HealthSync

AI-powered continuity of care platform connecting hospitals, patients, and pharmacies

▸ Inspiration

Post-hospital care is often fragmented—patients forget medications, miss follow-ups, and lack continuous monitoring. Studies show that nearly (43%) of patients miss medications within 30 days of discharge. This gap inspired us to build a system that ensures continuity of care beyond hospital walls.

▸ What it does

HealthSync creates a connected ecosystem between patients, doctors, and pharmacies.

• Digitizes prescriptions and lab reports
  
• Sends smart medication reminders
  
• Flags abnormal lab values using AI
  
• Monitors vitals in real time
  
• Predicts emergencies before they occur
  

This ensures proactive, data-driven recovery at home.

▸ How we built it

• Frontend: React + Vite + Tailwind CSS
  
• Backend: Node.js (Firebase planned)
  
• AI Stack: TensorFlow, spaCy, OCR pipelines
  
• Integrations: Wearables and health APIs
  

AI models process medical data and generate actionable insights, while real-time systems handle alerts and monitoring.

▸ Challenges we ran into

• Handling unstructured data like handwritten prescriptions
  
• Variability in lab report formats
  
• Ensuring real-time performance for emergency alerts
  
• Designing a seamless multi-role system (patients, doctors, pharmacies)
  

▸ Accomplishments that we're proud of

• Built an end-to-end AI-powered healthcare ecosystem
  
• Integrated multiple stakeholders into one platform
  
• Enabled predictive healthcare instead of reactive care
  
• Reduced gaps in post-discharge recovery workflows
  

▸ What we learned

• AI in healthcare requires high accuracy and reliability
  
• Data standardization is a major real-world challenge
  
• User-centric design is critical in health applications
  
• Real-time systems require efficient architecture
  

▸ What's next for HealthSync: AI-powered Continuity of Care

• Integration with Electronic Health Records (EHR)
  
• Advanced predictive analytics using longitudinal data
  
• IoT-based real-time health monitoring
  
• Secure cloud deployment for scalability
  

We aim to make patient care continuous, intelligent, and proactive.

Built With

• axios
• class-variance-authority
• cloud-messaging-(planned)
• d3.js
• date-fns
• eslint
• firebase
• firebase-(planned)
• gemini-api
• google-fit-api
• google-vision-api
• javascript
• jest
• jspdf
• node.js
• postcss
• react-18
• react-hook-form
• react-router-v6
• react-testing-library
• recharts
• redux-toolkit
• spacy
• tailwind-css
• tensorflow
• tesseract.js
• vite