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Pete Hampton

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Principal Software Engineer ClickHouse

Pete Hampton is a Principal Engineer at ClickHouse, where he focuses on AI/ML initiatives and previously led the development of ClickPipes, the company's data ingestion pipeline, and cloud infrastructure platform. With over 8 years of experience in distributed systems and data-intensive applications, Pete specializes in software design using Java, C++, Go, and TypeScript.

Prior to ClickHouse, Pete worked as a Data Engineer at Elastic building security intelligence systems and as a Software Engineer at Citi developing derivatives trading platforms.

Bio from: Big Data LDN 2025

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Site Reliability Engineers spend countless hours diagnosing complex production issues and optimizing system performance. This talk explores how Large Language Models can augment SRE workflows with real-world examples.

We'll also demonstrate live tooling that leverages AI to optimize database configurations - automatically recommending ordering keys, generating materialized views, and suggesting performance improvements based on query patterns and system metrics.

Rather than theoretical possibilities, this talk focuses on practical implementations with measurable results. Attendees will learn actionable strategies for integrating LLMs into their SRE workflows, understand the current boundaries of AI effectiveness in operations, and see concrete examples of tooling already delivering value in production environments.