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Kuan Heng Lin is a Bachelor of Science candidate in Computer Science at UCLA, expected to graduate in June 2025. Kuan has gained experience as a Research Engineering Intern at Snap Inc., focusing on video generation models. Kuan holds multiple leadership roles within the ACM at UCLA, serving as AI Advisor, Co-President, and Workshops Officer, while also being a Program Development Team member and Research Assistant at the Zhou Lab, concentrating on generative vision and perception for autonomous driving. Additional experience includes contributions to the UCLA Undergraduate Science Journal as Assistant Managing Editor of Review and engagement in various research and project roles, including positions in the Ozcan Research Group and Bouchard Lab. Kuan has also participated in film productions and musical ensembles, showcasing versatility in both technical and creative domains.