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

Generative AI Jul 22, 2025

Train a Reasoning-Capable LLM in One Weekend with NVIDIA NeMo

Have you ever wanted to build your own reasoning models such as the NVIDIA Nemotron, but thought it was too complicated or required massive resources? Think... 18 MIN READ
Decorative image.
Generative AI Jun 11, 2025

Simplify LLM Deployment and AI Inference with a Unified NVIDIA NIM Workflow

Integrating large language models (LLMs) into a production environment, where real users interact with them at scale, is the most important part of any AI... 10 MIN READ
Generative AI Feb 28, 2025

Build an AI Agent with Expert Reasoning Capabilities Using the DeepSeek-R1 NIM

AI agents are transforming business operations by automating processes, optimizing decision-making, and streamlining actions. Their effectiveness hinges on... 9 MIN READ
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