Khalid A. Al-Jabr is a reliability engineering specialist working for Saudi Aramco. He has more than 21 years of industrial experience with a focus on asset management. He is a UK Chartered Engineer in ME, Certified Reliability Leader (CRL), certified in Circular Economy, and Data Analysis. He holds a PhD in Mechanical Engineering and is an active member in different technical societies and conferences. www.aramco.com