# Andy Mcmahon

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Your First MLOps System: What Does Good Look Like? with Andy McMahon

Subscribe to our YouTube channel to watch this episode! Learn more about Andy: Andy’s LinkedIn Andy’s Twitter Episode Resources: NatWest Group’s LinkedIn NatWest Group’s Website AI Right Podcast If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Fol‮…

#004 - Kubernetes For Humans Podcast with Andy McMahon (NatWest Group)

Andrew P. McMahon is a data scientist and machine learning engineer with several years of experience leading teams that deliver value using cutting-edge technology. He specializes in helping organizations take their initial machine learning and data proof-of-concept solutions through to production‮…

Harnessing the Power of MLOps for Business Transformation with Andy McMahon

Discover the transformative power of Machine Learning Operations (MLOps) as we sit down with Andy McMahon, the head of MLOps at NatWest Group and author of "Machine Learning Engineering with Python." Andy's transition from the world of theoretical physics to the cutting edge of MLOps has positione‮…

How LLM’s have changed MLOps with Andy McMahon

What is LLM and ML Ops? How has the field of MLOps changed with the introduction of LLM models? What is the emerging field of Prompt Ops? How should we measure the effectiveness of our models in production? To answer these questions, we invited MLOps expert Andrew McMahon to chat.Check out Andrew'‮…

Impact with Andy McMahon

Impact in Data projects is the alpha and the omega. It’s the reason why the Data function exists in the first place and the factor that causes so many people to study and work so hard to enter the industry. However, it’s not all plain sailing. When data projects go wrong, it’s often because they f‮…

Design and Development Principles for LLMOps // Andy McMahon // #254

Design and Development Principles for LLMOps // MLOps Podcast #254 with Andy McMahon, Director - Principal AI Engineer at Barclays Bank. A huge thank you to SAS for their generous support! // Abstract As we move from MLOps to LLMOps, we need to double down on some fundamental software engineerin‮…

From Strava to Strategy

Your next coffee-break listen! Before Kris laced up for the Glasgow Marathon, we sat down with Ishbel Softley and Andy McMahon to talk sport, AI, and personal health, with some sharp, newsy takes on the future of tech in sport! Guests Andy McMahon — Principal Engineer, AI & MLOps @ Barclays Ishbe‮…

The AI Leader’s Playbook for What Actually Works With Andy McMahon, Director of AI & MLOps Engineering at Barclays

In this episode of A Class Act, Michael sits down with Andy McMahon, Director of AI & MLOps Engineering at Barclays, Oxford lecturer, and author of Machine Learning Engineering with Python. Andy went from a physics PhD at Imperial College to leading AI engineering at one of the world’s largest ban‮…

How a 200-Year-Old Bank Deploys AI Agents

Andy McMahon, Principal AI Engineer at Barclays, shares how a 200-year-old bank is deploying autonomous agents inside one of the most heavily regulated environments in the world. He argues that observability and kill switches matter more than raw capability, and that the real test isn't whether th‮…

The Fishbowl Problem: Agent Identity Across Clouds and Vendors, with Andy McMahon (Barclays)

Andy McMahon, Director and Principal AI & MLOps Engineer at Barclays, joins us to talk about what it actually takes to move an agent from prototype to production inside a 200-year-old bank. His name for the core problem is the fishbowl: every platform, vendor, and runtime arrives with its own iden‮…