About Me .

I'm a Full Stack Developer with over 5 years of experience building digital products for real businesses — from field-service and health platforms to e-commerce. Today I lead development at Tri-State Awnings, where I've helped build the company's digital operations platform across sales, engineering, production, inventory, scheduling and field work.

My current focus is applied AI: designing multi-agent systems on the Anthropic and OpenAI APIs, connecting LLMs to deterministic tools and internal APIs, and automating business workflows with platforms like Make, n8n and Zapier. I care about the parts that make AI actually work in production — evaluation, cost control, prompt caching, and knowing when an agent should escalate to a human instead of guessing.