Most Active Speakers 2023

Sessionize proudly presents the list of the most active speakers in the year 2023!

  • 756 speakers
  • Auto-generated
Laura Graham-Brown

Laura Graham-Brown

Data Platform and Business Applications Microsoft MVP
Business solutions should solve business problems and the business should own the problem and the solution. I've spent my whole career empowering businesses to do that.

Data Platform and Business Applications Microsoft MVP Business solutions should solve business problems and the business should own the problem and the solution. I've spent my whole career empowering businesses to do that. Show more

Ana Maria Bisbe York

Ana Maria Bisbe York

Ana María is a data professional with over 35 years of experience in the software industry and extensive experience, both in training and in projects, in data modeling and analysis with Microsoft technology like SQL, Power BI, and Fabric for advanced analytics.
She shares knowledge and experiences and promotes the visibility of female talent in technology.
You can find her in forums and international events and congresses in Spain, many European countries, LATAM, and the United States, as a speaker, organizer, or attendee, and also online on her Twitter account (ambynet), on LinkedIn (https://www.linkedin.com/in/ambynet/) or her technical blog at AMBY.NET (https://amby.net/) which he has maintained for almost 20 years. She is a Power Platform Madrid community co-leader and leads projects and initiatives in Power Platform Spain.

Ana María is a data professional with over 35 years of experience in the software industry and extensive experience, both in training and in projects, in data modeling and analysis with Microsoft technology like SQL, Power BI, and Fabric for advanced... Show more

Hugo Kornelis

Hugo Kornelis

Hugo Kornelis is an established SQL Server community expert who spends a lot of time at various conferences. He is also a blogger, technical editor of a variety of books, and Pluralsight author. He was awarded SQL Server MVP and Data Platform MVP 17 times (2006 - 2016 / 2019 - now).

When not working for the community, he is busy at his day job: freelance database developer/consultant.

Hugo has over 25 years of SQL Server experience in various roles. Starting from a strong database design background, he has spent the last ten years specializing in execution plans and query performance tuning.

Hugo Kornelis is an established SQL Server community expert who spends a lot of time at various conferences. He is also a blogger, technical editor of a variety of books, and Pluralsight author. He was awarded SQL Server MVP and Data Platform MVP 17 ... Show more

Kathryn Grayson Nanz

Kathryn Grayson Nanz

In 2013, I graduated with a BFA and took my first job as a Junior Graphic Designer at a small, boutique ad agency. While there, my Creative Director warned me to never let anyone find out I could code, because if I did I'd be stuck doing it forever. I ignored his warning; it turns out he was completely right, but I've never been happier.

I currently work as a developer advocate on a wonderful team where I help people build web applications in React, design and maintain their UI component libraries, and desperately attempt to stop back-end devs from writing any more CSS.

In 2013, I graduated with a BFA and took my first job as a Junior Graphic Designer at a small, boutique ad agency. While there, my Creative Director warned me to never let anyone find out I could code, because if I did I'd be stuck doing it forever. ... Show more

Sarah Morgan

Sarah Morgan

Sarah brings with her more than 18 years of experience in the software industry, primarily at Boston-based ventures. In addition to her current role as a Sr. Product Manager at TelemetryHub, she is a product strategy consultant for Tapple.io.
Sarah holds a BS in Computer Science from Eckerd College, a Masters of Science in Innovation from Northeastern University, and an MBA also from Northeastern.

Sarah brings with her more than 18 years of experience in the software industry, primarily at Boston-based ventures. In addition to her current role as a Sr. Product Manager at TelemetryHub, she is a product strategy consultant for Tapple.io. Sarah... Show more

Sameer Mhaisekar

Sameer Mhaisekar

I'm the founder organizer of Experts Live India, organizing physical and online conferences. I also host a tech/semi tech podcast, Experts Live India podcast.

I'm a 2x Microsoft MVP (recently in Azure AI services) and been awarded Azure content hero and Azure community hero badgers by Microsoft.

I'm active in the observability and AI space.

I'm the founder organizer of Experts Live India, organizing physical and online conferences. I also host a tech/semi tech podcast, Experts Live India podcast. I'm a 2x Microsoft MVP (recently in Azure AI services) and been awarded Azure content he... Show more

Mike Martin

Mike Martin

As a Microsoft Technical Evangelist, Mike is an Azure goto for ISV’s (independent software vendors). He’s been active in the IT industry for more than 20 years and has performed almost all types of job profiles, going from coaching and leading a team to architecting and systems design and training. Today he’s primarily into the Microsoft Cloud Platform and Application Lifecycle Management. He’s not a stranger to both dev and IT Pro topics, they even call him the perfect hybrid solution.

