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2024 Millie Health Inc.

Healthcare Platform Infrastructure & Development Workflow

About This Project

Built comprehensive infrastructure and development workflows for Millie Health Inc., a healthcare technology platform. Established Docker-based infrastructure, created local/staging/production deployment workflows enabling GitHub flow development, implemented code review processes, and set up AWS infrastructure including RDS and EC2. Integrated MQTT messaging, Twilio communications, and Contentful CMS into a React Native mobile application.

Key Achievements

Docker Infrastructure Setup

Implemented a complete Docker-based development and deployment infrastructure:

  • Containerized application services for consistent environments
  • Docker Compose configurations for local development
  • Standardized container images across environments
  • Simplified onboarding for new developers
  • Consistent runtime environments from development to production

Deployment Workflow & GitHub Flow

Created a streamlined deployment workflow supporting local, staging, and production environments:

  • Local Development: Docker Compose setup for rapid local iteration
  • Staging Environment: Automated deployments for testing and validation
  • Production Environment: Controlled, reliable production deployments
  • GitHub Flow: Enabled feature branch development with automated testing and deployment
  • Automated CI/CD pipelines for each environment
  • Environment-specific configuration management

Code Review Process

Established code review practices and workflows:

  • Defined review standards and best practices
  • Integrated code review into the GitHub workflow
  • Automated quality checks and testing before merge
  • Knowledge sharing and team collaboration improvements
  • Maintained code quality and consistency across the team

AWS Infrastructure

Designed and implemented cloud infrastructure on AWS:

  • RDS: Managed database services for reliable, scalable data storage
  • EC2: Compute instances for application hosting and services
  • Secure network configuration and access controls
  • Automated backup and disaster recovery strategies
  • Monitoring and alerting for infrastructure health

MQTT Integration

Integrated MQTT messaging protocol for real-time communication:

  • Real-time messaging for healthcare data and notifications
  • Reliable message delivery for critical healthcare communications
  • Scalable messaging architecture
  • Secure message transport and authentication

Third-Party Integrations

Seamlessly integrated essential third-party services:

  • Twilio: SMS and voice communications for patient engagement
  • Contentful: Headless CMS for managing healthcare content and resources
  • Secure API integrations with proper authentication
  • Error handling and retry logic for reliable service delivery

React Native Mobile Application

Supported the React Native mobile application development:

  • Infrastructure to support mobile app backend services
  • API design for mobile application consumption
  • Real-time data synchronization
  • Push notification infrastructure
  • Mobile-optimized data delivery

Technical Implementation

Infrastructure Stack

  • Containerization: Docker and Docker Compose for consistent environments
  • Cloud Platform: AWS (RDS for databases, EC2 for compute)
  • Messaging: MQTT for real-time communication
  • Mobile Framework: React Native for cross-platform mobile development

Integration Services

  • Twilio: Patient communication via SMS and voice
  • Contentful: Content management for healthcare resources and information
  • Secure API gateways and authentication
  • Webhook handling for asynchronous integrations

Development Workflow

  • Version Control: GitHub with feature branch workflow
  • CI/CD: Automated testing and deployment pipelines
  • Code Review: Structured review process with automated checks
  • Environment Management: Separate configurations for local, staging, and production

Impact

The infrastructure and workflow improvements enabled Millie Health to:

  • Accelerate development velocity with streamlined local development
  • Deploy with confidence through automated testing and staging validation
  • Maintain high code quality through established review processes
  • Scale infrastructure reliably as the platform grows
  • Deliver reliable real-time communications for healthcare use cases
  • Integrate seamlessly with essential healthcare communication and content services
  • Support a robust React Native mobile experience for patients and providers

The foundation established supports the platform’s mission to improve healthcare delivery through technology, with infrastructure that’s both reliable and adaptable to changing healthcare needs.