Edward Morgan

Background

About Edward Morgan

As a Senior Machine Learning Engineer at Google, I have extensive experience in large-scale data processing and building machine learning pipelines. The tools I mainly use include Dataflow, BigQuery, Tensorflow and Vertex AI, and I am committed to driving enterprises to achieve business progress through machine learning. I am a thought leader in the field of ML model governance and model cards, specializing in helping enterprises standardize and optimize the management and deployment of machine learning models. In my job, I am responsible for scaling and building large-scale deep learning models on GPUs and TPUs, and optimizing these models on edge devices such as ASICs and FPGAs. Additionally, I use ML Ops to build and maintain large-scale machine learning pipelines, ensuring efficient and reliable model training and deployment. I have extensive experience in the implementation of visual inspection systems and have helped several autonomous driving companies use neural architecture search techniques to develop more efficient computer vision models. These works not only improve the accuracy and performance of the model, but also significantly promote the development of autonomous driving technology.