about
The origin story
Software engineer at Walmart Global Tech. I build production AI systems for infrastructure operations and user-owned intelligence.
Currently exploring Metsu: first-person VR powers and enhanced perception through AR. Why I’m taking Metsu into XR →
Selected impact at Walmart
I designed and shipped the integration and orchestration layer for an AI first responder spanning four enterprise systems. Decomposing it into independently testable subagents supported incremental delivery and reduced context assembly from roughly 15 minutes to under two.
I also analyzed 454 production incidents across infrastructure supporting tens of thousands of virtual-machine hosts, identified 160 automation candidates across six categories, and ranked seven opportunities by value, effort, and delivery risk.
I evaluated three AI platforms against seven operational use cases and strengthened the resulting roadmap through a ten-issue review of data integrity, safety, governance, and measurement.
Technical focus
- AI systems: LangGraph, MCP, ReAct agents, tool orchestration, grounded retrieval, and evaluation
- Software: Python, TypeScript/JavaScript, FastAPI, React, Next.js, Node.js, PostgreSQL, and REST APIs
- Infrastructure and operations: Kubernetes, Docker, infrastructure automation, service orchestration, incident response, root-cause analysis, operational data analysis, and AI safety and governance
What I care about is where this is going. AI, robotics, the climb toward AGI and whatever comes after. I'm curious how far it goes, and I want to be in the room where it actually happens: a frontier AI lab, or a top-tier company that's building and evolving these models, not just using them.
Here's what I believe. Intelligence is the highest-leverage asset a human being has. Applied, compounded, and stacked over time, it beats everything else. That's the bet I'm making with my own.
The goal is simple. Use that intelligence to build systems that make life better. Make everything easier. Make life fun. Systems that matter, and a life I designed on purpose.