Ed Pollack is a Microsoft Data Platform MVP with a passion for learning how Data Platforms work and sharing that knowledge with the community. His experiences in data architecture, database design, performance optimization, and data security are motivation for public speaking, writing, coding, and other community activities.

Ed has spoken at SQL Saturday events, SQL Bits, PASS Summit, EightKB, and many other regional and international events. Ed is the organizer of the Capital Area SQL Server Group and SQL Saturday Albany, as well as a co-organizer of SQL Saturday New York City, and Future Data Driven. He has published a number of books, including "Dynamic SQL: Applications, Performance, and Security in Microsoft SQL Server", "Expert Performance Indexing in Azure SQL and SQL Server 2022", and "Analytics Optimization with Columnstore Indexes in Microsoft SQL Server: Optimizing OLAP Workloads". Ed is also an active contributor of content to SimpleTalk.

In his free time, Ed enjoys video games, traveling, cooking exceptionally spicy foods, and hanging out with his amazing wife and sons.

Ed Pollack is a Microsoft Data Platform MVP with a passion for learning how Data Platforms work and sharing that knowledge with the community. His experiences in data architecture, database design, performance optimization, and data security are mot... Show more

Marcel Meurer has a vast history in IT Consulting and the development of solutions and tools. Today, he is Vice President for Azure Solutions at LoginVSI and has a long history of doing and leading professional IT services.

His technical focus is on Microsoft Azure platform services, and he has been recognized as a Microsoft Azure MVP since 2016, having also been honored with the Azure Virtual Desktop MVP award.

Since 2021, Marcel has also run the company ITProCloud GmbH. The company focuses on delivering cloud-based solutions for all types of companies. The well-known solutions for managing Azure Virtual Desktop easily and automatically are Hydra for Azure Virtual Desktop or WVDAdmin. ITProCloud was acquired in 2025 by LoginVSI, which continues to create the right solution for the right purpose and make it available to customers.

Marcel's journey in the IT industry began in the early 1990s, a time when personal computers were just emerging (and before that, the Commodore 64 was the norm). His focus on assembler and hardware-related programming, particularly in the context of the IoT of the 1990s, showcases his early dedication and passion for the field.

In 1995, he began studying electrical engineering. During his studies, machine learning and neural networks were among his favorite topics. In addition to his studies, he worked for a small computer company in Aachen, where he developed operating systems and applications using automated methods on multiple computers.

Marcel Meurer graduated with a degree in electrical engineering from the University of Applied Sciences Aachen.

Marcel Meurer has a vast history in IT Consulting and the development of solutions and tools. Today, he is Vice President for Azure Solutions at LoginVSI and has a long history of doing and leading professional IT services. His technical focus is ... Show more

Mark is Director of the Microsoft Practice at Protiviti and a 10-year Microsoft MVP with more than 25 years of experience designing and developing software solutions. Mark’s daily responsibilities include forging the direction of solution architecture and development projects for clients while providing the best solutions for clients' unique problems. Mark has a unique ability to breakdown complicated technical topics in a way that are easily consumable by a non-technical audience and engages his audience with humor and real-world stories. As a globally recognized M365 geek, Mark is an active blogger, presenter, author (and bacon aficionado) who is eager to lend his real-world knowledge of SharePoint to all who need it.

In addition to speaking at various SharePoint & Office 365 conferences around the world, Mark is the organizer of The North American Collaboration Summit (www.collabsummit.org) in Branson, Missouri

Mark is Director of the Microsoft Practice at Protiviti and a 10-year Microsoft MVP with more than 25 years of experience designing and developing software solutions. Mark’s daily responsibilities include forging the direction of solution architectur... Show more

I live in The Hague (NL) with my partner and two sons, and have over 30 years of IT experience. Primarily, I've worked as a Consultant, Solution Architect, or Business Consultant. Since Microsoft launched SharePoint Server 2001, I’ve specialized in Microsoft Information Worker solutions, but started with IBM Lotus Notes/Domino in the late '90s.

Transitioning to Microsoft platforms was a natural step, and I've focused on on-premises and cloud collaboration solutions for over twenty years. I've contributed to books like “Collaboration in the Cloud” and “TeamPark”, and always consider compliance, security, identity, and device management as integral parts of any solution. My expertise is strongest in Microsoft 365 and especially in Microsoft Purview, but also includes extending these solutions to non-Microsoft environments. I've advised a hospital on Azure IaaS compliance and have significant technical and functional experience across various projects.

