Kim Berg
Lead Architect Data/AI Platform & Cloud Solutions @Sogeti | Microsoft AI MVP
Norrköping, Sweden
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☁ Azure focused solution architect that loves to design innovative solutions and getting them to production.
🗣 Spreading the knowledge I've gained by speaking at public conferences and mentoring.
Started the IT career as an operations technician hosting data centers, but found my love for the cloud around 7 years ago.
Started specializing within Azure and the passion grew.
Currently working with Enterprise scale AI, Machine Learning and IoT solutions and platforms with large enterprise clients based in Sweden.
Part of the Microsoft Responsible AI Innovation Center in Sweden.
Contributor to the open source initiative Enterprise Scale Machine Learning (ESML).
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What's possible with Azure OpenAI?
So you have seen and heard about GPT, DALL·E, Whisper and other models, but what can you actually use them for?
With Azure OpenAI it's possible to leverage these models together with the different services in Azure. Azure OpenAI also offer built-in responsible AI and you can utilize enterprise-grade Azure security.
This session will show some examples on how you can use this powerful offering and give you ideas on what's possible!
Productionize Machine Learning on Azure
Machine Learning (ML) has gained widespread adoption among companies, exploring use-cases and serving as a powerful tool for unlocking value.
Getting ML projects from experimentation to production remains a formidable challenge for most organizations.
In this session, I will introduce a solution accelerator designed to address this very hurdle. The accelerator encompasses turnkey MLOps capabilities, alongside other essential components such as AutoLake.
By attending this session, you’ll gain a comprehensive understanding of the accelerator’s features, enabling you to streamline your Machine Learning journey. Additionally, I will provide practical examples illustrating the transition from research and development (R&D) to successful production deployment! 🚀🔍📈
Prompt Engineering for Generative AI: Tips and Tricks
Generative AI models can produce amazing content such as text, images, code, and music from natural language prompts. But how do you write prompts that get the best results from these models? What are the dos and don’ts of prompt engineering?
In this session, you will learn the patterns and approaches for writing effective prompts for large language models. We will cover topics such as:
The basics of prompt engineering: what are prompts, why are they important, and how do they work?
Different types of prompts: direct, example-based, chain-of-thought, and more.
Prompting strategies: how to use constraints, examples, roles, and feedback to guide the model’s output.
Prompt iteration: how to test, refine, and optimize your prompts for different tasks and domains.
By the end of this session, you will have a better understanding of prompt engineering and how to apply it to your own generative AI projects.
Innovating with Azure AI: A World of Possibilities
Join me in a enlightening session where we delve into the dynamic world of Azure AI services. This session is designed to showcase the breadth of Azure’s AI capabilities and how they can be applied to various real-world scenarios. Whether you’re new to AI or looking to expand your existing knowledge, this session will provide valuable insights into choosing the right Azure AI services for your needs.
We’ll explore a range of services, including Azure Cognitive Services for vision, speech, and language understanding, as well as Azure OpenAI to explore Generative AI and Azure Machine Learning for more custom solutions. Through engaging demonstrations, you’ll see these services in action, solving common business challenges and enhancing customer experiences.
I'll also go through some use cases where Azure AI have been used, providing you with practical examples and inspiration. By the end of this session, you’ll have a clearer understanding of the potential that Azure AI holds and the confidence to start implementing these services in your own projects.
Don’t miss this opportunity to accelerate your journey with Azure AI and get inspiration that can change the way you do business.
Navigating the Complexities of Industrial IoT
Let's dive in to the intricate world of IoT solutions in the industrial sector.
This session will cover Azure IoT reference architectures, tailored for industrial applications and discuss the common pitfalls encountered during implementation.
Participants will gain understanding of what to think about when connecting and managing devices at scale, the importance of interoperability, and the use of open standards like OPC UA for seamless integration.
I'll share valuable lessons learned from real-world deployments, highlighting how these insights can lead to improved efficiencies and faster production. Attendees will leave with actionable knowledge on creating a digital feedback loop to optimize production processes and the role of Azure services in achieving a robust IoT solution.
Whether you’re a seasoned professional or new to the field of IoT, this session promises to equip you with the tools and knowledge to navigate the complexities of industrial IoT architecture and drive innovation within your enterprise.
Meet Your New AI Besties: AI Agents
Join me in a session where we’ll dive into the world of AI Agents together! These intelligent agents can simplify our lives by automating tasks, answering questions, and handling complex workflows. They’re designed to make everything more efficient and hassle-free.
I’ll start by breaking down the basics: What exactly are AI Agents, and how do they work? You’ll get a clear understanding of their core features and capabilities. Then, I’ll share some cool real-world examples, showcasing how these agents are being used in various industries to solve problems and boost productivity.
But that’s not all! We’ll also explore the fascinating world of multi-agent systems. You’ll learn how multiple AI agents can collaborate and communicate to tackle bigger challenges and more complex tasks. This is where the true power of AI Agents shines, offering sophisticated coordination and specialized expertise. This area of agents has it's challenges, but let's look into why that is as well.
Whether you’re a developer, a business leader, or just someone interested in AI, there’s something here for you. We’ll have interactive demos, insightful discussions, and plenty of opportunities for you to ask questions and share your thoughts.
Ready to dive into the future of AI with me? Let’s get started!
Øredev 2024 Sessionize Event Upcoming
Experts Live Europe 2024 Sessionize Event Upcoming
Azure User Group Sweden User group Sessionize Event
Cloud Technology Townhall Tallinn 2024 Sessionize Event
Swetugg Gothenburg 2023 Sessionize Event
Global Azure Stockholm 2022 Sessionize Event
Kim Berg
Lead Architect Data/AI Platform & Cloud Solutions @Sogeti | Microsoft AI MVP
Norrköping, Sweden
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