8+ years of dedicated professional experience in retail (e.g., merchandising, category management, retail operations, buying/planning) at a recognized, top-tier organization (e.g., Amazon, Walmart, Target, Nike, Costco, Home Depot, or equivalent). Guide research and engineering teams to close knowledge gaps in retail merchandising , category management , and operations reasoning .