Ashwin Bharambe

Software Engineer, Llamastack, Meta

Ashwin Barambe is Technical Lead for Llama Stack at Meta, driving the development and implementation of Meta's open-source AI infrastructure that powers large language model applications at scale. A contributor to Meta's Llama 3 and Llama 4 model families, with expertise in distributed systems and machine learning infrastructure. Ashwin leads the technical vision for Llama Stack, making advanced AI capabilities more accessible and efficient for developers worldwide. His work focuses on optimizing performance, scalability, and usability of the Llama ecosystem, enabling organizations to leverage state-of-the-art language models in production environments.

Ashwin Bharambe

Sessions / 2025 / 1 talk

  • In this talk, we will describe what it takes to build production grade LLM applications. Unlike regular applications, LLM applications are non-deterministic, and require a unique set of building blocks to support the full software development lifecycle from building to testing to deploying to monitoring to then improving the application. We will show how Llama Stack can be used to build and improve LLM applications in different environments – local development, cloud, on-prem, and mobile.

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