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Farah Abdou – Uplimit
Building Intelligent Data Analysis Applications with OpenAI’s LLMs and Azure Cosmos DB
Session details
This session will explore the integration of Large Language Models (LLMs) from OpenAI with Azure Cosmos DB to develop intelligent data analysis applications. Learn how to enhance data insights using LLMs, leverage Azure Cosmos DB as a vector database, and orchestrate AI workflows with tools like LangChain. The session will cover practical examples, implementation strategies, and best practices for creating AI-powered applications that scale seamlessly.
Bio
I am a results-driven Machine Learning and NLP Engineer, known for my innovative solutions to complex problems. With expertise in developing end-to-end machine learning pipelines, I excel at extracting meaningful insights from large datasets and enhancing natural language capabilities. As a Microsoft Learn Student Ambassador, I manage NLP projects and contribute as an ML Engineer in healthcare projects.
Session deck: https://azurecosmosdb.github.io/azurecosmosdbconf/pptx/2024/CosDB24-FarahAbdou.pptx
I also served as a Mentor at the #AI4ALLMINDS Hackathon, recommended by Omdena Company. Certified as a Google Data Analyst, I’ve received training in public speaking through the Foundation in P.O.I.N.T program by Freestyle+. Additionally, I’ve instructed at San3aTech in the GirlsMake program supported by Chevron Company. As an Event Manager and Open Source Contributor at GirlScript Summer of Code, I’ve made significant contributions. Furthermore, I’ve authored and contributed content to a Data Analysis course at AI Planet.
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Watch Azure Cosmos DB Conf 2024 for an unparalleled learning experience, featuring a carefully curated lineup of 20+ sessions, including exclusive on-demand presentations and a dynamic three-hour live show. Our sessions, delivered by Azure Cosmos DB product managers, Microsoft experts, and esteemed community leaders, are tailored for today’s tech professionals in concise 15-minute formats. Read More Microsoft Developer
