AWS for Industries

Steven Miller

Author: Steven Miller

Steve is Principal Consultant at AWS Professional Services. He is passionate about data science and data engineering in the automotive and motorsports industries and works side-by-side with clients to deliver game-changing solutions.

Existing Warranty Claim Analysis Process_Figure 2

How Machine Learning on AWS can help customers predict the risk of Automotive Part Recalls

This blog focuses on a potential method to use Long Short Term Memory (LSTM) machine learning models to help customers predict parts that are likely to become defects or recalls. Specifically, we show how predictions generated from an LSTM may provide customers with early indicators that generally out-perform existing manual processes and can help assist […]