Haleh Najafzadeh

AI-powered systems are revolutionizing how organizations develop and verify architectural guidance, replacing time-intensive manual processes. This chalk talk demonstrates how AI technologies generate strategic recommendations, design principles, and best practices at scale.

Technologists and practitioners who develop and deploy workloads using fast-growing cloud technologies prefer to start with established, consistent, and repeatable best practices and guidelines using the AWS Well-Architected Framework, rather than learning through trial and error.

Machine learning (ML) engineers and practitioners developing custom ML models on cloud technologies prefer to start from established guidelines rather than learning through trial and error. In this chalk talk, learn about the Machine Learning Lens for the AWS Well-Architected Framework, which provides an established, consistent, and repeatable set of best practices.