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Srinath

Godavarthi

Director, Divisional Architect

Capital One

Srinath Godavarthi is a seasoned technology leader with over 20 years of experience and held leadership positions at global technology and consulting giants, including Amazon and Accenture. Srinath has deep expertise with AI&ML technologies and is an author of “Empowering Public Sector with Generative AI”. He is passionate about applying emerging tech and innovation to solve complex business and customer problems. He has published over a dozen white papers and blogs on AI, ML, and Healthcare and is a speaker at industry conferences, including the AWS Public Sector Summit, AWS re:Invent, and the American Public Human Services Association. Passionate about giving back, Srinath is dedicated to causes that impact Veterans and children. In his spare time, he volunteers to support Veterans and empowers the next generation by teaching AI/ML technologies to high school and college students, guiding them through research projects.

05 March 2025 16:00 - 16:20

Optimizing LLM performance and output quality

Foundation models (FMs) are the building blocks of Generative AI and LLMs are a subset of FMs that are trained on trillions of words across many language tasks. While FMs and LLMs provide value out of the box for a set of tasks including content generation, summarization etc., there are a number of inherent challenges with these models. These challenges include variability of the output quality, hallucinations and the lack of domain specific knowledge. In this session, we will explore effective strategies and options to enhance LLM performance and output quality, compare and contrast these options across multiple dimensions.