Mehran Maghoumi

Mehran Maghoumi is a senior deep learning developer advocate at NVIDIA, focusing on generative AI and the NeMo framework ecosystem. Prior to that, he was a senior deep learning engineer at NVIDIA, focused on parking space perception in surround camera systems for the NVIDIA DRIVE platform. He holds a PhD in Computer Science from the University of Central Florida.
Mehran Maghoumi

Posts by Mehran Maghoumi

NVIDIA NeMo Curator icon on a purple background.
Generative AI Sep 10, 2024

Streamlining Data Processing for Domain Adaptive Pretraining with NVIDIA NeMo Curator

Domain-adaptive pretraining (DAPT) of large language models (LLMs) is an important step towards building domain-specific models. These models demonstrate... 16 MIN READ
A data curator designed for dataset preparation and enhanced LLM performance.
Generative AI Jul 31, 2024

Curating Custom Datasets for LLM Parameter-Efficient Fine-Tuning with NVIDIA NeMo Curator

In a recent post, we discussed how to use NVIDIA NeMo Curator to curate custom datasets for pretraining or continuous training use cases of large language... 11 MIN READ
Generative AI May 21, 2024

Curating Custom Datasets for LLM Training with NVIDIA NeMo Curator

Data curation is the first, and arguably the most important, step in the pretraining and continuous training of large language models (LLMs) and small language... 14 MIN READ
Generative AI Mar 27, 2024

Scale and Curate High-Quality Datasets for LLM Training with NVIDIA NeMo Curator

Enterprises are using large language models (LLMs) as powerful tools to improve operational efficiency and drive innovation. NVIDIA NeMo microservices aim to... 6 MIN READ