Vinay Raman

Vinay Raman is a senior deep learning scientist at NVIDIA. He spearheads projects spanning text-based and multimodal retrieval-augmented generation (RAG), LLM customization, and synthetic data generation, along with building generative AI solutions for a variety of enterprise use cases in different domains. He has an academic background in Applied Math with a PhD from MIT in computational physics. He has extensive experience working on computer vision and NLP applications pertaining to document understanding in the finance industry and the oil & gas industry.
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Posts by Vinay Raman

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Data Center / Cloud

Concept?Driven AI Teaching Assistant Guides Students to Deeper Insights

In today's educational landscape, generative AI tools have become both a blessing and a challenge. While these tools offer unprecedented access to information,... 8 MIN READ
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Generative AI

Evaluating and Enhancing RAG Pipeline Performance Using Synthetic Data?

As large language models (LLM) gain popularity in various question-answering systems, retrieval-augmented generation (RAG) pipelines have also become a focal... 11 MIN READ
Generative AI

Advanced RAG Techniques for Telco O-RAN Specifications Using NVIDIA NIM Microservices

Mobile communication standards play a crucial role in the telecommunications ecosystem by harmonizing technology protocols to facilitate interoperability... 8 MIN READ