Most Active Speakers 2022

Sessionize proudly presents the list of the most active speakers in the year 2022!

  • 366 speakers
  • Auto-generated
Laurent Carlier

Laurent Carlier

Laurent is an experienced Microsoft 365 consultant and has a unique combination of technical and functional expertise.

He works daily with worldwide clients in business and education sectors, helping them building, designing and implementing modern workplace & modern teaching with Microsoft Teams and many other Microsoft 365 tools, such as Microsoft Viva.

Covering all aspects from strategies to change management & IT governance, he is always advocating about the importance of human-first approach and the necessary but always forgotten bridges between IT staff, end users & stakeholders.

he loves sharing as a Microsoft MVP his dual expertise in adoption change management & technical governance and can be found presenting in many languages (french, english, japanese) at international conferences and user groups.

Laurent is an experienced Microsoft 365 consultant and has a unique combination of technical and functional expertise. He works daily with worldwide clients in business and education sectors, helping them building, designing and implementing moder... Show more

Rob Richardson

Rob Richardson

Rob Richardson is a software craftsman building web properties in ASP.NET and Node, React and Vue. He’s a Microsoft MVP, published author, frequent speaker at conferences, user groups, and community events, and a diligent teacher and student of high quality software development. You can find this and other talks on https://robrich.org/presentations and follow him on Mastodon at @robrich@hachyderm.io.

Rob Richardson is a software craftsman building web properties in ASP.NET and Node, React and Vue. He’s a Microsoft MVP, published author, frequent speaker at conferences, user groups, and community events, and a diligent teacher and student of high ... Show more

Michael Roth

Michael Roth

Michael Roth has been working as a consultant since 2011 and found his way into the IT around 2015. He focuses on Power Platform Governance, Administration, Security as well as organizational implementation. Coming from an M365 background, he has a holistic view of the entire platform.

Michael Roth has been working as a consultant since 2011 and found his way into the IT around 2015. He focuses on Power Platform Governance, Administration, Security as well as organizational implementation. Coming from an M365 background, he has a h... Show more

Luis Beltran

Luis Beltran

I'm a Microsoft MVP in Azure, Artificial Intelligence, and Developer Technologies. I am currently pursuing a PhD in Engineering Informatics at Tomas Bata University in Zlin, Czech Republic.

I've been developing .NET apps for +10 years. I find C# a really powerful language which allow us to create different kinds of software. I focus on mobile apps (Xamarin/.NET MAUI), cloud computing (Azure) and AI.

I enjoy sharing my knowledge with others.

I'm a Microsoft MVP in Azure, Artificial Intelligence, and Developer Technologies. I am currently pursuing a PhD in Engineering Informatics at Tomas Bata University in Zlin, Czech Republic. I've been developing .NET apps for +10 years. I find C# a... Show more

Brandon Leach

Brandon Leach

A Former Microsoft Data Platform MVP, Brandon is a senior member of the Database team for financial company x functioning as a SQL Server Infrastructure Architect/SME. Having worked in data estates of several petabytes across thousands of servers, he puts a high focus on performance tuning and automation at scale. He is a frequent speaker at events like conferences and user groups.

A Former Microsoft Data Platform MVP, Brandon is a senior member of the Database team for financial company x functioning as a SQL Server Infrastructure Architect/SME. Having worked in data estates of several petabytes across thousands of servers, he... Show more

Michelle Wong

Michelle Wong

Michelle is an MCT & MVP of Business Applications. She integrates the possibilities between Microsoft 365 and Power Platform in her projects. She also specializes in Power Automate and Power Apps.
Also, she makes an active contribution to the Power Platform community, is one of the leaders of the Meetup User Group "Microsoft 365 Noord Nederland" in the Netherlands, and participates in various Power Apps and Power Automate User Groups, and speaks at conferences and Meetup meetings.

Michelle is an MCT & MVP of Business Applications. She integrates the possibilities between Microsoft 365 and Power Platform in her projects. She also specializes in Power Automate and Power Apps. Also, she makes an active contribution to the Power ... Show more

Laurent Bugnion

Laurent Bugnion

Laurent Bugnion is a Principal Cloud Advocate and at Microsoft, where he leads the end-to-end strategy, coordination, and execution of hands-on labs across Microsoft's first-party events. He oversees lab selection, development, vendor collaboration, and on-site operations to ensure high-quality attendee experiences. A recognized expert in C# development, Laurent works across Azure, Windows, WPF, Xamarin, and ASP.NET. He is a frequent speaker at global conferences including Microsoft Build, Microsoft Ignite, Microsoft AI Tour, Techorama, Experts Live, VS Live and more. He shares insights on his blog at galasoft.ch/posts. Prior to joining Microsoft, he held roles at Siemens, IdentityMine, and Valorem, and was a Microsoft MVP (2007-2017), Regional Director (from 2013), and Xamarin MVP (from 2015). He is also the creator of the widely used legacy open-source framework MVVM Light.

