AWS for Industries
Author: Ajay Singh
Ajay Singh is a senior Energy consultant with AWS Energy & Utilities. He has 15 years of experience working with Oil & Gas upstream and downstream industry with focus on utilizing business data to build machine learning models and impact business decisions. He has published more than 25 technical papers and holds multiple patents. He enjoys doing DIY projects and spending time with family.
Intelligent rig operations classification with HITL on AWS
In the oil and gas industry, rig reports are essential for monitoring the performance and operations of drilling rigs. These reports contain a vast amount of unstructured data, including comments from rig personnel regarding rig activities such as drilling progress, equipment maintenance, process interruptions, and safety observations (Figure 1). In blog #1, we discussed a […]
Scalable rig-report-processing solution on AWS
Introduction Daily rig reports, such as drilling, completion, and workover reports, are critical to the oil and gas industry because they provide important information about all rig operations (Figure 1) and help maintain operational efficiency and safety. However, manually processing these reports can be a daunting task, especially given the large volumes of drilling and […]