Quentin Chu
Healthcare Executive, Investor, Leader
About
Building the next generation of AI-powered solutions at the intersection of healthcare, technology, and business transformationAfter 20+ years scaling healthcare companies as an operator and investor—including leading a Series B health tech startup and driving successful exits—Quentin is focused on leveraging artificial intelligence to transform healthcare access, cost, and quality. His unique combination of financial expertise, operational experience, and technical knowledge puts him at the forefront of healthcare innovation, where he continues to identify and develop solutions that address critical challenges in the industry.
Notable accomplishments:
Drove operational and financial turnaround at CityMD, the largest urgent care operator in the New York metro area—delivering 75% EBITDA growth and a successful exit at 2.35x MOIC in two years
Deployed over $1 billion as a private equity investor while serving on the boards of six portfolio companies, including leading a successful turnaround during the Great Recession
Co-authored peer-reviewed papers published at NeurIPS and ICML, two of the world's premier machine learning conferences, on LLM hallucination estimation and decision tree algorithms in product manifolds (see here)
Publications
AI-Driven Healthcare Is a Future Worth Building (RealClearHealth)
Mixed-curvature decision trees and random forests (ICML 2025)
Estimating the Hallucination Rate of Generative AI (NeurIPS 2024)
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