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.
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Posts by Mehran Maghoumi

Agentic AI / Generative AI Oct 22, 2025

Create Your Own Bash Computer Use Agent with NVIDIA Nemotron in One Hour

What if you could talk to your computer and have it perform tasks through the Bash terminal, without you writing a single command? With NVIDIA Nemotron Nano v2,... 14 MIN READ
Agentic AI / 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.
Agentic AI / 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
Agentic AI / 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.
Agentic AI / 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.
Agentic AI / 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