Quadrivia AI · 2026
Unified outcome model across services
Project experience by Dino Lozina
Overview
Designed a shared outcome model that replaced five overlapping status vocabularies. Delivered a six-phase, zero-downtime migration so backend services and the frontend could describe patient-workflow results consistently.
My contribution
- Authoring the cross-service design and migration plan
- Implementing the canonical outcome model in a shared library
- Coordinating adoption across orchestration, scheduling and conversation services
- Aligning API responses and frontend status displays
Technologies
- Python
- Pydantic
- FastAPI
- React
- TypeScript