Laurent Bugnion is a Principal Cloud Advocate and at Microsoft, where he leads the end-to-end strategy, coordination, and execution of hands-on labs across Microsoft's first-party events. He oversees lab selection, development, vendor collaboration,... Show more

Antje Lamartine

Antje Lamartine

Antje Lamartine is Microsoft MVP for Microsoft Apps & Services and delivers M365 Adoption & Change Management at clearITspace.

She accompanies M365 implementations in local and international companies with her M365 Change Management expertise. She helps identify the challenges and fears associated with change and transforms them into possibilities and opportunities.

This includes developing change strategies, roadmaps and action plans and implementing them in close collaboration with her clients. Her passion is to help people successfully master the challenging journey into the "new normal", while ensuring that companies get the most out of their M365 investment.

Antje Lamartine is Microsoft MVP for Microsoft Apps & Services and delivers M365 Adoption & Change Management at clearITspace. She accompanies M365 implementations in local and international companies with her M365 Change Management expertise. She... Show more

Thomas Haver

Thomas Haver

Thomas is presently serving as a Master Software Engineer. He leads a team of testers, ops engineers, and production support analysts in the adoption of DevOps practices. Previously, he led the enterprise automation support of 73 applications at Huntington National Bank that encompassed testing, metrics & reporting, and data management. Thomas has a background in Physics & Biophysics, with over a decade spent in research science studying fluorescence spectroscopy and microscopy before joining IT.

Thomas is presently serving as a Master Software Engineer. He leads a team of testers, ops engineers, and production support analysts in the adoption of DevOps practices. Previously, he led the enterprise automation support of 73 applications at Hunt... Show more

Dan Mallott

Dan Mallott

Dan Mallott is a Senior Principal at West Monroe based in Chicago, IL, USA. His passion is for distributed architecture, designing and building high performing service layers from the API down to the database.

Prior to returning to West Monroe, Dan spent two years at e-conomic in Copenhagen, Denmark, with the final 15 months as Head of Platform and Infrastructure. Dan was responsible for leading the Platform, SRE, and API teams in building a solid foundation for the e-conomic product. Previously, Dan was focused on leading the Platform Team in improving the cross-cutting concerns in the e-conomic application, including improving security, improving messaging performance, and managing the migration to .NET 6.0.

Before joining e-conomic, Dan was a Senior Principal for West Monroe, based in Chicago, IL, USA. While at West Monroe, Dan's projects included designing high performing architectures for a variety of clients, as well as developing APIs and UIs for healthcare, insurance, and financial services clients. Along the way, Dan worked with .NET Framework, .NET Core, Java/Spring Boot, React, and Angular. He also gained experience with a number of database technologies, including DataStax, Cassandra, Microsoft SQL Server, Oracle, and PostgreSQL. Prior to joining West Monroe, Dan worked for a number of companies, focusing on .NET and Microsoft SQL Server development, including experience as a DBA.

Past speaking engagements have included PASS Summit, NDC London, NDC Melbourne, NDC Sydney, KCDC, Code PaLOUsa, and numerous SQL Saturdays throughout the US. Dan enjoys speaking at both large and small conferences, and values the interactions he gets with attendees and other speakers.

In his spare time, he can be found writing his own software instead of using package solutions or on the ice as an ice hockey player and referee.

Dan Mallott is a Senior Principal at West Monroe based in Chicago, IL, USA. His passion is for distributed architecture, designing and building high performing service layers from the API down to the database. Prior to returning to West Monroe, Da... Show more

Karoliina Kettukari

Karoliina Kettukari

Karoliina is the Head of Modern Work at OP Financial Group, the largest financial services group in Finland. She has over ten years of experience in developing teamwork and internal communications with modern digital tools and leading long-term change in organisations. Karoliina is a Microsoft MVP and a multi-awarded role model for her enthusiasm, knowledge-sharing, and community leadership. She is an experienced and inspiring speaker at international conferences, and she co-organizes the Finnish M365 Copilot User Group and CollabDays Finland Conference 💜 Community rocks!

