Lilly Liu

I'm Lilly, building iOffer.ai, an AI-native operating system for college counseling. The core idea: make elite admissions guidance accessible to students who can't afford a $500/hour counselor. My background is in economics research. I spent time at Harvard Business School studying AI firms and data-intensive innovation, and earlier at Illinois and Berkeley running quantitative work on trade policy and education outcomes. Ask me about building AI products for education, global college admissions, and research on AI in China.