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Chanyeol Choi is the Co-founder and CEO of LinqAlpha, a multi-agent AI platform for investment research used by more than 170 buy-side and sell-side institutions globally. Chanyeol earned his Ph.D. from MIT and was named to Forbes 30 Under 30 in Science. At LinqAlpha, he leads the team to build an LLM model-agnostic and data provider-agnostic architecture with institutional-grade security and governance. He built LinqAlpha’s AI search engine, an embedding model ranked #1 on Hugging Face’s MTEB leaderboard.