Artificial Intelligence
Author: Alak Eswaradass
Alak Eswaradass is a Principal Solutions Architect at AWS based in Chicago, IL. She focuses on empowering AWS customers to design innovative cloud architectures that solve complex business challenges. She is passionate about using artificial intelligence to advance accessibility, particularly in helping customers develop generative AI-powered assistive technologies that make digital experiences more inclusive. When she’s not working, Alak enjoys spending time with her daughters and exploring the outdoors with her dogs.
GenASL: Generative AI-powered American Sign Language avatars
In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. GenASL is a solution that translates speech or text into expressive ASL avatar animations, bridging the gap between spoken and written language and sign language.
Deep demand forecasting with Amazon SageMaker
Every business needs the ability to predict the future accurately in order to make better decisions and give the company a competitive advantage. With historical data, businesses can understand trends, make predictions of what might happen and when, and incorporate that information into their future plans, from product demand to inventory planning and staffing. If […]
Introducing hybrid machine learning
Gartner predicts that by the end of 2024, 75% of enterprises will shift from piloting to operationalizing artificial intelligence (AI), and the vast majority of workloads will end up in the cloud in the long run. For some enterprises that plan to migrate to the cloud, the complexity, magnitude, and length of migrations may be […]