I build research organizations for enterprise AI and cloud platforms.
Co‑founded User Research International and grew it from 2 to 100+ people, serving Microsoft, Google, Amazon, Meta, Samsung, and others. I operationalized the research system behind enterprise‑scale work: recruiting and panel ops, study design, QA, and team enablement, so results were repeatable across hundreds of programs.
17 years across cloud infrastructure, AI/ML platforms, AR/VR, developer tools, and data systems.
n8n Demand-Supply Gap Analysis
An evidence-grounded analysis of 14,691 forum posts against 7,209 templates to find where n8n can better support its users, and where it's getting it right
From Jarvis to Openclaw: My AI Agent Journey
How building AI agents evolved from a fun side project to a daily productivity tool
Building Teams, Products, and Research Programs
Co-founding URI and building the research engine behind Big Tech's product decisions
Contactless Research Labs
Designing NSF-certified labs that kept hardware research running when COVID shut down the industry
Panel Pro: Research Recruiting from Scratch
Building a self-service platform connecting researchers with pre-screened, identity-verified tech professionals
UX Benchmarking of Highly Technical Products
How benchmarking became a forcing function for organizational clarity and a quality gate for Azure