QDoc Smart Vaccine

Inspiration

People miss vaccines because eligibility rules and booster timing are hard to track. Clinics also spend too much time doing manual checks.

What it does

QDoc Smart Vaccine:

• Takes patient profile + vaccine history
• Applies rule-based eligibility logic
• Classifies vaccines as Overdue / Due Soon / Up to Date / Not Eligible
• Shows a clear timeline
• Simulates reminders (email/SMS/in-app)
• Includes an Encyclopedia page for vaccine details

How we built it

• Frontend: React + Vite
  
• Backend: FastAPI
  
• Rule Engine: deterministic Python logic
  
• Storage: lightweight pandas/CSV store

Challenges we ran into

• Converting policy-style guidance into clean rules
• Handling edge cases and boundaries
• Keeping outputs both accurate and easy to understand

Accomplishments that we're proud of

• End-to-end flow from intake to reminder
• Explainable status reasons per vaccine
• Clear timeline and action-oriented dashboard
• Rule engine backed by tests

What we learned

• Explainability matters as much as correctness in healthcare
• Rule-based systems work well for policy-driven decisions
• UX clarity is critical for adoption

What's next for QDoc Smart Vaccine

• Expand and refine vaccine rule coverage
• Add admin tools for rule management
• Improve reminder scheduling and channel integrations
• Add more clinic-focused reporting/workflows

Built With

• javascript
• pandas
• python
• react
• vite