In my career, ensuring regulatory compliance and improving cloud security for large organizations have been key achievements. I have developed security templates and blueprints for information protection, addressing the needs of multiple governments and organizations.

Promoting Governance, Compliance, and Risk (GCR) within the Microsoft 365 cloud has been a priority, often through organizing events and creating content that bridges IT and business needs. I am planning to publish a book on eDiscovery in the Microsoft cloud, aiming to clarify this complex platform. Besides Microsoft 365, I've addressed multi-cloud guidelines involving Azure and AWS, showcasing a broader security document for a regional government.

I've been honored to be a Microsoft MVP (Microsoft 365 and Security) for eight years, having shared my insights at numerous international conferences. My blog (alberthoitingh.com) serves as a platform for my thoughts on Microsoft cloud technology and GCR.
At this moment I'm one of the architects at the Microsoft Innovation Hub in The Netherlands, working on Modern Work and Copilot.

I live in The Hague (NL) with my partner and two sons, and have over 30 years of IT experience. Primarily, I've worked as a Consultant, Solution Architect, or Business Consultant. Since Microsoft launched SharePoint Server 2001, I’ve specialized in M... Show more

I'm a Cloud Solution Architect Modern Work and deals mainly (but not only ...) with SharePoint, a product that has been with him for 15 years and has experienced the birth and growth of all the latest versions. However, collaboration is not just SharePoint, but all Microsoft 365 applications that are helping to revolutionize the way we work. Today in my work I support customers to identify the better strategy for adopt new products and technologies. In the last period I'm focusing on Copilot, AI, Power Platform and SharePoint. As a speaker I have participated in several conferences as a speaker among which WPC Milan, Scottish Summit, CollabDays, European Collaboration Summit, European Power Platform Conference, Thrive and more.

I'm a Cloud Solution Architect Modern Work and deals mainly (but not only ...) with SharePoint, a product that has been with him for 15 years and has experienced the birth and growth of all the latest versions. However, collaboration is not just Shar... Show more

Derek Smith works as the Chief Architect of Cloud and Infrastructure at Apex Systems. As part of the Service Delivery Organization, he engages with clients to provide insights into the technology landscape, guidance on digital transformations and strategy for cloud and infrastructure. Additionally, Derek also regularly serves within the Azure Community as a Mentor, Public Speaker, Content Creator, and Enthusiast for all things Microsoft Cloud.

Derek Smith works as the Chief Architect of Cloud and Infrastructure at Apex Systems. As part of the Service Delivery Organization, he engages with clients to provide insights into the technology landscape, guidance on digital transformations and str... Show more

Ed is a Microsoft MVP and an international speaker, writer, online influencer, a Developer Advocate for Progress, and expert on all things web development. Ed enjoys geeking out to cool new tech, brainstorming about future technology, and admiring great design.

Ed has shared his insights, experiences, and advice around collaboration, knowledge management, social computing, and training at many industry events around the United States. Highly ethical and engaging with an uncanny business acumen, he is a creative community builder and outside the box thinker. Long term business relationships throughout the world within internal communications, employee engagement and marketing as well as IT. Focusing on Financial, Healthcare, Manufacturing, Agency and Professional Services. He has defined, architected, implemented line of business solutions with a touch of style and UX best practices.

Ed is a Microsoft MVP and an international speaker, writer, online influencer, a Developer Advocate for Progress, and expert on all things web development. Ed enjoys geeking out to cool new tech, brainstorming about future technology, and admiring gr... Show more

As a M365 Architect, I leverage my 16+ years of experience and multiple certifications to design, implement, and maintain large-scale projects using SharePoint and Office 365. I am a Certified ScrumMaster (CSM), a Microsoft MVP in two categories (M365 and AI Platform).

My mission is to help clients achieve their business goals and optimize their digital transformation journey using the latest technologies and best practices. I am passionate about sharing my knowledge and expertise with the community, and I frequently speak at various events, such as SPS, Global Microsoft 365 Developer Bootcamp, and Global Power Platform Bootcamp. I am also an author, speaker, and organizer of several books, blogs, podcasts, and webinars on M365 topics.

