Apoorva Joshi

Dive deep into how Novartis architected their regulated NextGen clinical trial data platform using AWS services including Amazon S3, Databricks on AWS, Amazon Sagemaker, and AWS RDS. Explore their AWS-based clinical landscape, implementation of data lake patterns, and legacy system modernization approach.

In this hands-on workshop, you will build a multimodal AI agent capable of processing mixed-media content—from analyzing charts and diagrams to extracting insights from documents with embedded visuals.

RAG & LLM Frameworks: This panel will feature a 30-minute discussion featuring founders and engineering leaders from four companies leading the way in AI right now — MongoDB, Cohere, LlamaIndex, and Together AI. We will have 10 minutes toward the end for the audience to ask questions to the panelists.

Open Models: In this 2 hour workshop, we will build an AI research agent that can search for research papers, summarize them, and answer questions on topics based on past research. We will use MongoDB as the agent's memory provider and knowledge store, open-source LLMs as the agent’s “brain”, and LangChain to orchestrate the end-to-end agentic workflow.

“Search and information retrieval systems have long embraced AI and Machine Learning to improve efficiency and relevance, but the converse hasn’t been true until recently. And this is no surprise.