Healthcare / Workflow AI

NetworkOne.

Healthcare product combining a patient mobile app, AI-assisted guidance, and clinical operations.

01_Role
Full-Stack Engineer
02_Category
Healthcare / Workflow AI
03_Year
2026
04_Status
Shipped

Healthcare products fail when the patient experience and the operational system are disconnected. NetworkOne needed a patient-facing mobile experience, AI-assisted information handling, backend systems that could support data and monitoring, and an admin surface for support teams and medical operations.

I built a cross-platform application using Expo and React Native, backed by a Django + Python backend, and a separate admin dashboard for monitoring, analytics, and support workflows. Patients got a polished mobile experience; the team got an operational surface to manage what was actually happening; AI-assisted guidance layered into the experience without disconnecting from the real workflow.

05_Architectural Overview4 pillars
01PATIENT_APP

Expo + React Native client delivering onboarding, appointments, and guidance in a single polished mobile surface.

02CLINICAL_BACKEND

Django + Python services handling auth, records, scheduling, and the data integrity health workflows demand.

03OPERATIONS_DASHBOARD

Admin console for monitoring, analytics, support workflows, and day-to-day operational oversight.

04AI_GUIDANCE

Retrieval-backed Q&A layered into the patient experience — grounded, bounded, and escalation-aware.