Founder of SpearMatch, a free AI-powered college list builder. I built SpearMatch as an immigrant mom who navigated the US college system as an outsider alongside my son. After 20+ years in software engineering at Amazon and American Express, I had the technical background to build what I couldn't find: a free, data-driven tool that gives every student the same strategic guidance that private counselors charge $150-300/hr to provide. I'm available to comment on the equity gap in college counseling, how students build college lists without professional guidance, Early Decision strategy, and how data is changing the college admissions process.