Inconsistent third-party laboratory interfaces
A canonical internal model with dedicated translation adapters.
PakHIMS
A multi-clinic healthcare platform connecting patient operations, laboratory systems, billing, administration and payment infrastructure.
- Role
- Full-stack engineering, integration and product delivery
- Selected result
- Production system for multi-clinic healthcare operations
- Technologies
- React / Nest.js / MongoDB / PostgreSQL / Payments
02
Clinics needed patient, laboratory, staff and payment operations to work as one system without introducing friction into time-sensitive care workflows.
Constraints
- Different workflows across clinics
- Laboratory system integrations
- Sensitive patient data
- Multiple payment routes
- Product and workflow design
- Frontend and backend delivery
- Laboratory adapters
- Payment integrations
- Production operations
Create a shared operational core with configurable clinic workflows and integration boundaries that can evolve independently.
04 / Architecture
A product system designed as connected layers.
- 01Clinical experience
- 02Workflow services
- 03Integration adapters
- 04Patient data
- 05Billing
- 06Reporting
- 01
Use adapters to isolate external laboratory protocols.
- 02
Keep clinic-specific configuration separate from shared product logic.
- 03
Design patient flows around operational handoffs and accountability.
Complex operational handoffs
Clear workflow states, ownership and exception queues.
Production system for multi-clinic healthcare operations
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