CareQueue
Because Every Patient Deserves Timely Care
The problem CareQueue solves
The Problem It Solves
Healthcare systems often face long waiting times, inefficient scheduling, and poor patient-provider communication. Patients frequently spend hours in queues, while hospitals struggle to manage overlapping appointments, cancellations, and resource allocation. This leads to frustration, delayed care, and in some cases, worsening of health conditions due to late treatment.
How CareQueue Helps
CareQueue is designed to streamline patient flow and make healthcare more efficient, safe, and user-friendly:
Reduced Waiting Times – Patients can check live queue status and estimated waiting time before arriving at the hospital.
Smart Scheduling – Automated appointment booking ensures no overlaps and sends reminders to both patients and doctors.
Real-Time Updates – Patients receive instant notifications about delays, rescheduling, or cancellations.
Better Communication – Direct chat or query system with healthcare staff for clarifications.
Safer Environment – By preventing overcrowding in waiting areas, it helps minimize risks (e.g., infection spread).
Data-Driven Insights – Hospitals can analyze patient flow and resource usage for better staff allocation.
Challenges we ran into
Challenges I Ran Into
Building CareQueue came with several hurdles that tested both our technical and teamwork skills:
Integrating Multiple Modules:
Challenge: Connecting the frontend (Flutter) with the backend (Django) and ensuring smooth communication with the database was tricky. Initially, API calls were either failing or giving inconsistent data.
Solution: We introduced Postman testing for APIs and standardized JSON response formats, which solved most integration issues.
Real-Time Updates:
Challenge: Implementing live queue status and notifications without causing heavy server load was a big hurdle.
Solution: We switched from frequent API polling to WebSockets, which provided lightweight and real-time updates efficiently.
UI/UX Design:
Challenge: With no dedicated designer, the app initially looked cluttered and confusing for users.
Solution: We studied Material Design principles, built simple prototypes in Figma, and refined the UI iteratively after team feedback.
Team Coordination:
Challenge: Since everyone was working on different stacks (Flutter, Django), merging work often led to conflicts and delays.
Solution: We adopted Git branching strategy and held short daily sync-ups to keep everyone aligned.
Technologies used