I’ve always loved hackathons, and if you’ve seen my homepage, you probably noticed that. So when I came across this one, I got super excited! I had an idea right away and quickly pulled a team together. The funny part? We found out about the competition a whole week late—so we had to move fast and make every hour count.

Now let’s talk about where the idea came from. A friend of mine works in pharmaceutical consulting, and he once told me about a project involving rare disease prescription drugs. What really stuck with me was how painful and complex the early diagnosis journey can be for patients. It instantly made me think: this is exactly the kind of challenge where an AI Agent—maybe even multi-Agent—could really make a difference.

project timeline management and topic selection brainstorm

“30% Affected Children never reach their 5th birthday”

Beside are the figures that we showed in our MVP development story, they are real, scary and make us motivated.

Today, professional tools for rare disease identification are scarce.
Patients’ symptom descriptions are fragmented,
and access to specialized medical care is uneven.

We believe this is not just a medical challenge —but a test of humanity.
This is the reason that we got motivated to created the ‘Rare Disease Diagnostic Assistant.

Solution Storyboarding

Scenario 1: In the patient-side, the product offer natural language understanding, multi-modality input, preliminary diagnosis and hospital recommendation.

Scenario 2: On the physician’s side, the agent organizes the conversation summary and uploaded medical images — presenting structured insights that highlight key symptoms, possible conditions, and critical findings.

Prototypes

User End

Doctor’s side

“When there were only five days left before the submission deadline, our two developers left because of personal reason with 0 coding docs.“ 🥹

“I made a bold decision that I will try to develop this project myself with AI-tooling“ ✊🏻

Sleep? Optional. Execution? Mandatory. 💻

You can check it out on my personal Github repository on Hackathon submission page 😎

Next
Next

AI-Drivened HMI Accessibility Design