Karoliina is the Head of Modern Work at OP Financial Group, the largest financial services group in Finland. She has over ten years of experience in developing teamwork and internal communications with modern digital tools and leading long-term chang... Show more

Torsten Strauß

Torsten Strauß

Torsten Strauß (MVP) is the CEO of inside-sqlserver and Principal Microsoft SQL Consultant at Sarpedon Quality Lab. He is a multi-certified Microsoft expert with a strong focus on Azure DevOps, SQL Server performance optimization, and the development of scalable SQL Server and Azure SQL solutions.
Torsten has delivered more than 330 technical sessions at national and international conferences and user groups. Since 2018, he has been recognized annually as a Microsoft Most Valuable Professional for Data Platform — and since 2025 also for Developer Technologies. He is a Microsoft Certified Trainer and has been listed among Sessionize’s Top Speakers for three consecutive years.

Torsten Strauß (MVP) is the CEO of inside-sqlserver and Principal Microsoft SQL Consultant at Sarpedon Quality Lab. He is a multi-certified Microsoft expert with a strong focus on Azure DevOps, SQL Server performance optimization, and the development... Show more

Eduard Keilholz

Eduard Keilholz

Eduard Keilholz is a seasoned software developer and cloud architect at 4Dotnet, where he specializes in Microsoft development and cloud technologies. With a passion for helping organizations build highly performant cloud software solutions, Eduard has made significant contributions in the field of cloud architecture.

He is the author of the book Azure Infrastructure as Code, which delves into infrastructure automation using Azure, and is a frequent international conference speaker. Eduard is also the founder of the DotnetFriday meetup platform, a community initiative hosted in the Netherlands that fosters collaboration and learning among .NET professionals.

In addition to his development and community activities, Eduard created SpreaView, a platform designed to give conference organizers and speakers deeper insights into their performance by automating speaker evaluations. His contributions to the Microsoft community have earned him the prestigious title of Microsoft MVP since 2020.

Eduard Keilholz is a seasoned software developer and cloud architect at 4Dotnet, where he specializes in Microsoft development and cloud technologies. With a passion for helping organizations build highly performant cloud software solutions, Eduard h... Show more

Mike Hartington

Mike Hartington

Mike is a developer, Angular GDE, and Developer Advocate at Prisma. Big fan of the web, helping people, and building cool stuff.

Mike is a developer, Angular GDE, and Developer Advocate at Prisma. Big fan of the web, helping people, and building cool stuff. Show more

Chris Gardner

Chris Gardner

Chris Gardner is a Senior Products and Platform Engineering Manager for Accenture, the Chairman of the DevSpace Technical Conference and a regular coder. Tortured by years of contracts that valued buzzwords over results, Chris has developed a true passion for finding solutions that fit the problem, not the technology of the week. Chris received his M.S in Computer Science, B.S. in Mathematics, and B.A. in Philosophy from the University of Alabama in Huntsville and is currently a Microsoft Certified Solutions Developer, Professional Developer, Information Technology Professional and Trainer.

Chris Gardner is a Senior Products and Platform Engineering Manager for Accenture, the Chairman of the DevSpace Technical Conference and a regular coder. Tortured by years of contracts that valued buzzwords over results, Chris has developed a true pa... Show more

Dennie Declercq

Dennie Declercq

Dennie is Microsoft MVP Developer Technologies and has experience in accessibility with Microsoft technologies. In daily life Dennie is president and developer at DDSoft, a nonprofit that connects IT to People who are less tech-savvy. Dennie invented technical solutions and systems to help people with disabilities to participate in their daily life. Thanks to his autism he's the right man at the right spot to contribute as a volunteer in function of people with disabilities.

Dennie is Microsoft MVP Developer Technologies and has experience in accessibility with Microsoft technologies. In daily life Dennie is president and developer at DDSoft, a nonprofit that connects IT to People who are less tech-savvy. Dennie invented... Show more

Renuka Kelkar

Renuka Kelkar


Renuka Kelkar is a trailblazing figure in the tech industry, known for her multifaceted roles as Co-Founder of ARNA Genext Solutions, Google Developer Expert for Flutter and Dart, and Founder of the TechPowerGirls Community. With a passion for fostering diversity and inclusion, she serves as an organizer for GDG London and a WomenTechmaker ambassador. Renuka's impactful contributions were recognized with the prestigious Diversity and Inclusion Award from Google in 2023. Her dynamic speaking prowess has earned her the prestigious title of Most Active Speaker for the past two years consecutively on Sessionize, cementing her reputation as a driving force in the tech community.

