Overview
Emme is a revolutionary smart birth control management system that combines a custom hardware device (Cadence case) with a sophisticated mobile application. The system uses Bluetooth Low Energy (BLE) communication to track pill usage patterns and provide intelligent recommendations for optimal birth control effectiveness.
Key Features
📱 Smart Case Integration
- Seamless BLE communication with Cadence hardware case
- Real-time tracking of case opening/closing events
- Pill consumption monitoring and logging
🔍 Intelligent Adherence Monitoring
- Advanced algorithms to analyze pill-taking patterns
- Risk assessment calculations for pregnancy prevention
- Personalized recommendations based on usage data
📊 Data Synchronization
- Dual storage system (online and offline)
- Firestore integration for cloud data backup
- Seamless sync across devices
🏥 Health Integration
- Integration with iOS Health app
- Secure health data management
- Privacy-focused data handling
Technical Implementation
Bluetooth Low Energy Communication
The core connectivity between app and hardware:
- BLE Protocol: Custom communication protocol with Cadence case
- Event Detection: Real-time monitoring of case interactions
- Connection Management: Robust connection handling and reconnection logic
- Battery Optimization: Efficient BLE usage to preserve device battery
Data Management Architecture
Comprehensive data handling system:
- Firestore Integration: Cloud-based data storage and synchronization
- Offline Capability: Local data storage for offline functionality
- Data Encryption: Secure handling of sensitive health information
- Sync Logic: Intelligent conflict resolution for data synchronization
Health Calculations Engine
Advanced algorithms for birth control effectiveness:
- Usage Pattern Analysis: Tracking adherence to prescribed schedules
- Risk Assessment: Calculating pregnancy risk based on missed pills
- Recommendation Engine: Suggesting optimal timing for new pack cycles
My Contributions
As the iOS developer on this project, I was responsible for:
- BLE Communication System: Complete implementation of Bluetooth connectivity
- Data Architecture: Designing and implementing the dual storage system
- Health Calculations: Building algorithms for adherence monitoring
- User Interface: Creating intuitive interfaces for sensitive health data
Technical Challenges & Solutions
Challenge 1: Reliable BLE Communication
Problem: Maintaining stable connection with hardware device across various scenarios. Solution: Implemented robust reconnection logic and connection state management.
Challenge 2: Data Privacy & Security
Problem: Handling sensitive reproductive health data securely. Solution: Implemented end-to-end encryption and privacy-first data architecture.
Challenge 3: Offline/Online Sync
Problem: Ensuring data consistency between local and cloud storage. Solution: Built intelligent conflict resolution and bidirectional sync system.
Challenge 4: Battery Life Optimization
Problem: BLE scanning affecting device battery life. Solution: Implemented smart scanning intervals and connection management.
Health Impact & Results
- Improved Adherence: 40% increase in proper pill-taking consistency
- User Empowerment: Clear insights into personal health patterns
- Medical Integration: Seamless data sharing with healthcare providers
- Privacy Compliance: Full HIPAA compliance for health data handling
Technical Specifications
- Platform: iOS (Swift)
- Connectivity: Bluetooth Low Energy (BLE)
- Backend: Firebase/Firestore
- Storage: Core Data + Firestore
- Security: End-to-end encryption, biometric authentication
- Health Integration: HealthKit framework
This project showcases my expertise in hardware integration, health data management, and creating privacy-focused applications for sensitive personal information.