Artificial Intelligence
Author: Tulip Gupta
Tulip Gupta is a Principal Solutions Architect at Amazon Web Services where she serves as both a technical leader and strategic advisor to AWS Media and entertainment customers. She specializes in applying AI and machine learning innovations within the Media and Entertainment industry, helping organizations leverage advanced technologies to transform content creation, delivery, and audience experiences.
Incorporate offline and online human – machine workflows into your generative AI applications on AWS
Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data. An important aspect of developing effective generative AI application is Reinforcement […]
How Amp on Amazon used data to increase customer engagement, Part 2: Building a personalized show recommendation platform using Amazon SageMaker
Amp is a new live radio app from Amazon. With Amp, you can host your own radio show and play songs from the Amazon Music catalog, or tune in and listen to shows other Amp users are hosting. In an environment where content is plentiful and diverse, it’s important to tailor the user experience to […]
How Amp on Amazon used data to increase customer engagement, Part 1: Building a data analytics platform
Amp, the new live radio app from Amazon, is a reinvention of radio featuring human-curated live audio shows. It’s designed to provide a seamless customer experience to listeners and creators by debuting interactive live audio shows from your favorite artists, radio DJs, podcasters, and friends. However, as a new product in a new space for […]