Andy McMahon
Head of MLOps at NatWest Group and author of 'Machine Learning Engineering with Python,' transitioning from theoretical physics to the forefront of MLOps.
Best podcasts with Andy McMahon
Ranked by the Snipd community
17 snips
Aug 20, 2024 • 1h 10min
Design and Development Principles for LLMOps // Andy McMahon // #254
Andy McMahon, a Principal AI Engineer at Barclays Bank, shares his expertise on LLMOps principles, highlighting the essential shift from MLOps to managing large language models. He discusses the complexities of AI and machine learning operations, emphasizing automation and testing challenges. Andy reflects on the evolving tech landscape, stressing the importance of aligning technology with business goals and effective communication of ROI. He also notes the vital role of product managers in optimizing AI interactions to create real value for organizations.
Mar 1, 2024 • 48min
Harnessing the Power of MLOps for Business Transformation with Andy McMahon
Explore the transformative power of MLOps with Andy McMahon as he discusses the importance of operationalizing machine learning models for business impact. Learn about the evolution of MLOps, choosing between batch and streaming pipelines, challenges of generative AI, and essential software engineering skills. Discover the value of a comprehensive ML engineering book for professionals in the data science field.
