Analytics AWS System Architecture 
AWS Machine Learning Blog
OCTOBER 14, 2024
In this post, we show how to create a multimodal chat assistant on Amazon Web Services (AWS) using Amazon Bedrock models, where users can submit images and questions, and text responses will be sourced from a closed set of proprietary documents. This may be useful for later chat assistant analytics. us-east-1 or bash deploy.sh
JUNE 18, 2025
How generative AI can help Generative AI has revolutionized threat modeling by automating traditionally complex analytical tasks that required human judgment, reasoning, and expertise. Drawing from extensive security databases like MITRE ATT&CK and OWASP , these models can quickly identify potential vulnerabilities across complex systems.
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Dataconomy
JUNE 18, 2025
Data integration involves the systematic combination of data from multiple sources to create cohesive sets for operational and analytical purposes. Feeding data for analytics Integrated data is essential for populating data warehouses, data lakes, and lakehouses, ensuring that analysts have access to complete datasets for their work.
APRIL 23, 2025
Solution overview The NER & LLM Gen AI Application is a document processing solution built on AWS that combines NER and LLMs to automate document analysis at scale. The system then orchestrates the creation of necessary model endpoints, processes documents in batches for efficiency, and automatically cleans up resources upon completion.
AWS Machine Learning Blog
NOVEMBER 26, 2024
Let’s transition to exploring solutions and architectural strategies. Approaches to researcher productivity To translate our strategic planning into action, we developed approaches focused on refining our processes and system architectures. He has a passion for continuous innovation and using data to drive business outcomes.
AWS Machine Learning Blog
SEPTEMBER 6, 2024
Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.
AWS Machine Learning Blog
JANUARY 10, 2024
ML Engineer at Tiger Analytics. In this post, we discuss how the AWS AI/ML team collaborated with the Merck Human Health IT MLOps team to build a solution that uses an automated workflow for ML model approval and promotion with human intervention in the middle. This post is co-written with Jayadeep Pabbisetty, Sr.
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