As a M365 Architect, I leverage my 16+ years of experience and multiple certifications to design, implement, and maintain large-scale projects using SharePoint and Office 365. I am a Certified ScrumMaster (CSM), a Microsoft MVP in two categories (M36... Show more

Christian Decker has been inextricably linked with Microsoft and the optimal use of tools for more than 20 years. After 9 years at Microsoft and over 12 years of experience with the best Microsoft Gold Partners, he is very familiar with Office 365 and Microsoft in general.
Christian is double MVP: Security and Teams - which reflects perfectly his passion

Christian Decker has been inextricably linked with Microsoft and the optimal use of tools for more than 20 years. After 9 years at Microsoft and over 12 years of experience with the best Microsoft Gold Partners, he is very familiar with Office 365 an... Show more

Reitse began his computer days with GW Basic and quickly followed with Windows 3.11. After that, many computers followed, and, interrupted by human resource and psychology studies, he got into the IT work field around 2007. There, he encountered Oracle 9, which had a command line from 1980. At his current job, he met SQL Server. And loved it. Now he’s working with SQL 2008 to SQL 2019 on-premises and several Azure SQL Databases, supporting customers and tuning databases. New projects focus more on the Azure data platform as an architect, security advisor and data engineer. They include Fabric (Lakehouse and Realtime solutions), Data Factory and Synapse Analytics.

Reitse began his computer days with GW Basic and quickly followed with Windows 3.11. After that, many computers followed, and, interrupted by human resource and psychology studies, he got into the IT work field around 2007. There, he encountered Orac... Show more

Martin is an open-source software developer and Microsoft Developer Technologies MVP. He specializes in cross-platform application development and loves the Microsoft technology stack. He enjoys sharing his knowledge with other developers at conferences and on-line. In spare time he enjoys sport climbing/bouldering, gaming on Xbox, reading, geocaching and building LEGO as an avid AFOL.

Martin is an open-source software developer and Microsoft Developer Technologies MVP. He specializes in cross-platform application development and loves the Microsoft technology stack. He enjoys sharing his knowledge with other developers at conferen... Show more

Barry (he/him/his) is a .NET Software Engineer who has been creating business solutions for enterprise customers for more than 30 years. Barry is also an Election Integrity Activist, baseball and hockey fan, husband of one genius and father of another, and a 40+ year resident of Phoenix Arizona USA. When Barry is not traveling around the world to speak at Conferences, Code Camps and User Groups or to participate in GiveCamps, he spends his days as a Solution Architect for enterprise customers and his nights thinking about the next Arizona GiveCamp, an annual event where software developers come together to build websites and apps for some great non-profit organizations.

Barry (he/him/his) is a .NET Software Engineer who has been creating business solutions for enterprise customers for more than 30 years. Barry is also an Election Integrity Activist, baseball and hockey fan, husband of one genius and father of anothe... Show more

Gethyn is a Microsoft Data Platform MVP and consultant helping organisations modernise their data platforms with SQL Server, Azure, Microsoft Fabric, Power BI, and AI. He leads a UK consultancy that supports clients across Europe and North America with migrations, high-availability design, performance engineering, analytics strategy, and data governance. A Microsoft Certified Trainer with over 200 courses delivered, he speaks widely on data transformation, analytics, and the future of AI-powered business.

Gethyn is a Microsoft Data Platform MVP and consultant helping organisations modernise their data platforms with SQL Server, Azure, Microsoft Fabric, Power BI, and AI. He leads a UK consultancy that supports clients across Europe and North America wi... Show more

Mathias is a data enthusiast with a great passion for the synergy between data analytics and cloud data platforms.

As a Senior Director at Inspari he works with building up clients' data capabilities, implementing data platform technologies and all-in-all maximize the impact of their data.

Being a Microsoft Data Platform MVP, he is very passionate about sharing anything with community, especially something around turning data into impact!

With a background in Product Development and Innovation, Mathias brings a unique 'Data Product' perspective to the realm of data architecture, and is obsessed with the bigger picture. With his slightly rebellious attitude, he's not afraid to challenge the status quo and break industry norms to find new and better solutions.

Mathias is a data enthusiast with a great passion for the synergy between data analytics and cloud data platforms. As a Senior Director at Inspari he works with building up clients' data capabilities, implementing data platform technologies and a... Show more

I've been working as a .NET developer for over 16 years now in a variety of industries including government, retail and manufacturing. But I've been hacking around with computer code since I was old enough to read my Dad's copy of the ZX Spectrum BASIC coders manual.

