AWS Architecture Blog

Manny Sidhu

Author: Manny Sidhu

Manny Sidhu is an Enterprise Solutions Architect at Amazon Web Services in San Francisco Bay Area, California. Manny specializes in IoT, Generative/AI & Supply Chain. He enjoys geeking out, outdoor activities and traveling with his family.

Edge-to-cloud architecture for real-time driver monitoring using AWS IoT, Kinesis, and ML services

Optimizing fleet operations using Amazon SageMaker AI and Amazon Bedrock

In this post, we’ll explore how to maximize the value of dashcam footage through best practices for implementing and managing Computer Vision systems in commercial fleet operations. We’ll demonstrate how to build and deploy edge-based machine learning models that provide real-time alerts for distracted driving behaviors, while effectively collecting, processing, and analyzing footage to train these AI models.