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About Product

This mobile application enables users to scan their face and receive instant health insights like heart rate, estimated blood pressure, stress levels, biological age, and more. It analyzes over 30 health signals using advanced facial signal processing no wearables or external devices needed.

Industry
Madical

Technology
Flutter Android, Dart,Kotlin

Services
Healthcare

Platform
Android, iOS, Web

Problem Statement

Making Health Monitoring Effortless and Accessible

Many people rely on wearables or clinic visits for health tracking, which can be inconvenient or costly. Our goal was to simplify this by creating a mobile solution that gives real-time health updates using just the phone camera. The main challenge was maintaining clinical-level accuracy with a smooth and consistent user experience across various devices.

Development Process

Research

Identified facial health SDKs ideal for mobile platforms

Design

Crafted a clean, intuitive UI using Flutter

Integration

Connected advanced health SDKs through Flutter plugins

Optimization

Ensured real-time scanning and accurate health metrics

Validation

Built lighting/distance checks for better scan reliability

Deployment

Released on both App Store and Play Stor

Solution

Hybrid App Architecture with Flutter SDKs

The app uses a hybrid model where Flutter handles the UI and Dart manages heavy SDK processes. This architecture ensured real-time health reporting, reliable data sync, and smooth user experience. We implemented both online and offline SDKs for flexible usage.

Our Project Challenges

Bridging Native SDKs with Flutter

Integrating third-party native SDKs into Flutter came with several hurdles:

Managing Method Channels and Event Channels

Handling asynchronous callbacks and error responses

Syncing camera access with facial health detection

Managing session states, start/stop operations, and scan termination

Ensuring robust validation of facial data

These were resolved through custom error handling, precise callback control, and optimized session management to ensure flawless operation across modules.

Results Delivered

Instant health reports with high accuracy

Smooth and reliable face scanning

Scalable codebase ready for SDK upgrades

Seamless app experience across platforms

Our Services Provided

Conceptualization

We aligned with the client’s vision to develop a comprehensive facial health app that leverages AI for skin analysis, hydration tracking, and wellness monitoring—consolidating beauty and health checks in one platform.

Design Sprint Session

Through focused sprint workshops, we crafted an intuitive UI/UX—with clear visual feedback, clean navigation, and health-tracking dashboards that make complex AI data easy for users across all age groups to understand.

Development and Launch

The app was built with cross-platform tech (React Native and backend AI services), featuring real-time skin condition detection, hydration level scoring, secure user profile & consent capture (KYC-like), and trend tracking—delivering a seamless, interactive wellness experience from day one.

Result

Revolutionizing Mobile Gaming with a Unified, Real-Money Platform

Revolutionizing Skincare with AI-Powered Facial Health Monitoring 100K+

Results

30k+
App downloads

85%+
accuracy

30+
Tracks vital health signs

Works both online & offline

“The app transformed our idea of effortless health tracking into a reality. The team’s ability to blend performance with precision helped us deliver a product far beyond expectations.”
— Product Owner

Want to Build a Smart Health App Like This?

DXMinds today!

We can help you develop a cutting-edge health monitoring app powered by AI and real-time facial insights.

Contact us

With advanced AI-powered analysis, the Facial Health Monitoring App is your all-in-one skincare companion. Scan, track, and improve your skin health—anytime, anywhere, right from your phone.

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