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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.
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29 January 2026 16:00 - 16:30
Fixing what the base model can’t: The real work behind high-quality LLMs
Large language models have transformed how we generate, retrieve, and reason with information - but driving consistent, high-quality results remains a challenge. From hallucinations and drift to weak domain grounding, output variability can limit real-world impact. This session dives into advanced strategies to fine-tune, evaluate, and stabilize LLM performance across domains. We’ll compare emerging approaches - from retrieval augmentation to memory-driven alignment and adaptive feedback loops - to show what actually moves the needle in output quality and reliability.