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Huma
Lodhi
Principal Machine Learning Engineer
Sky
Huma is a principal Machine Learning Engineer in Sky UK. An important aspect of her work is the responsible use of AI and Machine Learning in product development for delighting the customers. She brings over 20 years of expertise in the field of Artificial Intelligence across both industry and academia. An accomplished leader, she has hands-on experience in the development and application of AI in domains ranging from insurance to media. She has a PhD in Machine Learning from university of London. She is a co-editor of two books and has published many research articles in leading AI & Machine Learning journals and conferences.
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02 December 2025 12:00 - 12:30
Panel | From pilot to production: Building enterprise-ready AI systems
Running a generative AI pilot is one thing, turning it into a secure, scalable system is another. In this panel, engineering leads share how they’re architecting production-ready GenAI systems within complex enterprise environments. From infrastructure choices and API orchestration to data governance, latency trade-offs, and model oversight, we’ll explore the design decisions, tooling, and guardrails needed to move from experiment to enterprise-grade. → Strategies for scaling GenAI with the right technical foundations and internal controls. → How to navigate cross-functional demands from compliance, risk, and platform teams.