About
Operations Architect & Founder of lVl. Building cognitive infrastructure to strip noise from complex choices. Also, lost 155 lbs at one point. I spent 13 years in high-volume hospitality, managing friction from the dish pit to the barrel program. I realized founders don't fail from a lack of effort; they fail from "SOP paralysis." They are drowning in data but starved for navigation. I stopped waiting for gatekeepers. As a self-taught logic architect, I built lVl OS (React/Flask/Postgres)—an engine that uses choice architecture to extract a user's logic and compile deterministic SOPs in 60 seconds. I don't build bloated features to keep users clicking. I build subtractive, sovereign infrastructure to get them executing. Motivation is a myth. Systems are everything.
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