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Mr. Aaron Duffus is Shale Performance Review Coordinator, IHS Markit for IHS Rushmore, a leading provider of drilling and completions solutions for the oil & gas industry. His areas of expertise include the oil & gas and energy industries, oil & gas upstream, and energy equipment and services. Mr. Duffus joined IHS Markit in 2013 as a data analyst before quickly progressing to the role of Review Coordinator and is now responsible for data collection, verification and publishing. He facilitates the IHS Rushmore annual user group meeting and customer forum. Mr. Duffus received a degree in Mathematics from the University of Aberdeen, Scotland.