheduler
Helps doctors plan treatment schedules. The doctor dashboard walks through selecting a patient, adding prescriptions, and generating the schedule.
Follow-up Agent
Calls patients and records their responses. LiveKit is the voice agent. Patients see their medication and appointment schedule in their own dashboard.
Summary Generator
Extracts insights from those interactions so doctors can review them without reading through every note.
The product
How it was built
React on the frontend and Next.js on the backend, deployed on Vercel.
Groq for the models behind scheduling, follow-up, and the summary.
LiveKit for the voice agent that calls patients.
Supabase for the database.
My part was full-stack: the backend APIs, the frontend UI, and the LLM integration that powered the demo.
“Max was the PIC for our backend APIs and some of the agentic tool-calling part of our final product.”
The room
AAIMS25 ran 9–10 August 2025 at the Asia School of Business, with 217 applications. Partners included the National AI Office, the Ministry of Health, the Ministry of Digital, AI Tinkerers Kuala Lumpur, and Groq. The prize pool was more than RM 20,000. Winners presented at the ASEAN AI Malaysia Summit.
Build at Asia School of Business. Trophy at Ignite Arena, Malaysia International Trade and Exhibition Centre, 13 August 2025.
Team Vertica: Ley Kwan C., Tan Ze Han Dylan (UPM), Shuang Yin Ng, and Tan Wan Yin.
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