talk-data.com
Activities & events
| Title & Speakers | Event |
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Agent observability 101: Evaluating output and behaviour of your agents
2025-04-10 · 21:45
Ignacio Garcia
– CIO Italy & Global Data & Analytics Director
@ Vodafone
,
Hussain Chinoy
– Technical Solutions Manager, Generative AI
@ Google Cloud
,
Alan Blount
– Product Manager
@ Google Cloud
Want to control the output of your AI agents? This session explores essential Agent Ops practices, including metrics-driven development, large language model (LLM) evaluation with retrieval-augmented generation (RAG) and function calling, debugging with Cloud Trace, and learning from human feedback. Learn how to optimize agent performance and drive better business outcomes. |
Google Cloud Next '25
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Global AI Bootcamp
2025-03-06 · 09:00
Global AI Bootcamp taking place in London. If you are an AI enthusiast and love learning more about Azure AI, then this event is perfect for you. 09:30 - 09:45 Welcoming (15 mins) 09:45 - 10:20 Speaker 1 - Opening Keynote - Amy Boyd - Senior Cloud Developer Advocate in AI/ML at Microsoft Session: To be Confirmed 10:20 - 10:45 Speaker 2 - Nathaniel Okenwa (He/Him) Developer Evangelist @twilio / Wannabe Dev-Rel Superstar / Loves: Coding Session: Preventing Skynet: Managing Trust with AI Agents In this talk, we’ll explore the practical dangers of AI agent infrastructure, discuss strategies to safeguard your systems, and provide a comprehensive safety checklist to help you build responsibly. Together, we can prevent the singularity. Remember: The future is not set. There is no fate but what we make for ourselves. 10:45 - 11:10 Speaker 3 - Rahul Basu - Senior Software Engineer at Warner Bros. Discovery Session: AI, Hollywood, and the Metaverse – A Synergistic Future Artificial intelligence is set to become the backbone of the metaverse, merging physical and digital realities into immersive experiences. This session explores how AI is transforming storytelling, character creation, and interactive content, revolutionizing the entertainment industry. From generative AI-powered narratives to real-time digital actors, we’ll examine how Hollywood and gaming companies are leveraging AI to redefine engagement. Drawing from his experience architecting Max, Warner Bros. Discovery’s global streaming platform, Rahul Basu will share insights into how AI is being used by top media companies to power next-gen content creation. Attendees will learn about AI-driven MLOps frameworks, synthetic media production, and the tools shaping the future of the entertainment industry. Whether you’re a developer, AI enthusiast, creative, or media executive, this session will provide practical knowledge and real-world use cases on how AI is reshaping the future of entertainment. 11:10 - 11:30 Break (15 mins) 11:30 - 12:15 Speaker 4 - Guy Gregory - Partner Solution Architect@Microsoft specialising in Azure AI. Session: Introducing Azure AI Agent Service In this session, we’ll introduce the Azure AI Agent Service, a set of feature-rich, managed capabilities that brings together all the models, data, tools, and services that partners and customers need to automate business processes of any complexity. Here’s what we’ll cover:
12:15 - 13:00 Speaker 5 - Manuel Sanchez Rodriguez Director - Azure App Modernisation at NTT DATA \| Microsoft MVP Azure & AI Platform and Sergio Sisternes Senior Director - Head of Cloud Native Solutions at NTT DATA Session: The Age of Agents: Modernising Your Applications Join us for an exciting session, "The Age of Agents: Modernising Your Applications" with Azure and Azure OpenAI, where you'll discover how to transform and modernise your applications using the powerful capabilities of Azure and Azure OpenAI. Learn how intelligent agents can enhance performance and user experience, explore practical demonstrations of seamless integration, and get a comprehensive guide on overcoming common challenges. Whether you're a developer, IT professional, or tech enthusiast, this session will equip you with the knowledge and tools to stay ahead in the rapidly evolving tech landscape. Don't miss this opportunity to unlock your applications' full potential with Azure and Azure OpenAI. 13:00 - 14:00 Lunch Break ( 14:00 - 14:45 Speaker 6 - Clifford Agius - Freelance Developer that just so happens to fly an Airbus A320 around the Europe. Session: Could a Co-Pilot be an Aircraft Co-Pilot Welcome aboard, fellow travelers! In this talk, we’re strapping on our metaphorical aviator goggles and diving into the cockpit to explore the fascinating world of AI Co-Pilots and could they and more importantly should they be used in a real world flight deck? Buckle up, because this flight is about to get bumpy—in a purely intellectual turbulence kind of way. Using aircraft incidents and accidents we will see if an AI Co-Pilot would have saved the day... If you have a fear of flying maybe skip this one but I will say before you run out that none of the accidents are fatal so nothing to be scared of.... You don't need to be an AI specialist or even know anything about it, as we are just exploring the decisions pilots have to make in very limited timescales with limited information and throwing in some human factors to spice it up a bit. These are all good skills you can use in any decision making at work. The aim of this session is to hopefully show you that AI can help but should we use it? You will walk away knowing a bit about AI and have some fun geeking out on aviation. 