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Development of Cross-Platform Mobile App for CPR Training Analytics and Feedback System

altoroslabs.com

Medical

Education

Information technology

Challenges in CPR Training Feedback and App Development

Existing CPR training manikins lacked real-time feedback mechanisms for incorrect actions, required cross-platform compatibility with video overlay capabilities, and faced integration challenges with a proprietary Bluetooth library under active development.

About the Client

Global provider of medical simulation products and training programs for emergency assistance, specializing in CPR training manikins since 1960

Key Goals for CPR Training App Development

Deliver a cross-platform mobile app (Android/iOS) for CPR training analytics
Implement real-time feedback system for training mistakes
Enable Bluetooth connectivity with 4 million existing simulation manikins
Create video recording functionality with dynamic data overlays
Ensure timely MVP delivery for international conference presentation

Core System Functionalities and Features

Bluetooth connectivity to simulation manikins
Real-time recording of 100+ CPR parameters
Video overlay system displaying compression depth/frequency metrics
Automated mistake detection with contextual training tips
Analytics dashboard with charts/tables for session review
Age-group-specific training scenarios (baby/junior/adult)

Technology Stack Requirements

Xamarin

Xamarin Media Manager

System Integration Needs

Bluetooth Low Energy (BLE) connectivity with proprietary manikin hardware
Third-party library integration for manikin communication protocol

Performance and Quality Attributes

Cross-platform compatibility with Android and iOS devices
Real-time data processing for 100+ simultaneous CPR metrics
Scalability to support millions of connected manikins
Low-latency video recording with synchronized metric overlays
Secure data handling for medical training environments

Expected Business and Social Impact

Enables training improvement for 500 million medical workers globally, potentially preventing millions of deaths annually through enhanced CPR proficiency. Supports analytics across 4 million manikins with real-time feedback, while reducing development costs through cross-platform implementation.