Tanay Varshney

Tanay Varshney is a senior developer advocate engineer at NVIDIA responsible for a wide range of DL software products. He has a master's degree in computer science from New York University focused on the cross section of computer vision, data visualization, and urban analytics.
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Posts by Tanay Varshney

Generative AI Apr 08, 2025

Build Enterprise AI Agents with Advanced Open NVIDIA Llama Nemotron Reasoning Models

This updated post was originally published on March 18, 2025. Organizations are embracing AI agents to enhance productivity and streamline operations. To... 12 MIN READ
Generative AI Mar 18, 2025

NVIDIA NeMo Retriever Delivers Accurate Multimodal PDF Data Extraction 15x Faster

Enterprises are generating and storing more multimodal data than ever before, yet traditional retrieval systems remain largely text-focused. While they can... 11 MIN READ
Generative AI Mar 06, 2025

How Using a Reranking Microservice Can Improve Accuracy and Costs of Information Retrieval

Applications requiring high-performance information retrieval span a wide range of domains, including search engines, knowledge management systems, AI agents,... 8 MIN READ
Generative AI Dec 16, 2024

An Easy Introduction to Multimodal Retrieval-Augmented Generation for Video and Audio

Building a multimodal retrieval-augmented generation (RAG) system is challenging. The difficulty comes from capturing and indexing information from across... 12 MIN READ
Decorative image of a person looking at a laptop with an overlay of the NVIDIA NIM logo.
Generative AI Aug 28, 2024

Build an Enterprise-Scale Multimodal PDF Data Extraction Pipeline with an NVIDIA AI Blueprint

Trillions of PDF files are generated every year, each file likely consisting of multiple pages filled with various content types, including text, images,... 8 MIN READ
An illustration representing text retrieval pipelines for RAG.
Generative AI Jul 23, 2024

Develop Production-Grade Text Retrieval Pipelines for RAG with NVIDIA NeMo Retriever 

Enterprises are sitting on a goldmine of data waiting to be used to improve efficiency, save money, and ultimately enable higher productivity. With generative... 6 MIN READ