14:45 - 15:10 Speaker 7 - Ayca Bas - Senior Cloud Developer Advocate@Microsoft Session: RAG and Knowledge Retrieval Fundamentals In this session, we are going to talk about what is Retrieval Augmented Generation and why It’s a Game Changer. We'll also learn the fundamentals of search indexing and talk about Vector Search 101: Revolutionizing Retrieval with AI. 15:10 - 15:55 Speaker 8 Dieter Gobeyn - Enterprise Integration Architect & Azure Cloud Solutions Architect Session: Azure OpenAI Unplugged: Real-World Lessons from My Latest GenAI Project Thinking of using Azure OpenAI in production? In this session, I’ll share detailed hard-earned lessons from my latest GenAI project, where I combined Azure OpenAI GPT-4 with data integration workflows. As both a solution architect and hands-on developer, I’ll walk you through what worked, what flopped, and what I wish I knew earlier. We’ll dive into managing costs, securing data, reducing hallucinations, fine-tuning prompts, and keeping token usage in check. Whether you’re exploring AI or scaling it, this session is packed with tips to help you avoid pitfalls and build smarter, more efficient AI solutions. 16:00pm - Closing Keynote Lee Stott - Principal Cloud Advocate Manager@Microsoft Session: Device Intelligence with SLM: A Path to Edge Deployment and Cloud Integration In today’s fast-paced tech landscape, many organisations aim to enhance device intelligence and responsiveness. This presentation highlights the crucial role of Small Language Models (SLM) in solving business problems and improving device capabilities. By fine-tuning SLM, you can achieve optimal performance and adaptability. We will compare SLM with Large Language Models (LLM), showing why SLM is better suited for organisation’s needs. The importance of customization in fine-tuning these models will be emphasized. A key focus will be on deploying these models on edge devices for real-time processing and decision-making, boosting device intelligence and positioning your organisation as an innovation leader. The presentation will provide a roadmap for implementation, from cloud development to deployment across platforms. Using Azure, organisations can ensure seamless integration and IP ownership, gaining a competitive edge. Discover how your organisation can leverage SLM to revolutionize its devices and lead in intelligent technology. By registering for this in person event you are agreeing to have your e-mail shared with building security for building access. Your privacy is important to us. This privacy statement explains the personal data Microsoft processes, how Microsoft processes it, and for what purposes. You can view our full privacy statement here: https://privacy.microsoft.com/privacystatement |
Global AI Bootcamp
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AI Meetup (October): AI, GenAI and LLMs
2024-10-17 · 21:30
** Important RSVP here (Due to room capacity and building security, you must pre-register at the link for admission.) Description: Welcome to our in-person AI meetup in New York. Join us for deep dive tech talks on AI, GenAI, LLMs and ML, hands-on workshops, food/drink, networking with speakers and fellow developers. Speakers/Topics: Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics Tech Talk: Unleashing Data Magic: Vector Databases and RAG Demystified Speaker: Art Anderson (Aerospike) Abstract: Dive into the world of vector databases and Retrieval Augmented Generation (RAG) as we explore how we built a practical application and the challenges we faced. Discover how semantic search can enrich data, enabling recommendation engines, fraud detection, and more. Learn how these technologies can fit into your current applications and data, sparking new ideas for innovation. Tech Talk: Step-by-Step RAG 101 Speaker: Tim Spann (Zilliz) Abstract: In this tutorial, we describe and show every step in building your own local RAG application using Milvus, LangChain, Ollama and Llama 3.x. At the end of the talk, you will have a working RAG application. We will also cover tips and techniques to upgrade to more advanced RAG apps. Tech Talk: Generative AI Orchestration: Unlocking Creative Potential Speaker: Ram Durbha (Orkes) Abstract: Managing complex workflows in autonomous systems poses significant challenges as they scale. This talk explores strategies for optimizing agent-based architectures, where multiple agents interact and adapt in dynamic environments. Key topics include: 1) Distributed decision-making and coordination; 2) Bottlenecks; 3) Adaptive workflow reconfiguration and resilience; and 4) Real-world applications. Sponsors: We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsor. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 20,000+ AI developers in New York or 400K+ worldwide. Community on Slack/Discord
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AI Meetup (October): AI, GenAI and LLMs
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An intro to RAGHack
2024-09-03 · 16:30
An intro to RAGHack, a global hackathon to develop apps using LLMs and RAG. A large language model (LLM) like GPT-4 can be used for summarization, translation, entity extraction, and question-answering. Retrieval Augmented Generation (RAG) is an approach that sends context to the LLM so that it can provide grounded answers. RAG apps can be developed on Azure using a wide range of programming languages and retrievers (such as AI Search, Cosmos DB, PostgreSQL, and Azure SQL). Get an overview of RAG in this session before diving deep in our follow-up streams. |
RAG 101: Retrieval Augmented Generation
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RAG 101: Retrieval Augmented Generation
2024-09-03 · 16:30
An intro to RAGHack, a global hackathon to develop apps using LLMs and RAG. A large language model (LLM) like GPT-4 can be used for summarization, translation, entity extraction, and question-answering. Retrieval Augmented Generation (RAG) is an approach that sends context to the LLM so that it can provide grounded answers. RAG apps can be developed on Azure using a wide range of programming languages and retrievers (such as AI Search, Cosmos DB, PostgreSQL, and Azure SQL). Get an overview of RAG in this session before diving deep in our follow-up streams. 📌 Check out the RAGHack 2024 series here! Pre-requisites: - Read the official rules and join the hack at https://aka.ms/raghack. No Purchase Necessary. Must be 18+ to enter. Contest ends 9/16/24.
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RAG 101: Retrieval Augmented Generation
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