Reactive Machines
Democratizing business intelligence: BGL’s journey with Claude Agent SDK and Amazon Bedrock AgentCore
February 3, 2026
Democratizing business intelligence: BGL’s journey with Claude Agent SDK and Amazon Bedrock AgentCore
This post is cowritten with James Luo from BGL. Data analysis is emerging as a high-impact use case for AI…
Use Amazon Quick Suite custom action connectors to upload text files to Google Drive using OpenAPI specification
February 3, 2026
Use Amazon Quick Suite custom action connectors to upload text files to Google Drive using OpenAPI specification
Many organizations need to manage file uploads across different cloud storage systems while maintaining security and compliance. Although Google Drive…
Agentic AI for healthcare data analysis with Amazon SageMaker Data Agent
February 3, 2026
Agentic AI for healthcare data analysis with Amazon SageMaker Data Agent
Performing research and clinical analytics on vast amounts of clinical data can be difficult. Healthcare data scientists and epidemiologists possess…
Global Learning-Based Sequence Reinforcement Design for Polar Codes
February 3, 2026
Global Learning-Based Sequence Reinforcement Design for Polar Codes
To advance Polar code design for 6G applications, we develop a learning-based universal sequence design framework that is scalable and…
How Clarus Care uses Amazon Bedrock to deliver conversational contact center interactions
February 2, 2026
How Clarus Care uses Amazon Bedrock to deliver conversational contact center interactions
This post was cowritten by Rishi Srivastava and Scott Reynolds from Clarus Care. Many healthcare practices today struggle with managing…
Finding the Best Gradient Boosting Method
February 1, 2026
Finding the Best Gradient Boosting Method
One of the best-performing algorithms in machine learning is the boosting algorithm. These are characterised by good predictive abilities and…
Amazon Machine Learning Project: Sales Data in Python
January 31, 2026
Amazon Machine Learning Project: Sales Data in Python
Machine learning projects work best when they connect theory to real business outcomes. In e-commerce, that means better revenue, smoother…
Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI
January 30, 2026
Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI
Evaluating the performance of large language models (LLMs) goes beyond statistical metrics like perplexity or bilingual evaluation understudy (BLEU) scores.…
Simplify ModelOps with Amazon SageMaker AI Projects using Amazon S3-based templates
January 30, 2026
Simplify ModelOps with Amazon SageMaker AI Projects using Amazon S3-based templates
Managing ModelOps workflows can be complex and time-consuming. If you’ve struggled with setting up project templates for your data science…
Supervised Learning with Gaussian Processes
January 30, 2026
Supervised Learning with Gaussian Processes
Self supervised learning (SSL) is a machine learning system in which models learn to understand the underlying structure of data…