At MatMind, I lead product and AI-assisted operating workflows, translating user needs into prioritized work, acceptance criteria, testing plans, and release decisions. I coordinate specialized AI agents and technical workstreams while keeping consequential decisions under human ownership.
At Teaspoon, I directed multi-state franchise operations as the network grew from 22 to 57 stores. I supported more than 20 franchisees and 35+ openings, and introduced Rocketlane, Asana, and Connecteam to standardize onboarding and launch coordination.
At Starbucks Coffee Company, I led an 11-store Los Angeles district generating more than $43M annually and a team of 400+ employees. Workflow redesign and staffing changes reduced customer wait times 31%, while stronger inventory and availability routines improved food performance 19%.

