AWS Physical AI Blog

Asif Haque

Author: Asif Haque

Asif Haque is a Senior Technical Account Manager (TAM) at AWS Enterprise Support with over 22 years of IT experience and 4+ years at AWS, guiding automotive and manufacturing enterprises through complex cloud architectures. He holds all AWS certifications, also known as Golden Jacket, and specializes in container orchestration, hybrid networking, and operational excellence for mission-critical production workloads. He is passionate about Generative AI, Physical AI, autonomous vehicles, and emerging technologies.

Build L1–4 Industrial Digital Twins with OpenUSD and SDMA on AWS

Introduction Digital twins shift manufacturing teams from reactive maintenance to predictive operations. A production-grade twin goes beyond static 3D. It ingests live data, predicts failures, and self-corrects as equipment ages. In this post, you’ll learn how to architect a multi-level digital twin on AWS using Universal Scene Description (OpenUSD) for scene composition and Spatial Data […]