AWS Open Source Blog

Josiah Davis

Author: Josiah Davis

Josiah Davis is a Senior Data Scientist with AWS where he engages with customers to solve applied problems in Machine Learning. Outside of work, he enjoys reading and travelling with his family. He holds a master's degree in Statistics from UC Berkeley.

Enhancing data science environments with Vim, tmux, and Zsh on Amazon EC2

This post was written by Josiah Davis, Yin Song, and Anne Hu. The solution can also be found on GitHub. Many professional data scientists are adopting open source software development tools such as Vim, tmux, and Zsh to get more productivity out of their working environment. Vim is a free and open source, highly configurable […]

workflow: how to deploy TorchServe on an Amazon EKS cluster for inference, which will allow you to quickly deploy a pre-trained machine learning model as a scalable, fault-tolerant web-service for low latency inference

Running TorchServe on Amazon Elastic Kubernetes Service

This article was contributed by Josiah Davis, Charles Frenzel, and Chen Wu. TorchServe is a model serving library that makes it easy to deploy and manage PyTorch models at scale in production environments. TorchServe removes the heavy lifting of deploying and serving PyTorch models with Kubernetes. TorchServe is built and maintained by AWS in collaboration […]