Engineering the tools behind the network.
AI orchestration, reusable interfaces, and platform tooling for network engineers. A public, high-level account of my contribution, not a disclosure of internal systems.
The problem
Network engineers coordinate complex tasks across tools and APIs. Disconnected interfaces and repetitive setup make those workflows harder to navigate.
My contribution
- Created a multi-agent orchestration experience using agents and MCP servers to extend existing APIs.
- Used microfrontends to centralize tools in an internal platform.
- Built reusable AI libraries and components so teams could integrate AI into their applications.
- Led frontend design for standardized Method of Procedure review requests and developed a Policy Management CLI.
The engineering judgment
Useful AI tooling connects a coherent product surface with existing systems. Reusable interfaces and deliberate boundaries matter more than adding another isolated assistant.
Evidence, not inflated numbers
These contributions are described in my public résumé. No adoption counts, revenue impact, or proprietary architecture are inferred.