Renuka Kelkar is a trailblazing figure in the tech industry, known for her multifaceted roles as Co-Founder of ARNA Genext Solutions, Google Developer Expert for Flutter and Dart, and Founder of the TechPowerGirls Community. With a passion for fost... Show more

Mohamed Derhalli

Mohamed Derhalli

Mohamed has been working with Microsoft technologies for 16 years & has been an MVP since 2015. He has a passion for SharePoint, Copilot, Teams & Power Platform!
Mohamed obtained his Master's degree in Software Engineering from the university of Hertfordshire with the Golden Herts Award.

🍁 Organizer of the Canadian Cloud Summit with other awesome MVPS🍁

Mohamed has been working with Microsoft technologies for 16 years & has been an MVP since 2015. He has a passion for SharePoint, Copilot, Teams & Power Platform! Mohamed obtained his Master's degree in Software Engineering from the university of Her... Show more

Liz Sundet

Liz Sundet

Liz loves a challenge, so everything from a business problem to troubleshooting an error in a system is just another learning opportunity. As a trainer and international speaker, she hopes to inspire others to learn something they can apply to their own work immediately. When she is not working in SharePoint or traveling, you may find her in a variety of activities as diverse as she is: playing music, riding motorcycles, training her dog and even a craft or two.

Liz loves a challenge, so everything from a business problem to troubleshooting an error in a system is just another learning opportunity. As a trainer and international speaker, she hopes to inspire others to learn something they can apply to their ... Show more

Jon Jarvis

Jon Jarvis

Microsoft MVP & MCT | Sessionize Top 3% speaker 2022 & 2023

Jon specialises in Microsoft 365 with over 10 years of experience in consultancy and pre-sales; Jon is passionate about Microsoft products and especially enjoys the Microsoft Defender and Intune suites.

Jon is the co-host of the Microsoft Spotlight podcast, which has over 50 episodes of interviews with Women in Tech about their careers and journeys.

Jon particularly likes discussing Microsoft Security and Windows 365 and holds a Microsoft MVP in Intune and Windows 365.

Microsoft MVP & MCT | Sessionize Top 3% speaker 2022 & 2023 Jon specialises in Microsoft 365 with over 10 years of experience in consultancy and pre-sales; Jon is passionate about Microsoft products and especially enjoys the Microsoft Defender and... Show more

Jose Azevedo

Jose Azevedo

Professional Experience
More than 20 years of experience with Microsoft Dynamics 365
25 years of experience within different ERPs (SAP, Oracle Applications, Sage X3 and Dynamics 365)
University Invited Teacher
Career started in Portugal and moved to London 7 years ago
Different Roles in Consulting (Business Consultant, Functional Consultant, Project Manager, Programme Manager, Engagement Leader, Team Leader, Site Manager, Product Manager and Solution Architect)

Vertical Experience
Fashion, Food and Pharmaceutical (Retail and Manufacturing)
Real Estate

Some Personal
Food, Wine and Gin Lover
Runner (finished 4 marathons), Trekker (finished 10 ways of Camiño to Santiago), Padel and Bodyboarding

Professional Experience More than 20 years of experience with Microsoft Dynamics 365 25 years of experience within different ERPs (SAP, Oracle Applications, Sage X3 and Dynamics 365) University Invited Teacher Career started in Portugal and move... Show more

Martina Grom

Martina Grom

I’ve spent almost three decades in IT, always drawn to the places where technology can make work better for real people. Long before cloud, governance, and AI became mainstream, I was already exploring how to make these technologies practical, secure, and human‑centric.
As the Principal, Co‑Founder & CEO of atwork, I help organizations modernize how they operate—bringing together Microsoft 365, Azure, security, governance, and AI to create workplaces that are built for the future, not just for today.
I’m a long‑time Microsoft MVP and have been a Microsoft Regional Director since 2015. I also founded the Global AI Community – Vienna Chapter to give people a welcoming, accessible place to learn about AI and experiment with what’s possible.
Sharing knowledge has always been a big part of who I am. Whether I’m consulting, speaking, writing, or building community, I want to empower others to understand technology deeply and use it confidently. I hold a master’s degree in International Business Administration from the University of Vienna—but the real learning has come from helping people navigate change every day.

