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Avinash
Ahuja
Hyperscale Solution Architect
NVIDIA
Avinash Ahuja is a Manager of Solutions Architecture for AI Hyperscalers at NVIDIA, where he helps global enterprises and developers train and deploy large-scale language, vision, and machine learning models on advanced GPU infrastructure. Before joining NVIDIA, he worked at LinkedIn as a Machine Learning Engineer, improving search and marketplace systems through applied AI. With a master’s degree from the University of Illinois at Urbana-Champaign, Avinash combines deep technical expertise with a passion for accelerating AI innovation and developer ecosystems worldwide.
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31 October 2025 13:15 - 13:45
The secret life of an inference query
Enterprise AI doesn’t fail on model quality - it fails on access. This session uncovers the often-overlooked challenge of getting the right data, tools, and capabilities into the hands of the right people, and explores how leading teams are solving for internal fragmentation, security constraints, and usability at scale. Key learnings: → Identify the systemic access issues that limit AI impact inside large organizations → Explore strategies for bridging gaps between data, infrastructure, and end-users → Learn how to design AI platforms that balance control, security, and accessibility