Lakshit Jain

ClinicFlow: A Low-Latency Dynamic Queue Management System

Problem Statement: The Waiting Room Blindspot in Indian Healthcare ​🚨 The Reality ​India's healthcare infrastructure relies heavily on over 1.5 million localized clinics, yet 76% of these facilities still operate entirely on manual, paper-based token systems and verbal announcements. This analog approach creates severe operational friction, turning routine medical visits into stressful, inefficient experiences for everyone involved. Results ​⚡ The Solution: Queue Cure ​Queue Cure solves this breakdown by replacing paper slip friction with an event-driven, low-latency dual synchronization engine. By linking the receptionist’s actions directly to a public patient-facing waiting room display via WebSockets, the platform eliminates audio clutter, automates dynamic ETA calculations, and restores transparency to the healthcare experience. Reflection ​⚡ The Solution: Queue Cure ​Queue Cure solves this breakdown by replacing paper slip friction with an event-driven, low-latency dual synchronization engine. By linking the receptionist’s actions directly to a public patient-facing waiting room display via WebSockets, the platform eliminates audio clutter, automates dynamic ETA calculations, and restores transparency to the healthcare experience.