I’ve spent almost three decades in IT, always drawn to the places where technology can make work better for real people. Long before cloud, governance, and AI became mainstream, I was already exploring how to make these technologies practical, secure... Show more

Mustafa Toroman

Mustafa Toroman

Mustafa Toroman is a technology professional and the Chief Technology Officer (CTO) at run.events, a company that provides a platform for organizing and managing events. He has over 20 years of experience in the IT industry and has held various technical and leadership positions in companies around the world.
Toroman has a deep understanding of software development, cloud computing, and IT infrastructure management. He has expertise in building scalable and resilient systems that can handle large amounts of data and traffic. He is also a strong advocate for DevOps and believes in continuous improvement and learning.
Toroman is a Microsoft Azure MVP (Most Valuable Professional), a frequent speaker at technology conferences and events, and also and a community leader organizing meetups and events. He is also a published author and has written several books on Microsoft technologies and cloud computing.

Mustafa Toroman is a technology professional and the Chief Technology Officer (CTO) at run.events, a company that provides a platform for organizing and managing events. He has over 20 years of experience in the IT industry and has held various techn... Show more

John White

John White

John P White is the CTO of tyGraph and Evangelist at AvePoint. He holds a Master’s degree in Engineering from the University of Guelph and has been a Microsoft MVP since 2010 and a dual MVP since 2018 in both Microsoft Apps and Services and Data Platform.  He has spent far too long (since 1990) in the Information Technology space, and possesses a skill set that spans both architecture and development. He has been instrumental in delivering projects and applications that have been recognized with both local and global awards from Microsoft and IBM.
 John has accumulated a plethora of legacy technologies over the years like Novell, Lotus Notes and Java, and of course Microsoft technologies. This experience has proven invaluable when architecting systems. Over the past decade, he has been focused on the Microsoft collaborative and data platforms and is a frequent speaker on these topics.
 He blogs as actively as possible at the White Pages and is the co-host of the weekly https://bifocal.show/ which covers the Microsoft business intelligence space. John lives in the country just outside of Guelph, Canada. He is a father to 5, is an avid scuba diver, gardener, and photographer, both under and above the water (but mostly under).

John P White is the CTO of tyGraph and Evangelist at AvePoint. He holds a Master’s degree in Engineering from the University of Guelph and has been a Microsoft MVP since 2010 and a dual MVP since 2018 in both Microsoft Apps and Services and Data Plat... Show more

April Dunnam

April Dunnam

April Dunnam is a Principal Cloud Advocate at Microsoft, Microsoft Certified Trainer, and MVP alumni. Known for her ability to demystify the Power Platform and AI for both developers and makers, she blends deep technical knowledge with a knack for making complex topics approachable and fun.

With a passion for community and sharing knowledge, April runs a popular YouTube channel dedicated to Power Platform, AI, and low-code development. She actively contributes to the Microsoft 365 and Power Platform community through sample contributions, community calls, and mentorship.

April’s expertise has been recognized with the Microsoft Technology Excellence Award for her innovative Power Platform solutions. She is a frequent speaker at international conferences, helping businesses and developers harness the full potential of AI and the Power Platform. When she’s not advocating for the Power Platform, you can find her performing with her rock band or fueling her caffeine and LEGO building habits.

April Dunnam is a Principal Cloud Advocate at Microsoft, Microsoft Certified Trainer, and MVP alumni. Known for her ability to demystify the Power Platform and AI for both developers and makers, she blends deep technical knowledge with a knack for ma... Show more

Lesley Crook

Lesley Crook

Hi, I’m Lesley Crook a Viva Visionary and MVP Office Apps & Services of 8 years. With a focus on employee engagement, hybrid work, adoption & change management, champions programmes on Yammer, Teams and now Microsoft Viva.

Hi, I’m Lesley Crook a Viva Visionary and MVP Office Apps & Services of 8 years. With a focus on employee engagement, hybrid work, adoption & change management, champions programmes on Yammer, Teams and now Microsoft Viva. Show more

Ryan Mangan

Ryan Mangan

Ryan Mangan is an accomplished technologist specialising in End-User Computing (EUC), AI, cloud solutions, and subscription cost management. He excels in navigating complex infrastructure challenges and driving innovative technological advancements.

