Chu-Ming Chang Email & Phone Number

• 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

Exchange Student

Exchange Student