TimAlpha
Team consisting of a Hilti Asia IT Services Data Engineer intern (Python/SQL/Pandas, RPA/Laravel), a Multimedia University postgrad AI researcher (GANs), and CS students in AutoML, cybersecurity.
YouTube Video
Project Description
Imagine this: Uncle Tan, 68 years old, has some health issues. But what’s worse than his body condition is the uncertainty of going to the hospital.
Which department should he go to? Which doctor should he choose? How far is the hospital? How to navigate inside the hospital? And even after he arrives… how long will he have to wait in the queue?These unknowns make him anxious. So maybe that’s why many elderly say: “Ahh… I’m all good lah, no need go hospital. Go hospital for what?”
Introducing Medigo:
We bring clarity and certainty to your hospital journey. Think of it as a personal assistant in your pocket that:
- Helps you understand your symptoms.
- Guides you to the correct department and doctor.
- Shows you the nearest hospitals with travel distance.
- Navigates you to the correct department with ease.
- Gives you the live queue status so you know exactly how long you’ll need to wait.
Now, Uncle Tan doesn’t just know where to go — he also knows how to get there and what to expect when he arrives.
Demo Steps
With Medigo’s voice assistant and checkpoint-based hospital navigation + queueing system, Uncle Tan:
- Uses the Medigo Voice Assistant to describe his symptoms.
- Gets matched to the correct hospital, department, and doctor.
- Navigates effortlessly to the correct department using NFC checkpoints.
- Checks the real-time queue length before even arriving.
Now he can plan his time, and even yumcha with Aunty Mei Lian downstairs while waiting 😎.
No more uncertainty, no more hesitation. Uncle Tan can confidently visit the hospital anytime.
Key Technical Parts
- Next.js – Fast time-to-market and smooth mass adoption.
- ElevenLabs – Natural, human-like voice assistant experience.
- n8n – Backend automation to reduce development costs and speed up product releases.
- Groq – LLM APIs (GPT OSS 20B) to power intelligent symptom understanding.
- NFC Checkpoints – Indoor navigation for large hospital complexes.
- Vercel – Scalable and fast frontend hosting.
Scalability for future
- Medigo is built with a modular architecture, making it easy to expand:
- More Hospitals – Easily onboard new hospitals with different layouts and queue systems.
- API Integrations – Connect with hospital EHRs for appointment booking and patient history retrieval.
- AI Symptom Checker Expansion – Add specialty-specific symptom models for more precise recommendations.
In Short:
Medigo removes the fear of the unknown from hospital visits. We give patients especially the elderly: the clarity, confidence, and control they need to access healthcare with ease.