Sriharsha Niverty

Sriharsha Niverty focuses on AI infrastructure at NVIDIA, optimizing systems-level performance for large-scale LLM inference and training workloads. Previously, he worked on graphics application performance and architecture exploration, with an emphasis on efficient work scheduling inside the GPU.
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Posts by Sriharsha Niverty

Data Center / Cloud Jul 30, 2026

NVIDIA Exemplar Cloud: Lessons for Unlocking Full Performance on AI Infrastructure

Two AI computing clusters built from identical NVIDIA H100, GB200 NVL72, or GB300 NVL72 systems can deliver materially different training throughput. We... 12 MIN READ
Agentic AI / Generative AI Feb 18, 2026

How NVIDIA Extreme Hardware-Software Co-Design Delivered a Large Inference Boost for Sarvam AI’s Sovereign Models

As global AI adoption accelerates, developers face a growing challenge: delivering large language model (LLM) performance that meets real-world latency and cost... 15 MIN READ
A graphic of a computer sending code to multiple stacks.
Simulation / Modeling / Design Oct 22, 2021

Advanced API Performance: Async Compute and Overlap

This post covers best practices for async compute and overlap on NVIDIA GPUs. To get a high and consistent frame rate in your applications, see all Advanced API... 8 MIN READ