Project Overview
An intelligent caregiving coordination platform connecting families and elderly care recipients with vetted home healthcare aides and nurses based on clinical specialties and proximity.
Key Challenges & Objectives
Manual care agency dispatch caused multi-day matching delays. The platform needed an automated geospatial matching algorithm, credential verification for aides, and scheduling tools for rotating home-visit shifts.
Architecture & Implementation
Constructed on React with AWS serverless architecture (AWS Lambda, DynamoDB, API Gateway), AWS Textract for AI-driven caregiver certification and ID document verification, and geospatial coordinates indexing.
Core Features & Deliverables
- Geospatial Matchmaking Algorithm: Matches patients with verified care aides factoring clinical skills, language preferences, hourly rates, and proximity.
- Automated Credential Verification: AI document extraction verifying state nursing licenses, background checks, and CPR certifications.
- Shift Coordination Calendar: Interactive calendar enabling family guardians to book recurring home health visits and emergency respite care.
- Care Diary & Daily Logs: Mobile-friendly logs where aides record vitals, medication administration, and patient daily progress notes.
Business Impact & Results
Reduced average caregiver match time from 4 business days to under 4 hours, scaling caregiver onboarding capacity by 300% without increasing administrative headcount.
