Luis de Sousa
Senior Consultant: Data & Analytics @ Syeop
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Luis de Sousa is a data and analytics consultant based in Johannesburg, South Africa. With 17 years of consulting experience with the Microsoft Data Platform, Luis has worked across a range of industries, including Financial Services, Insurance, Manufacturing, and Media. He has helped clients with data warehousing, data integration, business intelligence, and analytics projects, and has a passion for data and analytics technologies.
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Gently Exploring the Azure Databricks Lakehouse
Join us for a gentle dive into the world of the Azure Databricks Lakehouse. This talk will introduce you to the Lakehouse and the powerful capabilities and seamless integration Azure Databricks offers. During a brief demo discover how this innovative platform combines the best of data lakes and data warehouses, allowing you to efficiently process, analyze, and derive valuable insights from your data.
Building a RAG Application with Azure OpenAI and Microsoft Fabric
Learn how to build a RAG (Retrieval-Augmented Generation) application that answers any question. This presentation will guide you through using Microsoft Fabric and Azure Open AI to develop an effective question-answering system. Discover how to combine document retrieval with generating natural language answers, using Fabric AI for accessing and processing data, and Azure Open AI for refining and deploying your model. By the end, you'll be ready to get intelligent, accurate answers from your RAG application for any question you ask!
Deploying a LLM with Vector Search in Databricks
We'll delve into the cutting-edge world of Conversational AI and explore the powerful combination of technologies for deploying advanced LLM (Large Language Model) chatbots. Discover how to harness the potential of Retrieval Augmented Generation (RAG) techniques, leverage the immense capabilities of the llama2-70B model, and implement efficient Vector Search within the Databricks ecosystem. Through a live demo and insightful discussions, you'll gain practical insights into deploying highly intelligent and context-aware chatbots. Join us to unlock the future of conversational AI and take your projects to the next level with these state-of-the-art tools and techniques.
Season of AI JHB Sessionize Event
Luis de Sousa
Senior Consultant: Data & Analytics @ Syeop
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