Avinash Pathak

Avinash Pathak

Senior AI Engineer

NVIDIA

Avinash Pathak, Senior AI Engineer at NVIDIA, specializes in LLM Agents and LLM-based applications such as multimodal chatbots and GUI generation. With expertise spanning NLP and Large Language Models (LLMs), including seq2seq, LSTMs, BERT, and XLNET, he has also contributed to vision tasks like object detection and retail data analytics, developing models for the likelihood of buying and paying total price. His role at NVIDIA underscores his proficiency in cutting-edge AI technologies and his ability to innovate across diverse domains, exemplifying his commitment to advancing the field of artificial intelligence. He has two filed patents in the conversational AI field.

The Agent2Agent (A2A) protocol addresses a critical challenge in the AI landscape: enabling gen AI agents, built on diverse frameworks by different companies running on separate servers, to communicate and collaborate effectively - as agents, not just as tools. A2A aims to provide a common language for agents, fostering a more interconnected, powerful, and innovative AI ecosystem.
 
In this session, we will learn how A2A agents discover each other's capabilities, negotiate interaction modalities (text, forms, media), securely collaborate on long-running tasks, and operate without exposing their internal state, memory, or tools.

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Managing and scaling ML workloads have never been a bigger challenge in the past. Data scientists are looking for collaboration, building, training, and re-iterating thousands of AI experiments. On the flip side ML engineers are looking for distributed training, artifact management, and automated deployment for high performance

Read More

Managing and scaling ML workloads have never been a bigger challenge in the past. Data scientists are looking for collaboration, building, training, and re-iterating thousands of AI experiments. On the flip side ML engineers are looking for distributed training, artifact management, and automated deployment for high performance

Read More