AWS Architecture Blog

Raju Patil

Author: Raju Patil

Raju Patil is a Data Scientist in AWS Professional Services. He builds and deploys AI/ML solutions to help AWS customers overcome business challenges including computer vision, time-series forecasting, and predictive analytics use cases across financial services, telecom, and healthcare. He led data science teams in Advertising Technology and computer vision and robotics R&D initiatives. He enjoys photography, hiking, travel, and culinary exploration.

Machine Learning Lens

Introducing the latest Machine Learning Lens for the AWS Well-Architected Framework

Today, we are delighted to introduce the latest version of the AWS Well-Architected Machine Learning (ML) Lens whitepaper. The AWS Well-Architected Framework provides architectural best practices for designing and operating ML workloads on AWS. It is based on six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and—a new addition to this revision—Sustainability. The […]