Resources

Optimize Workflow, Foster Collaboration, and Enhance Reliability
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Oil & Gas

Building Credibility Through Reliability: Lessons from Ali Elsalaymeh at Bristol Myers Squibb

For Ali Elsalaymeh, reliability isn’t a buzzword; it’s a culture. As Associate Director of Maintenance Excellence at Bristol Myers Squibb, Ali brings a grounded, no-nonsense approach to solving real-world problems. From his early days as a design engineer to leading asset management across pharmaceutical and industrial sites, his journey is a case study in doing the fundamentals well. Ali shares

by Sebastian Traeger

August 19, 2025

Oil & Gas

AI in Reliability: How Allen Garcia is Blending Mechanical Engineering and Machine Learning at Baker Hughes

Today’s reliability work isn’t just about machines anymore; it’s about using AI to make faster, smarter calls. Recently, we sat down with Allen Garcia, a mechanical engineer at Baker Hughes and a PhD candidate at the University of Maryland focusing on AI in engineering. Allen knows both worlds: the nuts-and-bolts side of design, and now, how machine learning can shake
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