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ProblemSolver

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

ProblemSolver — Demo video

CareFlow AI is an AI-powered elder-care coordination companion designed to help families stay informed, organized, and connected. The application helps caregivers record observations, identify conversational mood signals, maintain care-related memories, coordinate tasks, and share updates with family members. During the hackathon, two important improvements were developed: 1. Human Attention Alerts: Identifies potentially urgent caregiver messages and flags them for high-priority human intervention. 2. Improved Family Summary: Organizes recent observations, filters duplicate entries, and presents concise care summaries with follow-up suggestions. Built using Python, Streamlit, and Nebius Nemotron, CareFlow AI aims to improve everyday elder-care coordination through better information organization and timely human attention. The application is non-clinical and does not provide medical diagnosis or treatment advice.

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