Dhruv Nandakumar

Dhruv Nandakumar is a solutions architect who specializes in assisting customers to harness the power of NVIDIA AI Enterprise for building advanced, scalable, GPU-accelerated pipelines tailored for cybersecurity data processing and AI workloads. Prior to joining NVIDIA, Dhruv was a published deep learning researcher, developing advanced methods for cyber threat detection, adversarial simulation, and automated security response. His primary areas of expertise include deep reinforcement learning, anomaly detection, natural language processing, and deep representation learning.
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Posts by Dhruv Nandakumar

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Cybersecurity

Applying Autoencoder-Based GNNs for High-Throughput Network Anomaly Detection in NetFlow Data

As modern enterprise and cloud environments scale, the complexity and volume of network traffic increase dramatically. NetFlow is used to record metadata about... 9 MIN READ
Generative AI

Extending the NVIDIA Agent Intelligence Toolkit to Support New Agentic Frameworks

NVIDIA Agent Intelligence toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents. It focuses on enabling developers to... 12 MIN READ
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Generative AI

Build an Agentic Video Workflow with Video Search and Summarization

Building a question-answering chatbot with large language models (LLMs) is now a common workflow for text-based interactions. What about creating an AI system... 11 MIN READ
Person looking at multiple monitors.
Cybersecurity

Augmenting Security Operations Centers with Accelerated Alert Triage and LLM Agents Using NVIDIA Morpheus

Every day, security operation center (SOC) analysts receive an overwhelming amount of incoming security alerts. To ensure the continued safety of their... 7 MIN READ