AWS Startups Blog

Sam Huang

Author: Sam Huang

Sam Huang has worked on the core infrastructure team at Snorkel AI over the past 2 years to build Snorkel Flow, an AI platform that helps companies develop, customize, and scale AI applications using their proprietary data. He previously worked at Palantir, empowering enterprise users to solve their most important problems with data across a wide variety of industries such as financial services, aviation, and healthcare. Besides Kubernetes, Sam is passionate about skiing, backpacking, and electronic music.

How Snorkel AI achieved over 40% cost savings by scaling machine learning workloads using Amazon EKS

How Snorkel AI achieved over 40% cost savings by scaling machine learning workloads using Amazon EKS

Machine learning (ML) startups are often heavy compute users, because they train large models using high-end GPUs and deploy them at scale for inference. AWS Startups partners with startups from inception to IPO, and has helped thousands of founders and artificial intelligence (AI) innovators build their businesses on Amazon Elastic Kubernetes Service (Amazon EKS). Amazon […]