A healthcare service discovery platform combining a structured Next.js frontend with an AI-assisted search layer. Built as the application context for research into reliable, constraint-aware retrieval — making it easier for users to find the right healthcare service through semantic understanding, not just keyword matching.
Built the complete Next.js frontend including structured healthcare service data, mock API layer (MSW), React Query data-fetching workflows, role-aware routing, and dashboard workflows. The application serves as both a working prototype and the test environment for the AI-assisted discovery research.
Research direction: 'Reliable AI-Assisted Healthcare Service Discovery Using Semantic Retrieval and Constraint Validation.' The study proposes comparing semantic retrieval against keyword-based search, applying deterministic validation for hard constraints, and measuring retrieval accuracy and constraint violation rates against manually labelled query sets.