Expertise & Current Focus
- End-User Computing (EUC) and Cloud Technology
- Developing and building startups
- AI and its impact
- Cloud cost optimization strategies
- Technological advancements in IT infrastructure

Career Highlights
- CEO of EfficientEther Ltd, a startup building AI-driven IT solutions and cloud cost optimization tools
- Built and led the successful managed services company Systech IT Solutions for over a decade
- Author of "Mastering Azure Virtual Desktop," with the 1st Edition being a bestseller with over 63,000+ copies sold, and the 2nd Edition & other published

Awards / Accreditations
- Microsoft Most Valuable Professional
- Chartered Fellow of the British Computer Society (FBCS CITP)
- Parallels VIPP
- Editorial Advisory Board member for TechTarget
- Recognized by Feedspot in their Top 50 IT Blogs and Top 50 Azure Blogs in 2020

Notable Published Articles
- "Legacy Applications Causing the IT Industry Headaches" in the British Computer Society's IT Now Magazine, Winter Edition 2022
- "Green Coding: The Role of Energy Efficiency in Development," Computer Weekly (2024)
- "Advancing LLM Precision & Reliability," Computer Weekly (2024)

Speaking and Thought Leadership
- Public speaker and presenter on cloud technology, EUC, and AI
- Author of influential articles and books on Azure Virtual Desktop and IT solutions
- Engaging presenter known for making complex tech concepts relatable
- Blogger at democratising-clouds.com

Ryan's unique combination of deep technical knowledge, forward-thinking strategies, and compelling presentation skills positions him as a leading voice at conferences focused on cloud technology, EUC, and AI.

For speaking engagements or to explore partnership opportunities, reach out to Ryan on LinkedIn or visit his website.

Ryan Mangan is an accomplished technologist specialising in End-User Computing (EUC), AI, cloud solutions, and subscription cost management. He excels in navigating complex infrastructure challenges and driving innovative technological advancements. ... Show more

Pau Sempere

Pau Sempere

Global AI & Data Science Lead at Avolta. Master's degree in Computer Science at Universidad of Alicante (2005-2011). Microsoft AI MVP

Global AI & Data Science Lead at Avolta. Master's degree in Computer Science at Universidad of Alicante (2005-2011). Microsoft AI MVP Show more

Mete Atamel

Mete Atamel

I’m a Software Engineer and a Developer Advocate at Google in London. I build tools, demos, tutorials, and give talks to educate and help developers to be successful on Google Cloud.

I’m a Software Engineer and a Developer Advocate at Google in London. I build tools, demos, tutorials, and give talks to educate and help developers to be successful on Google Cloud. Show more

Chad Green

Chad Green

Chad Green is a visionary Senior Systems Architect at Jasper Engines & Transmissions with over 35 years of expertise in crafting innovative, customer-centric solutions. He is currently leading the migration of legacy systems to cloud-native technologies. His career spans diverse industries, including automotive, healthcare, education, and government. Recognized as a Microsoft Most Valuable Professional (MVP) and a dynamic community leader, Chad champions knowledge-sharing by organizing conferences and meetups and delivering speaking engagements at national and international events.

Outside the tech world, Chad proudly embraces his roles as a dedicated father, loving husband, and United States Marine Corps veteran. When he's not leading innovation or empowering communities, you'll find him bringing creativity to life through intricate Lego builds and his ever-growing Lego city.

Chad Green is a visionary Senior Systems Architect at Jasper Engines & Transmissions with over 35 years of expertise in crafting innovative, customer-centric solutions. He is currently leading the migration of legacy systems to cloud-native technolog... Show more

Please note that Sessionize is not responsible for the accuracy or validity of the data provided by speakers.

Most Active Speakers 2022

Every year, we put together a list of the most active speakers. This list features the top 3% of speakers who have participated in events using Sessionize during the 2022.

The 3% is calculated from the pool of all speakers that have at least one accepted session in year 2022. We don't include inactive speakers or speakers that had no accepted sessions during the year. There are around 12 thousand unique accepted speakers this year, the 3% is 371. Not all of them have their speaker profiles set as public, and we respect that, so the list doesn't show all of them.

The calculation is based on the number of accepted events, that's the main criteria, but to get more refined results we also look at things like multiple sessions per event, sharing a session with a co-speaker and how big the event is. Number of submissions and declined sessions don't affect the list.

Please note that the count of events and sessions in this list does not represent the number of events and sessions from the year 2022. Instead, it shows the number of events and sessions featured on the speaker's public speaker profile; these numbers have nothing to do with the award itself.