AWS Architecture Blog

Joel Knight

Author: Joel Knight

Joel Knight is a Solutions Architect with Amazon Web Services and is based in Calgary, Canada. Joel works with enterprise AWS customers to help them design, deploy, and scale applications to achieve their business goals. When Joel is not working, he is often chasing his toddler around the backyard.

Pre-processing pipeline architecture

Building a Scalable Document Pre-Processing Pipeline

In a recent customer engagement, Quantiphi, Inc., a member of the Amazon Web Services Partner Network, built a solution capable of pre-processing tens of millions of PDF documents before sending them for inference by a machine learning (ML) model. While the customer’s use case—and hence the ML model—was very specific to their needs, the pipeline that does […]