MLOps London On Air: Building Res...

MLOps London On Air: Building Responsible AI with Prerna Kaul

MLOps London On Air di MLOps London
S1 · E1
31 mar 2025
47:34

Note sull'episodio

In this premiere episode of MLOps London On Air, host Alex Housley, Founder of Seldon, sits down with Prerna Kaul, Group Product Manager for GenAI at Panasonic Well, to explore the high-stakes world of AI deployment at scale and the ethical, technical, and strategic decisions shaping its future.

With over 14 years of experience in AI/ML at Amazon, Moderna, and now Panasonic, Prerna shares her journey from engineering to product leadership, and how she’s helped scale GenAI platforms in enterprise environments. She dives into strategies for building responsible AI, explains why she chose Anthropic’s Claude and the role of Constitutional AI, and unpacks the real-world challenges of compute, governance, and data. Prerna also offers practical advice on aligning AI use cases with business strategy—and shares bold predictions for the future of AI agents, enterprise adoption, and regulation. Whether you're a startup going from zero to one or scaling AI in a large enterprise, this episode is packed with valuable insights, war stories, and practical frameworks from someone who's been at the forefront of GenAI transformation.

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Parole chiave

MLOps
AI
AIOps
Machine Learning
Technology Strategy
AI strategy
AI in production
Scalable AI
Real-time machine learning
Generative AI (GenAI)
AI infrastructure
ML platform engineering