@ajay_ch674

MediFlow OS is an AI-powered hospital management and healthcare coordination platform designed to streamline operations across hospitals and clinics. Built using FastAPI, React 18, SQLAlchemy ORM, WebSockets, and Tailwind CSS, the platform delivers a unified ecosystem for administrators, doctors, receptionists, and patients through a Twilio-powered WhatsApp gateway. For administrators and reception teams, MediFlow OS provides real-time operational intelligence through department congestion maps, patient queue tracking, emergency monitoring dashboards, inventory visibility, and AI-driven surge forecasting using Facebook Prophet. The platform also includes predictive analytics, emergency protocols, alerts, department chat, and automated weekly reports covering patient flow, compliance, and resource utilization. Doctors benefit from appointment scheduling, real-time status tracking, filtering, and an AI Medical Scribe. During consultations, audio streams live via WebSockets to IBM Watson Speech-to-Text with Groq fallback support, generating transcripts in real time. Google Gemini then converts transcripts into SOAP notes, clinical summaries, and formatted prescriptions, reducing documentation workload. Patients access a secure, mobile-friendly portal where they can browse doctors, view slots, book or reschedule appointments, monitor prescriptions, access reports, and track healthcare history in one interface. Through WhatsApp integration, patients can also manage appointments and receive consultation summaries without opening the application. Architecturally, MediFlow OS is designed for scalability with modular routing, AI fallback systems, React Context state management, Recharts analytics, and a migration path from SQLite to PostgreSQL. Future plans include JWT authentication, async task queues, secure webhooks, database migrations, and HIPAA-aligned security features, positioning MediFlow OS as a strong foundation for a healthcare SaaS ecosystem.

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