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Derek Graeber

Machine Learning and Analytics at Amazon Web Services

Derek Graeber

Derek Graeber is a Senior ML and Analytics Engineer - Customer Engineering at Amazon Web Services (AWS) based in Philadelphia, PA.345 He has over 500 connections on LinkedIn.3

Derek previously worked as a Senior Engineer focusing on Analytics and AI/ML workloads at AWS.12 As an engineer and architect, he focused on designing, developing and deploying solutions for customers.12

Some of Derek's key contributions at AWS include:

  • Developing a reference architecture for advanced driver-assistance systems (ADAS) data lake1
  • Creating a blog series with GitHub repositories covering automated scene detection pipelines, running workloads on Amazon Managed Workflow for Apache Airflow (MWAA), automated image processing and model training pipelines, and visualization of ROS Bag Data1
  • Industrializing the Autonomous Driving Data Framework (ADDF) solution which offers pre-built sample data, centralized data storage, data processing pipelines, visualization mechanisms, search interface, simulation workload, analytics interfaces, and prebuilt dashboards1
  • Describing how to run Nvidia's Eureka on AWS and use Amazon Bedrock for Large Language Models (LLMs) to help robotics customers scale simulation/training processes, visualize robot simulation/training, and generate reward functions2

Derek received his education from the Georgia Institute of Technology.3 He is active on LinkedIn, having made a post about the SeedFarmer Workshop - Getting Started in January 2024.6

Highlights

Jul 23 · aws.amazon.com
How to expansively train Robot Learning by Customers on AWS ...
How to expansively train Robot Learning by Customers on AWS ...
Jun 24 · aws.amazon.com
Develop and deploy a customized workflow using Autonomous ...
Develop and deploy a customized workflow using Autonomous ...

Related Questions

What specific projects has Derek Graeber worked on at AWS?
How does Derek Graeber contribute to the development of AWS's Autonomous Driving Data Framework (ADDF)?
What are some key technologies Derek Graeber focuses on in his role at AWS?
Can you provide examples of Derek Graeber's work in AI/ML at AWS?
How does Derek Graeber's work impact the robotics industry on AWS?
Derek Graeber
Derek Graeber, photo 1
Derek Graeber, photo 2
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Location

Philadelphia, Pennsylvania, United States