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The Cloud Architects Podcast
The Cloud Architects
105 episodes
4 months ago
In this milestone 100th episode, we sit down with Daniel Brown, a Microsoft MVP based in Adelaide, to explore how AI is transforming the rugged world of opal mining. Daniel shares the fascinating story of how he developed Opal AI, a computer vision system that uses Microsoft’s Custom Vision and Azure services to identify precious opals in the harsh environment of Coober Pedy. By leveraging AI to detect opal, and safety hazards in real-time, Daniel demonstrates how edge computing can bring tangible efficiency and safety improvements to a traditionally manual industry. The discussion delves into the practical challenges of deploying AI in the Australian outback, from using black light properties for opal detection to dealing with connectivity limitations that require robust offline edge processing. Daniel explains how he built and refined his models with over 5,000 tagged images, sharing practical advice for others looking to start their own AI projects using tools like customvision.ai with as few as 15 starter images. Beyond the technical insights, the episode captures the intersection of ancient geology and cutting-edge technology, highlighting how AI can uncover treasures that are over 100 million years old while automating and securing mining operations. We also celebrate our 100th episode, reflecting on nine years of community-driven conversations, learning, and evolving alongside the cloud ecosystem. Daniel Brown is a visionary leader and a driving force in the world of Microsoft 365 and Copilot, based in the vibrant city of Adelaide, South Australia. With a passion for empowering individuals and organisations through technology, Daniel has been at the forefront of innovation, helping businesses harness the full potential of Microsoft's suite of productivity and AI tools for over 2 decades. Daniel's expertise extends across a wide range of Microsoft technologies, with a particular laser type focus for Microsoft Copilot and Microsoft 365. With his deep understanding of this groundbreaking AI-driven platform, Daniel has helped numerous organizations revolutionize their approach to productivity and collaboration. You can connect with Daniel on LinkedIn (https://www.linkedin.com/in/danielbrownau/) Be sure to check out the user groups: * Adelaide Microsoft Copilot User Group (https://www.linkedin.com/company/adelaidecopilotusergroup) * Adelaide Microsoft 365 User Group (https://www.linkedin.com/company/am365ug)
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In this milestone 100th episode, we sit down with Daniel Brown, a Microsoft MVP based in Adelaide, to explore how AI is transforming the rugged world of opal mining. Daniel shares the fascinating story of how he developed Opal AI, a computer vision system that uses Microsoft’s Custom Vision and Azure services to identify precious opals in the harsh environment of Coober Pedy. By leveraging AI to detect opal, and safety hazards in real-time, Daniel demonstrates how edge computing can bring tangible efficiency and safety improvements to a traditionally manual industry. The discussion delves into the practical challenges of deploying AI in the Australian outback, from using black light properties for opal detection to dealing with connectivity limitations that require robust offline edge processing. Daniel explains how he built and refined his models with over 5,000 tagged images, sharing practical advice for others looking to start their own AI projects using tools like customvision.ai with as few as 15 starter images. Beyond the technical insights, the episode captures the intersection of ancient geology and cutting-edge technology, highlighting how AI can uncover treasures that are over 100 million years old while automating and securing mining operations. We also celebrate our 100th episode, reflecting on nine years of community-driven conversations, learning, and evolving alongside the cloud ecosystem. Daniel Brown is a visionary leader and a driving force in the world of Microsoft 365 and Copilot, based in the vibrant city of Adelaide, South Australia. With a passion for empowering individuals and organisations through technology, Daniel has been at the forefront of innovation, helping businesses harness the full potential of Microsoft's suite of productivity and AI tools for over 2 decades. Daniel's expertise extends across a wide range of Microsoft technologies, with a particular laser type focus for Microsoft Copilot and Microsoft 365. With his deep understanding of this groundbreaking AI-driven platform, Daniel has helped numerous organizations revolutionize their approach to productivity and collaboration. You can connect with Daniel on LinkedIn (https://www.linkedin.com/in/danielbrownau/) Be sure to check out the user groups: * Adelaide Microsoft Copilot User Group (https://www.linkedin.com/company/adelaidecopilotusergroup) * Adelaide Microsoft 365 User Group (https://www.linkedin.com/company/am365ug)
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Technology
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Episode 87: Prompt Architect
The Cloud Architects Podcast
54 minutes 11 seconds
1 year ago
Episode 87: Prompt Architect
AI is everywhere at the moment - it seems like every product or service now includes AI. What does that mean exactly? Can technology really think for itself? What is the difference between Copilot and an LLM and how do these relate to Generative AI? In this episode, we chat to Philip Miller from Progress in an attempt to break down these concepts and discuss how they relate to each other. Is this all hype or are there real-world business benefits? We discuss some interesting AI use cases and Philip recommends an agile approach to AI implementation. Here are the links to content mentioned in the episode: * Semantic Knowledge for Artificial Intelligence (https://www.progress.com/semaphore/solutions/ai) * Unleash the Power of Generative AI Systems in Your Enterprise - eBook (https://www.progress.com/resources/papers/unleash-the-power-of-generative-ai-systems-in-your-enterprise) Philip Miller is a Senior Customer Success Manager at Progress, a leading software company that enables enterprises to accelerate the creation and delivery of strategic business applications. He has over six years of experience helping customers and partners maximise their investment in MarkLogic by Progress, the only enterprise-grade data platform that integrates data from any source and any format. You can connect with Philip on LinkedIn (https://www.linkedin.com/in/philipdavidmiller/)
The Cloud Architects Podcast
In this milestone 100th episode, we sit down with Daniel Brown, a Microsoft MVP based in Adelaide, to explore how AI is transforming the rugged world of opal mining. Daniel shares the fascinating story of how he developed Opal AI, a computer vision system that uses Microsoft’s Custom Vision and Azure services to identify precious opals in the harsh environment of Coober Pedy. By leveraging AI to detect opal, and safety hazards in real-time, Daniel demonstrates how edge computing can bring tangible efficiency and safety improvements to a traditionally manual industry. The discussion delves into the practical challenges of deploying AI in the Australian outback, from using black light properties for opal detection to dealing with connectivity limitations that require robust offline edge processing. Daniel explains how he built and refined his models with over 5,000 tagged images, sharing practical advice for others looking to start their own AI projects using tools like customvision.ai with as few as 15 starter images. Beyond the technical insights, the episode captures the intersection of ancient geology and cutting-edge technology, highlighting how AI can uncover treasures that are over 100 million years old while automating and securing mining operations. We also celebrate our 100th episode, reflecting on nine years of community-driven conversations, learning, and evolving alongside the cloud ecosystem. Daniel Brown is a visionary leader and a driving force in the world of Microsoft 365 and Copilot, based in the vibrant city of Adelaide, South Australia. With a passion for empowering individuals and organisations through technology, Daniel has been at the forefront of innovation, helping businesses harness the full potential of Microsoft's suite of productivity and AI tools for over 2 decades. Daniel's expertise extends across a wide range of Microsoft technologies, with a particular laser type focus for Microsoft Copilot and Microsoft 365. With his deep understanding of this groundbreaking AI-driven platform, Daniel has helped numerous organizations revolutionize their approach to productivity and collaboration. You can connect with Daniel on LinkedIn (https://www.linkedin.com/in/danielbrownau/) Be sure to check out the user groups: * Adelaide Microsoft Copilot User Group (https://www.linkedin.com/company/adelaidecopilotusergroup) * Adelaide Microsoft 365 User Group (https://www.linkedin.com/company/am365ug)