I don't just fix operations; I architect them for the AI era. Managing a global hardware asset fleet of 250,000+ units and optimizing a $4.2 million operational expenditure budget requires more than just spreadsheets—it demands bulletproof, zero-defect systems. As a Duke University certified AI Product Manager, I bridge the critical gap between traditional operations and predictive AI workflows. I help enterprise leaders, supply chain heads, and scaling startups stop OpEx bleed and automate their asset management lifecycles. My consulting isn't about giving you more work; it's about giving you data visibility and automated execution. Let's build systems that scale