Suman Debnath
Principal Machine Learning Advocate at Amazon Web Services
Suman Debnath is a Principal Machine Learning Advocate at Amazon Web Services, where he focuses on advancing Natural Language Processing (NLP), Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG). He is passionate about leveraging open-source technologies such as TensorFlow, PyTorch, Numpy, LangChain, and Pandas to drive innovation in machine learning. With a strong presence in the global AI community, Suman has spoken at over 100 international events, including PyCon, PyData, ODSC, and meetups across multiple countries. Currently, he is part of AWS's Global AI Engineering Advocacy team.
Sessions
Building AI Solutions with Multimodal Retrieval-Augmented Generation (RAG): Unifying Text, Image, and Video Search
Discover how to implement multimodal Retrieval-Augmented Generation (RAG) using Amazon Bedrock to unify text, image, and video search. Learn practical AI solutions that solve real-world challenges like document analysis and image/video content retrieval.