I've been speaking about Functional C# at various user groups and conferences around the UK, USA, Europe and Australia and am particularly interested in seeing just how far we can push C# without breaking it.

In 2023 I released my first technical book: "Functional Programming with C#", published by O'Reilly Media.

When I'm not coding, or running after my two small children, I have been known to enjoy the classic series of Doctor Who, Fighting Fantasy Gamebooks, Cryptic Crosswords, and rather more coffee than is probably good for me.

I've been working as a .NET developer for over 16 years now in a variety of industries including government, retail and manufacturing. But I've been hacking around with computer code since I was old enough to read my Dad's copy of the ZX Spectrum BAS... Show more

David is the Director of Architecture for NewDay, and the founder of Electric Head Software. Focusing on iterative software delivery, developer mentoring and cultural change - mostly working with London-based organisations.

He speaks about software design, culture, and ethics in technology - rounded out by an assortment of talks about software that probably doesn't need to exist but makes the world a little more fun. David has previously served as the chief coding technical architect for JustGiving and helped market-leading organisations including JUST-EAT, Trainline and Vodafone improve their technical capabilities.

David is a Microsoft MVP, has been part of the OpenUK Honours list for open-source advocacy, and is a twice bestselling author of children's books about programming.

You can find his open-source projects on NuGet, npm and GitHub, follow him on Twitter @david_whitney, or check out his technical blog at http://www.davidwhitney.co.uk/Blog.

http://www.electricheadsoftware.com
http://www.davidwhitney.co.uk

David is the Director of Architecture for NewDay, and the founder of Electric Head Software. Focusing on iterative software delivery, developer mentoring and cultural change - mostly working with London-based organisations. He speaks about softwar... Show more

Jan Vidar Elven is a Senior Cloud Platform & Security Architect working at Microsoft Partner Evidi AS in Norway. He is a Microsoft MVP in Security, an active speaker and blogger, and has more than 25 years’ experience inside IT infrastructure management and architecting solutions, working with Cloud & Datacenter, specializing in Azure, Microsoft Entra, Active Directory, Enterprise Mobility, Identity & Access Management, Identity Governance, Service Management, Operations Management and Automation cross On-Premise and Azure environments.

Jan Vidar Elven is a Senior Cloud Platform & Security Architect working at Microsoft Partner Evidi AS in Norway. He is a Microsoft MVP in Security, an active speaker and blogger, and has more than 25 years’ experience inside IT infrastructure managem... Show more

Eldert is always enthusiastic about embarking on new journeys with the Cloud, and Azure in particular. He is very passionate about growing his dreams and teams, and goes above and beyond to help those with the same spark. Eldert comes from a background as a cloud solution architect and Technology Lead, was an Azure MVP for 5 consecutive years, and is now working as a Principal Product Manager at Microsoft for Azure Service Bus.

Always having a smile on his face, Eldert can be found delivering noteworthy sessions at in-person conferences, meetups, and online platforms. He values sharing and spreading knowledge while building genuine connections regardless of background and expertise. His goal is to bring people closer and work together to influence the outcome and optimize the future of Cloud technologies.

Eldert is always enthusiastic about embarking on new journeys with the Cloud, and Azure in particular. He is very passionate about growing his dreams and teams, and goes above and beyond to help those with the same spark. Eldert comes from a backgrou... Show more

As the founder of both (Havens Consulting & Analytic Endeavors) and a Microsoft MVP, Reid is a seasoned professional with a wealth of experience in technology, organizational management, and business analytics. With a Master's Degree in Organizational Development and a background in consulting for Fortune 10, 50, and 500 companies, Reid has the knowledge and expertise to help your organization succeed.

In addition to his corporate experience, Reid is also a highly sought-after instructor, teaching Business Intelligence, reporting, and data visualization at the University of Washington and other universities. His passion for education extends beyond the classroom, as he has co-authored the DP-500 Enterprise Azure Analyst certification exam for Microsoft and developed numerous training curriculums delivered to companies around the world.

