Posts by Flavia Giammarino

Deploying a baseline time series forecasting agent with Strands Agents and Amazon Bedrock AgentCore

26 March 2026
Time Series Agents
Amazon Chronos
Amazon Bedrock
Strands Agents
Architecture diagram showing a user communicating with a Strands agent hosted on Amazon Bedrock AgentCore Runtime, which uses Claude Sonnet 4.6 as the language model and invokes Chronos on Amazon Bedrock as a time series forecasting tool.

Building a time series forecasting assistant with Amazon Bedrock and LibreChat

15 March 2026
Time Series Foundation Models
Amazon Chronos
Amazon Bedrock
LibreChat
Architecture diagram showing a user interacting with LibreChat, which routes requests to Claude Sonnet 4.6 on Amazon Bedrock to query a ClickHouse database and generate forecasts using Chronos on Amazon Bedrock.

Zero-shot time series forecasting with Chronos using Amazon Bedrock and ClickHouse

22 August 2025
Time Series Foundation Models
Amazon Chronos
Amazon Bedrock
Architecture diagram showing Chronos on Amazon Bedrock integrated with ClickHouse in AWS Lambda.

Deploying liquid neural networks to Amazon SageMaker

06 September 2023
Time Series Deep Learning
Amazon SageMaker
Custom Amazon SageMaker algorithm architecture with ECR training and inference images.