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Huang Da has a diverse work experience spanning various roles and industries. Huang is currently working as an Engineering Manager at Imprint since January 2022. Before that, they worked at Grab for several years, holding positions such as Lead Software Engineer, Senior Software Engineer, and Software Engineer. During their time at Grab, Huang Da led code refactoring in the GrabFood discovery team and worked on improving data tracking quality. Huang also played a key role in building a Multi-Armed Bandit (MAB) system for conducting experiments on models. In addition, Huang Da was involved in the development and optimization of the TCP messaging system between drivers and the backend, as well as driver state storage. Prior to Grab, they worked as a Software Developer at PowerPointLabs and undertook a Software Developer Internship at A*STAR, where they developed a library for controlling Distributed Electrical Resources. Huang Da's early work experience includes a role as a Research Assistant at the National University of Singapore. Throughout their career, they have demonstrated proficiency in software development, leadership, and mentoring roles.

Huang Da obtained a Bachelor's degree in Computer Engineering from the National University of Singapore, where they studied from 2011 to 2015.