AWS Architecture Blog
Author: Junjie Tang
Junjie Tang is a Sr. Principal at AWS and Gold Jacket holder, working with the largest automotive and technology companies to build production AI systems at scale. His recent research, NKI-Agent, combines domain-specific fine-tuning with a compile-verify-fix agent loop to generate hardware-optimized kernels for AWS Trainium. His research has been published at ICML 2026 and AAAI 2026. He has spoken at AWS re:Invent every year since 2017 and is an invited speaker at KDD 2026.
Field Notes: Building an Autonomous Driving and ADAS Data Lake on AWS
September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Customers developing self-driving car technology are continuously challenged by the amount of data captured and created during the development lifecycle. This is accelerated by the need to design and launch incremental feature improvements on advanced driver-assistance systems (ADAS). Efforts to […]