Artificial Intelligence
Author: Varad Ram
Varad is an Enterprise Solutions Architect supporting Advertisement and Marketing vertical at AWS. He collaborates closely with users to design scalable and operationally efficient solutions. Currently, his primary focus is on analytics and helping users maximize their return on investment in generative AI. In his free time, Varad enjoys biking with his children and playing tennis.
Building an efficient MLOps platform with OSS tools on Amazon ECS with AWS Fargate
In this post, we show you how Zeta Global, a data-driven marketing technology company, has built an efficient MLOps platform to streamline the end-to-end ML workflow, from data ingestion to model deployment, while optimizing resource utilization and cost efficiency.
Use the AWS Cloud for observational life sciences studies
In this post, we discuss how to use the AWS Cloud and its services to accelerate observational studies for life sciences customers. We provide a reference architecture for architects, business owners, and technology decision-makers in the life sciences industry to automate the processes in clinical studies. Observational studies lead the way in research, allowing you […]
Query drug adverse effects and recalls based on natural language using Amazon Comprehend Medical
In this post, we demonstrate how to use Amazon Comprehend Medical to extract medication names and medical conditions to monitor drug safety and adverse events. Amazon Comprehend Medical is a natural language processing (NLP) service that uses machine learning (ML) to easily extract relevant medical information from unstructured text. We query the OpenFDA API (an open-source API published by […]