01
Production
Identity & Access
Auth0 OAuth2/OIDC with JWT RS256, role-based access control for patients, clinicians, engineers, and admins.
- Auth0
- JWT
- RBAC
Medtronic Capstone Project
Cloud Infrastructure for Medical Device Monitoring
A complete platform for ingesting device telemetry, analyzing patient data, and providing clinicians with actionable insights—from TimescaleDB to React dashboards.
8
Subsystems
6
Repositories
4
Team Members
MiniMed Pump
Dexcom CGM
FastAPI
Auth · Ingest · Read
TimescaleDB
React UI
01
System Architecture
Eight subsystems working together—from device telemetry ingestion through clinical dashboards, with planned AI/ML analytics.
02
Production
Data Ingestion
Bulk import endpoints for CGM readings, pump events, battery voltage, diagnostics, and pressure traces with high-throughput performance.
- COPY BINARY
- Pydantic
- Rate Limiting
03
Production
Data Store
TimescaleDB with hypertables (7-day chunks), row-level security, and continuous aggregates for time-series data.
- TimescaleDB
- PostgreSQL 17
- Hypertables
04
Production
Clinical API
Comprehensive REST API covering patients, glucose data, timeline events, devices, clinical notes, organizations, and administration.
- FastAPI
- OpenAPI
- Async
05
Production
Dashboards
Role-specific React UIs for clinicians, patients, and admins with interactive ECharts visualizations.
- React 19
- ECharts
- Tailwind
06
Partial
Observability
Audit logging middleware, structured JSON logs, and per-request PHI access tracking.
- Audit Logs
- JSON Logging
07
In Development
Post-Market Analytics
Cohort analysis, safety signal detection, and regulatory report generation for post-market surveillance.
- Cohort Builder
- Safety Signals
08
Planned
AI/ML Analytics
Glucose forecasting, occlusion prediction, anomaly detection, and pressure trace embeddings with pgvector.
- PyTorch
- pgvector
- ONNX
02
Repositories
Six repositories covering the full stack—API, database, UIs, data tools, and analytics.
phoenix-ascend-api
FastAPI backend with Auth0 JWT, patient management, glucose data, unified timeline, clinical notes, and high-throughput bulk ingestion.
phoenix-ascend-db
TimescaleDB schema with hypertables, row-level security, Dexcom integration, and synthetic data generation. Runs on Raspberry Pi 5.
phoenix-ascend-ui-portal
Clinician and patient dashboard with glucose charts, pump event timeline, device management, and time-in-range analytics.
phoenix-ascend-ui-admin-portal
Administrative dashboard for user management, organization oversight, access control, and system monitoring.
phoenix-ascend-athena
Athena Analyzer for insulin pump logs. Drag-and-drop upload, client-side parsing, and interactive visualizations for bolus, battery, pressure, and diagnostics.
phoenix-ascend-tools-synthetic-data-gen
Python scripts generating realistic pump telemetry—multiple log types matching real device format for multi-year patient datasets.
03
Engineering Rigor
Production-grade practices from day one—security, testing, and performance.
Security First
- OAuth2/OIDC with MFA support
- JWT RS256 with JWKS rotation
- Row-level security policies
- AES-256 token encryption
- Per-request audit logging
Performance
- High-throughput bulk ingestion
- Low-latency API responses
- Efficient time-series compression
- Optimized hypertable chunking
- Indexed time-series queries
Quality
- Comprehensive integration tests
- Pydantic schema validation
- OpenAPI spec generation
- GitHub Actions CI/CD
- Docker containerization
Architecture
- 8 decoupled subsystems
- Role-based access control
- Event-driven data pipeline
- Async request handling
- Horizontal scaling ready
04
Technology Stack
Backend
- FastAPI 0.100+
- Python 3.11
- Pydantic v2
- Auth0 OAuth2
Database
- TimescaleDB 2.23+
- PostgreSQL 17
- pgvector 0.5+
- pgAdmin 4
Frontend
- React 19
- Vite 6
- ECharts 5.5+
- Tailwind CSS 3
Infrastructure
- Docker 24
- Raspberry Pi 5 8GB
- NVMe SSD 2TB
- GitHub Actions CI/CD
05
Live Environments
Explore the running applications
Athena
Athena Analyzer
Upload pump logs and visualize device behavior—client-side processing, no data leaves your machine.
Open App →Admin
Admin Portal
User management, organization oversight, and system administration interface.
Open App →API
API Documentation
Interactive Swagger UI with all 48 endpoints—try requests directly against the running API.
View Docs →
06
The Team
Four engineers building full-stack healthcare infrastructure.
KB
Kian Bobrow
MM
Mason Morse
GM
Grant McNatt
RR