Founder & Engineer building Tripvento, an intent based hotel ranking API. Previously worked on ranking systems at U.S. News & World Report serving millions of users. Head TA at Georgia Tech's Operating Systems course (1,000+ students). I specialize in geospatial data, ranking infrastructure, and AI-powered search.