Accelerate ML Production with Agents // Salma Mayorquin // AI in Production Conference

// Abstract
Large language models (LLMs) can unlock great productivity in software engineering, but it's important to acknowledge their limitations, particularly in generating robust code. This talk, "Accelerate ML Production with Agents," discusses applying the abstraction of LLMs with tools to tackle complex challenges. Agents have the potential to streamline the orchestration of ML workflows and simplify customization and deployment processes.

// Bio
Salma is an expert in machine learning and skilled in advising MLOps strategies for small teams to …

abstract abstraction agents challenges code conference engineering language language models large language large language models limitations llms production productivity robust software software engineering talk tools