Platform Migration — VMs to Kubernetes
Docker containers on Azure VMs. Manual deployments. Single-tenant. Every deploy risked downtime.
Migrated to AKS with a containerized spin-up strategy. Built the full CI/CD pipeline for zero-downtime deploys.
Multi-health-system deployment. Zero customer-facing downtime during any release.
Real-Time Waveform System — New Product Line
No real-time data capability. Body-worn sensors generating continuous waveforms with nowhere to go.
Designed an AWS-based firehose: Gateway → Queue → Algorithmic processing. Solved playback fidelity and downtime recovery.
Production ML pipeline on clinical signals. Enabled continuous patient monitoring as a product.
Multi-Cloud Networking — Single to Multi-Tenant
Single Azure subscription. VPN tunnels, DNS, and subnet chaos. Epic integration through Cloverleaf with constant friction.
Architected hub-and-spoke across Azure subscriptions with cloud gateways. Added Mirth as the integration bridge. Introduced AWS for compute workloads.
Clean multi-cloud, multi-tenant architecture. Each health system onboards without touching the core platform.
COVID Vaccine Scheduler — Pandemic-Scale Delivery
Sharecare, early career. Needed to roll out vaccine scheduling for states and enterprise clients under extreme public scrutiny.
Owned authentication and reporting systems. Built Python data pipelines for the scheduling platform.
Deployed for Florida, Georgia, and Delta Air Lines. High-traffic, zero-tolerance-for-failure delivery.