Secure model promotion
Model delivery pipelines with immutable artifacts, infrastructure-as-code, release checks, and rollback-aware operations.
Platform engineering · DevSecOps · MLOps
I design and operate cloud platforms, data infrastructure, and delivery automation for systems that need to work reliably in production.
Expertise
My work sits at the intersection of infrastructure, security, data, and applied AI. The goal is straightforward: systems teams can run with confidence.
Model delivery pipelines with immutable artifacts, infrastructure-as-code, release checks, and rollback-aware operations.
Snowflake identity and key lifecycle automation through Terraform, role-based access controls, and Vault-backed operations.
Kubernetes platform operations across upgrades, autoscaling, workload delivery, secrets integration, and production diagnostics.
Private cloud networking patterns for service reachability, restricted access, and predictable workload placement.
Observability and reliability practices that turn operational failures into monitored, repeatable recovery paths.
Reusable Terraform patterns, delivery governance, and hardened CI workflows.
Selected patterns
These diagrams describe the general shape of the work without exposing implementation details.
Artifact, verification gate, immutable store, controlled promotion, and health signal.
Event-driven workloads moving through private runtime, secrets boundary, data platform, and observability loop.
Terraform modules, CI policy gates, cloud services, Kubernetes workloads, and operational telemetry.
Experience
2022 – present
Children's Hospital of Philadelphia
Leading platform engineering initiatives across cloud delivery, data infrastructure, Kubernetes, MLOps, and reliability.
2021 – 2022
Quality Web Solutions
Built cross-cloud infrastructure automation, containerized CI flows, and production Vault environments across dev, production, and DR.
Earlier experience
Infrastructure and operations
Two decades spanning QA, systems administration, consulting, managed services, DevSecOps, and MLOps.
This is my personal portfolio. Views and independent networking activity here are my own and do not represent Children's Hospital of Philadelphia.
Personal projects
A pipeline that curates academic papers into an indexed wiki using self-hosted runners and local language models.
CircuitPython experiments for the ESP32-C6: WiFi 6, Bluetooth LE, NeoPixel, and embedded systems exploration.
A practical utility for extracting shared AI conversations into reusable local content.
An automation project for working with infrastructure and engineering news sources.
Conversation topics
Pick a topic you would like to discuss. The result is anonymous: no name, no email, and no tracking.
Select a topic to add your signal.
Connect
I’m in San Francisco for Snowflake Summit 26 from June 1-4, 2026. I’m interested in the people building serious AI platforms, developer tools, secure infrastructure, and the systems behind them.