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)
All content for The Cloud Architects Podcast is the property of The Cloud Architects and is served directly from their servers
with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
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)
If you follow the latest developments in the Entra space, you have no doubt come across Merill Fernando. In this episode Merill joins us for a great discussion as we geek out about Entra and authentication in general. Why is it called Entra (RIP AAD!)? Merill sheds some light on the name change, we talk about AD FS and its relevance today, discuss the deprecation of AzureAD and MSOnline PowerShell modules and introduce some of the great tools and resources he's developed for the community.
Merill Fernando is a Principal Program Manager at Microsoft and Senior member of the "Customer Success Team" engaging with Microsoft Entra customers and guiding them through deployments, planning, debugging and driving feedback into the feature teams. Merill has a weekly newsletter on all things Microsoft Entra and is the creator of cmd.ms & idPowerToys.com. You can connect with Merill on Twitter (https://twitter.com/merill) or on YouTube (https://youtube.com/@merillx)
Here are some links to Merill's work:
* Entra Newsletter - https://entra.news
* Merill's site - https://merill.net
Here are the links the Identity Architecture Series discussed in the episode:
* Azure Active Directory Core Store: Data centers - https://www.youtube.com/watch?v=O8ZPjSxNte0
* Azure Active Directory Core Store: Scale units - https://www.youtube.com/watch?v=OcKO44GtHh8
* Azure Active Directory Core Store: Read and write replicas - https://www.youtube.com/watch?v=AeLDtcpKc-U
Are you interested in learning from others in the community? Give these folks a follow:
* Nathan McNulty - https://twitter.com/NathanMcNulty
* Eric Mannon - https://www.linkedin.com/in/emannon
* Dr. Nestori Syynimaa - https://twitter.com/DrAzureAD
* Rod Trent - https://twitter.com/rodtrent
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)
