Managing the Volatility of AI Applications

Abstract: 

In this talk, Shreya will dive into strategies for enhancing the stability and reliability of AI systems. Drawing from a wealth of real-world development experiences, she distinguishes between the tools and techniques that have yielded success and those that have fallen short. With a focus on practical insights, Shreya also casts a forward-looking eye on the horizon of AI tooling, pinpointing emerging trends and anticipated breakthroughs in the field. This talk is tailored for individuals keen on navigating the dynamic terrain of AI application development, providing a balanced mix of retrospective wisdom and proactive predictions on the evolution of open-source AI technologies.

Bio: 

Shreya Rajpal is the CEO of Guardrails AI, an open source platform developed to ensure increased safety, reliability and robustness of large language models in real-world applications. Her expertise spans a decade in the field of machine learning and AI. Most recently, she was the founding engineer at Predibase, where she led the ML infrastructure team. In earlier roles, she was part of the cross-functional ML team within Apple's Special Projects Group and developed computer vision models for autonomous driving perception systems at Drive.ai.

Open Data Science

 

 

 

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