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AI-Powered Healthcare Assistant for Chronic Care

Simplifying medication management, vitals tracking, and health tasks for seniors using computer vision and AI on AWS/Kubernetes.

50K+
Downloaded Apps
250%
Revenue Rate

Summary

Client

HeyRenee

Project Scope and Technology

AI-driven medication management & refills, Computer vision for pill bottle scanning & vitals, DevOps pipelines on AWS & Kubernetes, Backend (Next.js, Node, Python) & Frontend Development, Appointment scheduling & mental health checks, Secure patient data integrations

Team Composition

1 x Backend Engineer, 1 x DevOps Engineer, 1 x AI/ML Engineer

Country

USA

Industry

Healthcare

Work duration

10 months

HeyRenee revolutionized healthcare for seniors and chronic patients by using AI and computer vision to handle routine tasks like medication reminders, refills via pill photos, vitals from selfies, and mental health via voice. Acquired by Cairns Health in Oct 2025, the platform integrated into Luna AI for voice-enabled care, scaling nationwide access without typing or data entry. RemoteState built scalable backend services, GenAI features, and cloud infrastructure to support organic growth to 50K users, reducing caregiver burden through agentic AI.

 

Challenges

Legacy health apps required manual input, alienating seniors; Renee needed accurate CV for pill recognition across lighting/variations and HIPAA-compliant DevOps on AWS/K8s. Integrating voice AI, EHRs, and real-time vitals demanded robust Python/Node backends and Kubernetes orchestration for high availability. Balancing privacy, scalability for 50K+ users, and no-code UX for non-tech elderly posed engineering hurdles.

 

Process

Started with user journeys for aging Americans, building Next.js frontend for selfie/voice inputs and Python ML models for vitals/CV analysis. Deployed Node APIs on AWS EKS (Kubernetes) with DevOps CI/CD for rapid iterations. Integrated GenAI for conversational reminders and auto-refills, tested HIPAA compliance, and optimized for low-bandwidth edge cases. Iterative betas with 42K early users refined accuracy to 95%+.

 

Key Features:

  • AI pill scanning & auto-refill reminders
  • Selfie vitals & voice mental health scoring
  • AWS/Kubernetes DevOps for scalable inference
  • Next/Node/Python backend for appointments
  • Zero-typing interface for seniors/caregivers
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Outcome

HeyRenee achieved 50K organic users, 1,500+ 5-star ratings, and acquisition by Cairns, enabling seamless AI health tasks that cut caregiver time 70%. Platform now powers Luna's vision+voice for chronic care, boosting adherence and outcomes via production-grade infra.

4 weeks
Ideation
7 months
Development
5 weeks
Testing
2 weeks
Deployment
Design
Development

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