As the founder of both (Havens Consulting & Analytic Endeavors) and a Microsoft MVP, Reid is a seasoned professional with a wealth of experience in technology, organizational management, and business analytics. With a Master's Degree in Organizationa... Show more

Microsoft Business Applications MVP, MCT, Accessibility Advocate, Mental Health Champion, Community Cheerleader

Technology veteran who has been there, done that, had the therapy to recover! Having worked in everything from Automobiles to Food, Healthcare to Coffee, Charities to Multinationals and with every IT job role imaginable)

A vocal Accessibility and Mental Health advocate, very open and honest about his own Mental Health and Disabilities, but in a humorous and entertaining way.

Mad about the Microsoft Business Applications space including Power Platform and Dynamics 365, and not forgetting the omnipresent Copilot and AI, but with a particular focus on Accessibility, Inclusion, and Community.

Outside of tech you will find a proud Nerd & Geek who loves Sci-Fi, Fantasy, Technology and more. A family man and a massive petrol head and sports fan (F1, MotoGP, WEC, Rugby, Cricket... to name just a few) - oh, and a massive collector of Funko Pops and Lego!

Microsoft Business Applications MVP, MCT, Accessibility Advocate, Mental Health Champion, Community Cheerleader Technology veteran who has been there, done that, had the therapy to recover! Having worked in everything from Automobiles to Food, Hea... Show more

Climbing the technology mountain and halfway up the side. Experience in .Net, Auth, and API development. Dabbles in iOT & databases. Focusing on coding for humans and choosing the right tool for the job.

Heather is a passionate coder and entrepreneur. She has experience working with Fortune 500 companies building enterprise level mobile and .Net applications. She spends her spare time at tech conferences supporting the growth of new developers of all genders, ages and backgrounds. When not coding, Heather spends her time as a competitive equestrian and learning the art of mounted archery.

Climbing the technology mountain and halfway up the side. Experience in .Net, Auth, and API development. Dabbles in iOT & databases. Focusing on coding for humans and choosing the right tool for the job. Heather is a passionate coder and entrepren... Show more

Benni is a Principal Program Manager in the Fabric Customer Advisory Team (Fabric CAT) at Microsoft. Aspiring to be top notch in his field, through continuous personal development, on both technical and soft skills. He strives for maximum results in his tasks using team play, communication, thinking outside of the box, and (endless) motivation. Benni is always ready to tackle the unknown, or pick up fresh ideas to broaden his range. Building on past experiences, he continuously tries to find new, more efficient ways of obtaining results, and improving the process along the way.

Loving (almost) every day of it, he’s fascinated by the value of data, sometimes flabbergasted by the lack of awareness, and intrigued by the endless possibilities whilst discovering new ways of looking at data. He thrives on unfolding new insights for customers whilst using an open and transparent communication.

On a daily basis he turns (large amounts of) coffee into insights for customers, and references witty British comedy, lame dad jokes, and obscure facts way too often. Overly enthusiastic about anything data related, he’s trying hard to keep up with all things new and shiny.

When not working, blogging or reading, you’ll likely find him out and about being his weird self. Rumour has it that he’s also involved with a ragtag band of data enthusiasts, enjoying themselves whilst organising cool community things.
They go by the name of .. dataMinds!

Benni is a Principal Program Manager in the Fabric Customer Advisory Team (Fabric CAT) at Microsoft. Aspiring to be top notch in his field, through continuous personal development, on both technical and soft skills. He strives for maximum results in ... Show more

Cameron Presley is owner of Small Batch Solutions (https://smallbatchsolutions.io/), a speaker, and a Microsoft MVP in Developer Technologies.

Based out of Charlotte, North Carolina, Cameron has ten years of experience working with start-ups and large enterprise both publicly and privately held to architect solutions, implement solutions, and training developers to be better today than what they were yesterday!

In his spare time, Cameron can be found hanging out with his family, playing board games, jamming on the bass guitar, and reading books.

Cameron Presley is owner of Small Batch Solutions (https://smallbatchsolutions.io/), a speaker, and a Microsoft MVP in Developer Technologies. Based out of Charlotte, North Carolina, Cameron has ten years of experience working with start-ups and l... Show more

Bob German is a 20+ year Microsoft veteran who worked as a developer advocate, solutions architect, and consultant focused on Microsoft 365 and Azure development. A lifetime learner, Bob currently lives in southern New Hampshire and explores new frontiers in software.

