Timothy Chou
About Timothy Chou
Timothy Chou is a software engineer currently working at Nuro in Mountain View, California, where he focuses on machine learning model optimization. He has a background in computer science from Caltech and has held various roles in software development and machine learning across several companies.
Work at Nuro
Timothy Chou has been employed at Nuro as a Software Engineer since 2019. His role involves working on advanced technologies related to autonomous delivery systems. Nuro focuses on creating self-driving vehicles designed for local goods transportation. Chou's contributions include enhancing machine learning model performance through innovative techniques.
Education and Expertise
Timothy Chou earned a Bachelor's Degree in Computer Science from Caltech, where he studied from 2014 to 2018. Prior to that, he studied Mathematics at California State University, Long Beach from 2012 to 2014. His expertise includes machine learning model compiler optimization techniques, particularly utilizing Cuda and OpenAI Triton Kernel Optimization.
Background
Chou's professional background includes various roles in software engineering and machine learning. He worked at California State University, Long Beach as an iOS Developer from 2012 to 2013. He also served as a Machine Learning Intern at Nano Precision Medical in 2015 and later as a Machine Learning Consultant at the same company until 2016. His experience extends to Rubrik, Inc. as a Member of Technical Staff from 2018 to 2019.
Achievements in Machine Learning
Timothy Chou is involved in one-shot neural architecture search (NAS) to improve machine learning model performance. He employs techniques such as TensorRT for optimizing deep learning models for inference and utilizes Quantization Aware Training (QAT) to enhance model efficiency. His work reflects a strong focus on advancing machine learning capabilities.
Internships and Early Career
Chou gained valuable experience through internships at Google, where he worked as a Software Engineering Intern in both 2016 and 2017. These positions allowed him to develop practical skills in software engineering within a leading technology company. Additionally, he served as a CS Teaching Assistant at Caltech from 2015 to 2018, further solidifying his foundation in computer science.