Opportunities and Challenges of Self-Hosting LLMs // Meryem Arik // AI in Production Conference

// Abstract
LLM deployment is notoriously tricky, leaving ML teams with little time left to focus on driving business value. So what can we do? If you run or are a part of a data science team working with LLMs, this one’s for you.

// Bio
Meryem is a former physicist turned tech entrepreneur. She is the co-founder and CEO of TitanML, TitanML solves the core infrastructural problems of building and deploying Generative AI so customers build better enterprise applications …

abstract bio business business value challenges conference data data science data science team deployment driving focus for you hosting llm llms opportunities part production science team teams value