End-to-End Engineering for Wearables Tracking Health & Lifestyle
A series of health-focused wearable devices aimed to estimate sleep, vitals, and physiological metrics for lifestyle improvement. We supported their product evolution across generations with full-stack technology, from firmware to AI.
About the Project
A series of health-focused wearable devices aimed to estimate sleep, vitals, and physiological metrics for lifestyle improvement. We supported their product evolution across generations with full-stack technology, from firmware to AI.
Industry
Healthcare, Fitness, Wearables
Project Type
IoT, Platform Engineering, Web App Development, UI/UX.
About the Project
A series of health-focused wearable devices aimed to estimate sleep, vitals, and physiological metrics for lifestyle improvement. We supported their product evolution across generations with full-stack technology, from firmware to AI.
Industry
Healthcare, Fitness, WearablesProject Type
IoT, Platform Engineering, Web App Development, UI/UX.Project Challenges
The clients faced challenges in sensor accuracy, device variability, and long-term data insights.
Physiological Signal Accuracy
Algorithms needed to estimate vitals and sleep data with high precision across varying conditions.
Evolving Hardware Form Factors
Device and sensor designs changed frequently across generations, affecting data consistency.
User Data Retention and Analysis
Ensuring long-term storage, access, and meaningful insights from user data was critical.
Smart Solutions
We delivered scalable firmware, AI, and cloud systems to support accurate tracking and continuous product innovation.
Custom Firmware Across Devices
Developed adaptable firmware to support evolving sensors and hardware platforms.
AI-Powered Health Algorithms
Built robust models for sleep, energy expenditure, vitals, and lifestyle estimation with minimal calibration needs.
Cloud Infrastructure & App Development
Enabled seamless data sync, retention, and personalized user insights via mobile apps and cloud systems.
Results and Impact
Our solutions have powered global adoption and continuous innovation across wearable ecosystems.
1M+ Devices Shipped Globally
Supported 8 clients in deploying nearly a million wearable units over time.
Full-Stack Delivery Expertise
Successfully delivered firmware, AI, cloud, and app components under one roof.
Sustained Product Evolution
Pioneered the field that won the Best Industrial Applications Award at AAAI-2011, continuing innovation across multiple sensor stacks and product generations.
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