Bob German is a 20+ year Microsoft veteran who worked as a developer advocate, solutions architect, and consultant focused on Microsoft 365 and Azure development. A lifetime learner, Bob currently lives in southern New Hampshire and explores new fron... Show more

Nicole Enders lives and breathes Modern Work.

As a Microsoft MVP and Evangelist for Microsoft based Solutions, she turns cloud tech into real‑world impact - think Microsoft Teams makeovers and Power Platform magic.

For 15 + years she’s crafted collaboration experiences that stick, blending out‑of‑the‑box features with tailor‑made code until every social intranet or digital workplace feels like it was built just for you.

Catch Nicole on conference stages, in her books, or on her blog, where she shares hands‑on tips and a healthy dose of geeky enthusiasm.

Nicole Enders lives and breathes Modern Work. As a Microsoft MVP and Evangelist for Microsoft based Solutions, she turns cloud tech into real‑world impact - think Microsoft Teams makeovers and Power Platform magic. For 15 + years she’s crafted ... Show more

Arthur (or Art, take your pick) has been a software engineer for 22 years and has worked on things as exciting as analysis software for casinos and things as boring as banking websites. He is an advocate for talking openly about mental health and psychology in the technical world, and he spends a lot of time thinking about how we program and why we program, and about the tools, structures, cultures, and mental processes that help and hinder us from our ultimate goal of writing amazing things. His hair is brown and his thorax is a shiny blue color.

Arthur (or Art, take your pick) has been a software engineer for 22 years and has worked on things as exciting as analysis software for casinos and things as boring as banking websites. He is an advocate for talking openly about mental health and psy... Show more

With over a decade in the Android world, I’ve lived the fast-paced startup life in California before returning to France. Today, I’m leading and managing the Android team at Aircall, where we're building the best phone system for modern businesses.

Beyond Android, I’m passionate about backend development with Kotlin and exploring the possibilities of AR/VR. In 2021, I was honored to become an Android GDE—continuing my mission to share knowledge and grow alongside the amazing Android community.

Outside of work, you’ll find me traveling the globe or on the hunt for the perfect IPA.

With over a decade in the Android world, I’ve lived the fast-paced startup life in California before returning to France. Today, I’m leading and managing the Android team at Aircall, where we're building the best phone system for modern businesses. ... Show more

I am Microsoft 365 solution architect. I create applications and solutions that improve and facilitate work using Power Platform, SharePoint, and Teams.

My adventure in IT began in 2005. Since then I have been creating and implementing business applications based on SharePoint and Microsoft 365 platforms. I am a big fan of task and process automation (Power Automate) and Modern Workplace platforms (Microsoft Teams).

Privately a husband, father of 2 sons. Fan of science fiction and cyberpunk, futurist. I co-organize the SharePoint Saturday Warsaw conference and speak at Microsoft's community events.

I am Microsoft 365 solution architect. I create applications and solutions that improve and facilitate work using Power Platform, SharePoint, and Teams. My adventure in IT began in 2005. Since then I have been creating and implementing business ap... Show more

PJ Hagerty is a well-known figure in the tech industry, particularly within the developer relations and DevOps communities. He is recognized for his work as a developer advocate, community builder, writer, and speaker. PJ founded DevRelate.io, a company focused on helping tech organizations build communities and enhance developer relations. He has a strong presence in the open-source and tech communities, often speaking at conferences and producing content on topics such as software development, DevOps, and community engagement.

PJ Hagerty is a well-known figure in the tech industry, particularly within the developer relations and DevOps communities. He is recognized for his work as a developer advocate, community builder, writer, and speaker. PJ founded DevRelate.io, a comp... Show more

I'm making music from the data! Power BI and Microsoft Fabric addict, Microsoft Data Platform MVP, Pluralsight Author, O'Reilly Instructor, blogger, speaker...Interested in everything related to data - always eager to extract valuable info from raw data in the most effective way. Multi-year experience working with (predominantly) Microsoft Data Platform (SQL Server, SSAS, SSIS, SSRS, and Power BI). Father of 2 and true football (and Barca) fan!

I'm making music from the data! Power BI and Microsoft Fabric addict, Microsoft Data Platform MVP, Pluralsight Author, O'Reilly Instructor, blogger, speaker...Interested in everything related to data - always eager to extract valuable info from raw d... Show more