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Inspiration

Healthcare accessibility remains a significant challenge worldwide, especially in remote and underserved areas. The long wait times, lack of language support, and inability to monitor health effectively inspired us to create Prime Medic AI. Our goal is to use technology to bridge the gap between individuals and quality healthcare services, empowering users to take control of their health from the comfort of their homes.

💡 What It Does

Prime Medic AI is an end-to-end virtual health assistant that leverages computer vision, NLP, and real-time APIs to deliver the following features:

🩺 AI-Powered Diagnostics

  • Multilingual Chatbot: A chatbot to which a user can ask anything to enhance his/her safety in any situation.
  • Symptom Analysis via AI Cam: Users describe or show symptoms through camera input. Our model detects visible injuries or anomalies and analyzes speech for context.
  • X-Ray Scan Analysis: Upload chest, hand, or fracture X-rays and get fast, accurate AI-based predictions for common ailments like pneumonia, fractures, and arthritis.
  • Disease Prediction Models: Input basic data and get predictions on chronic diseases including:
    • Diabetes
    • Liver Disease
    • Stroke
    • Heart Disease
    • Kidney Disease
    • Pneumonia

🧘 Mental & Emotional Well-being

  • AI Mood Detection: Real-time facial expression + tone analysis to detect stress, anxiety, or low mood. Mood Tracker with Music Therapy - Suggests calming music, positive content, or books counseling sessions (Agentic AI expansion).
  • Mental Health Self-Tests: Short validated assessments for depression, anxiety, and stress with actionable advice.
  • Mindfulness Support: Breathing exercises, calming music, and AI-curated positive content.

🌍 Accessibility & Multilingual Support

  • Multilingual chatbot & speech interface using Google Translate API and NLP pipelines (supports 15+ languages).
  • Voice-to-text and text-to-speech interactions with regional language support.
  • Designed with accessibility-first UI: high contrast, voice feedback, and keyboard navigation.

🛒 Ecosystem Integration

  • Voice-Based Appointment Booking: Users can schedule appointments at nearby clinics using natural, multilingual speech—no typing required.
  • Smart Clinic Discovery & Availability Check: Uses Google Maps API, geolocation, and real-time database/API integration to identify clinics and fetch available slots.
  • AI-Powered Understanding & Timezone Handling: Leverages Whisper/DeepSpeech + BERT to comprehend user intent, manage errors gracefully, and adjust appointments for timezones.
  • Confirmation & Notifications: Captures patient info and sends booking confirmations and reminders via Twilio SMS, email, or in-app alerts.
  • Medicine Ordering System: Connects with local pharmacies or online APIs.
  • Doctor Consultations: Video call scheduling with nearby clinics.
  • Wearable Sync: Real-time syncing with fitness trackers (heart rate, steps, sleep).
  • Geolocation-based Hospital Finder: Nearby emergency centers with directions and contact info.
  • Blogs & Expert Content: Curated, medically reviewed articles to raise awareness and promote preventive care.
  • Yoga & Fitness Modules: Guided wellness sessions with AI-personalized routines.
  • Psychological Services for Mental Health Healing: Meet Some Free Mental Health Experts

Web

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App

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Component Tech Stack / Tools
Frontend ReactJS, TailwindCSS, Material UI
Backend Flask + FastAPI (dual routing for API and ML services)
AI/ML Models TensorFlow, PyTorch, OpenCV, Scikit-learn
Databases PostgreSQL (structured data), Firebase (user auth + storage)
APIs Used Google Translate, Twilio, OpenWeatherMap, Geolocation, MedNLP, Groq
Cloud & Hosting AWS EC2, S3, Lambda, Streamlit for model visualization
Mobile App React Native (cross-platform deployment)

🌍 Social Impact

  • Can be deployed in rural clinics, schools, or health kiosks to improve access.
  • Supports elderly and non-English speaking users through voice-based interaction.
  • Reduces mental health stigma by offering a private, AI-powered check-in tool.
  • Enables early detection and reduces the load on public hospitals through triaging.

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primeMedic AI - An AI-based healthcare website and app

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