Your First MLOps System: What Does Good Look Like? with Andy McMahon
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#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 positioned…
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's…
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 fa…
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 engineering…
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
Ishbel…
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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 the…
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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 ident…
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