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zhealth/PROJECT_MGMT/phased_approach.md

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# Project Development in Phases
## Phase 1: Foundation & Data Modeling
- Database Models with **SeaORM** (Rust).
- **Auth and RBAC Schema Modeling** (Roles, Permissions, User relationships).
- **Biomarker Knowledge Base** (types, units, clinical ranges, interpretation rules).
- Basic CRUD operations for Biomarkers.
## Phase 2: API & Core Auth
- API Development with Axum.
- Implementation of Auth logic (JWT, Middleware, RBAC enforcement).
- Frontend Development (Vite + React + TS) - Initial Layout.
## Phase 3: Integration
- Integration of API with Frontend.
- Manual Data Entry forms.
- Unified Dashboard visualization.
## Phase 4: AI & MCP
- MCP (Model Context Protocol) Development for AI interaction.
- Inference endpoints (Gemini/OpenAI).
- Basic AI biomarker interpretation.
## Phase 5: Advanced Features
- Analytics and Visualization.
- Lab Report OCR.
- Wearable Sync.