Chu-Ming Chang Email & Phone Number

Mountain View, Ca, Us

ML infrastructure on Planner Evaluation.• Data engineering• Fast and efficient inference of ML models on GPU/TPU• Applying state of the art techniques to ML infrastructure

Project summary in https://arxiv.org/abs/2211.07357.• Owner of the recommender system, comprising state observation, model inference, constraint handling, and action selection.• Improved algorithm for efficiently searching through action space for the optimal action, achieved speedup of 100x• Designed monitoring and analysis tooling, reduced hours spent on data analysis by 50%• Conducted end-to-end data analysis, design, and implementation of key features to improve reinforcement learning algorithm

• Conducted research and implemented pipeline to enable incremental learning for AutoML Image Classification, speeding up resumable training by up to 4x

Master Of Engineering - Meng, Electrical Engineering And Computer Science

Bachelor Of Engineering - Be

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