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June 20, 2025

Real-Time Healthcare Platform Ecosystem

Architected and implemented a scalable real-time healthcare platform, powering 500+ Healthcare Units.

Real-Time Healthcare Platform Ecosystem
Overview

Architected and implemented a scalable real-time healthcare platform using microservices pattern that modernized clinical operations across 500+ Healthcare Units. The solution ensured secure, high-availability data flow for over 5M users worldwide, improving efficiency, reliability, and accessibility of critical healthcare services.

Detailed Analysis

Business Challenge

Healthcare Platforms (Clinics, Practices, Hospitals) traditionally operated in silos — patient records, appointments, and billing data were stored at the clinic level. This caused:

  • Patients struggling with inconsistent access to records.

  • Limited ability for mobile apps or third-party integrations to work reliably.

  • High latency in syncing data between clinics and central systems.

With 500+ Healthcare Units and an average of 10,000 patients per unit (~5M patients in total), the system needed to:

  • Scale to millions of interactions.

  • Handle real-time updates (appointments, payments, patient records).

  • Remain secure and compliant for healthcare data.

High-Level Goal (Vision & Strategy)

The vision was to create a connected healthcare ecosystem where:

  • Patients interact via mobile apps and portals.

  • Healthcare systems synchronize in real-time with central services.

  • Third-party systems can integrate through a controlled and secure interface.

The architectural strategy focused on a dual-gateway model:

  1. API Gateway → managing all external REST/HTTPS traffic.

  2. WebSocket Gateway → enabling persistent, low-latency communication with each healthcare unit.

Architecture Design

High-Level Flow

  • API Gateway at the portal server handles patient apps, web apps, and third-party requests.

  • WebSocket Gateway acts as a bridge between the API Gateway and 500+ healthcare units.

  • Local Services at each healthcare unit maintain persistent WebSocket connections.

  • Requests are routed to the correct healthcare unit based on patient → healthcare-unit mapping.

Components Interactions

  • API Gateway

    • Authentication (JWT) & Authorization.

    • Traffic routing & throttling.

    • Partner and mobile app integration.

  • WebSocket Gateway

    • Persistent bidirectional connections.

    • Session management for 500+ healthcare-units.

    • Routing engine to forward patient-specific requests.

  • Healthcare Units Services

    • Windows Service maintaining always-on connection.

    • Local caching for resilience.

    • Automatic retries on disconnection.

Detailed Flow (Component View)

  • Patient request hits API Gateway → authenticated and routed.

  • Gateway pushes request into WebSocket Gateway → mapped to correct healthcare unit.

  • Healthcare unit Service processes request, updates DB, and sends real-time response.

Architectural Decisions (ADRs)

  1. API vs WebSocket

    • REST for stateless, request/response flows.

    • WebSocket for real-time healthcare-unit synchronization.

  2. Multi-Tenant Routing

    • Patient requests routed via healthcare-unit ID mapping.

    • Ensures isolation of each healthcare unit’s traffic.

  3. Resilience & Fault Tolerance

    • Auto-reconnect policies for healthcare-unit services.

    • Fallback queues for failed messages.

  4. Security

    • End-to-end TLS encryption.

    • JWT for patient identity and healthcare-unit authentication.

    • Data segregation to meet healthcare compliance.

Key Achievements (Business Impact)

The new architecture delivered:

  • 5M+ users served seamlessly across 500+ healthcare-units.

  • Real-time communication between patients and healthcare units (appointments, billing, medical history).

  • Enabled mobile-first experience for patients.

  • Trusted by business owners due to reliability and scalability.

  • Created foundation for future services (tele-health, AI-driven patient engagement).