AWS Startups Blog

Category: Startup

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 […]

Sign-Speak builds with AI on AWS to create accessible experiences

Sign-Speak is an innovative startup whose language software recognizes American Sign Language (ASL) and translates it into spoken words (and vice versa) with machine learning. Their platform offers real-time ASL recognition, avatar, and transcription to facilitate communication with Deaf and Hard of Hearing individuals. Sign-Speak leveraged the AWS Impact Accelerator Latino Founders cohort to gain technical and business support as they make the world a more accessible and inclusive place.

How STIGMA scaled their hope delivery app with the AWS Impact Accelerator

STIGMA is an asynchronous messaging app that connects people who are struggling with strangers who share their lived experience to give them living proof that what they’re going through is something they will get through. Participating in the AWS Impact Accelerator Latino Founder cohort helped STIGMA to come up with solutions that would improve the product experience for their members, while also helping the STIGMA team to hone skills such delivering a compelling pitch to investors.