In January 2012 he became a crew member of AZUG, the Belgian Microsoft Azure User Group. As an active member he’s both involved in giving presentations and organizing events (like ITProceed, Techorama and Global Azure Bootcamp aka GAB). Mike was also a Microsoft Azure MVP (awarded 5 times since 2013, received his Fifth in July 2017! ) and Microsoft Azure Advisor.

Helping out in the community and introducing new & young people into the world of Microsoft and technology is also one of his passions.

As a Microsoft Technical Evangelist, Mike is an Azure goto for ISV’s (independent software vendors). He’s been active in the IT industry for more than 20 years and has performed almost all types of job profiles, going from coaching and leading a team... Show more

Timothy Spann

Timothy Spann

Tim Spann is the Senior SolutionsEngineer - Financial Services working withSnowflake, Cortex AI, Apache NiFi, Apache Iceberg, Python, Apache Polaris, Streamlit, Cloud Data, Vectors, Data, Generative AI, ML, Hugging Face, Apache Kafka, Apache Flink, Pytorch, big data, the IoT, machine learning, and deep learning. Tim has over a decade of experience with the IoT, big data, distributed computing, streaming technologies, and Java programming. Previously, he was a Principal Developer Advocate at Zilliz/Milvus, Principal Developer Advocate at Cloudera, Developer Advocate at StreamNative, Principal Field Engineer at Cloudera, a Senior Solutions Architect at AirisData and a senior field engineer at Pivotal. He blogs for DZone, where he is the Big Data Zone leader, and runs a popular meetup in Princeton on big data, the IoT, deep learning, streaming, NiFi, the blockchain, and Spark. Tim is a frequent speaker at conferences such as IoT Fusion, Strata, ApacheCon, Data Works Summit Berlin, DataWorks Summit Sydney, and Oracle Code NYC. He holds a BS and MS in computer science.

https://medium.com/@tspann
https://www.youtube.com/@FLaNK-Stack
https://www.datainmotion.dev/p/about-me.html
https://dzone.com/users/297029/bunkertor.html

Tim Spann is the Senior SolutionsEngineer - Financial Services working withSnowflake, Cortex AI, Apache NiFi, Apache Iceberg, Python, Apache Polaris, Streamlit, Cloud Data, Vectors, Data, Generative AI, ML, Hugging Face, Apache Kafka, Apache Flink, P... Show more

Nikola Ilic

Nikola Ilic

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

Lorenzo Vercellati

Lorenzo Vercellati

I have been working on databases for 20 years and for over 10 years on business intelligence projects.
I'm a speaker for SQL Saturday and the Power Platform world Tour.
I am a teacher at DIAD and one of the administrators of Power BI User Group Italy

I have been working on databases for 20 years and for over 10 years on business intelligence projects. I'm a speaker for SQL Saturday and the Power Platform world Tour. I am a teacher at DIAD and one of the administrators of Power BI User Group Ita... Show more

Alain Delachaux

Alain Delachaux

Je suis tombé dans la marmite Agile en 2018, après 17 ans de vie dans l'IT et la conception de produits.
D'abord Product Owner, puis Scrum Master. Aujourd’hui, j’accompagne les équipes dans leur découverte de l’Agilité.
Je me considère comme agnostique en matière d’Agilité. Pour moi les frameworks sont des outils utiles, à condition d’être bien compris et utilisés avec discernement.
Mon objectif est de rester fidèle au Manifeste Agile et à son esprit, tout en étant attentif aux impacts humains, organisationnels et environnementaux — notamment en promouvant un numérique responsable.

Je suis tombé dans la marmite Agile en 2018, après 17 ans de vie dans l'IT et la conception de produits. D'abord Product Owner, puis Scrum Master. Aujourd’hui, j’accompagne les équipes dans leur découverte de l’Agilité. Je me considère comme agnost... 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

Brian Gorman

Brian Gorman

Brian is a Microsoft Azure MVP, speaker, author, trainer, and .NET developer with deep expertise across cloud and application development. He holds MCSA: Web App Certification, MCSD: App Builder, and twelve Azure certifications, including Developer, Administrator, DevOps Engineer, Solutions Architect, Data Administrator, Security Engineer, AI Engineer, and Cosmos DB — along with multiple Fundamentals certifications. Since 2019, he has also been a Microsoft Certified Trainer (MCT).

Brian earned a Master of Science in Computer Information Systems and a Bachelor of Science in Computer Science. He brings over 15 years of experience teaching computer science, SQL databases, object-oriented programming (C#, VB.NET, Java), and Microsoft Office in online university settings.

As an educator and creator, Brian has developed numerous online training courses available across multiple platforms and has authored several books with APress, including Practical Entity Framework and Practical Entity Framework Core 6, Developing Solutions for Microsoft Azure Certification Companion: Hands-on Preparation and Practice for Exam AZ-204, and is scheduled to publish the third edition of Practical Entity Framework in November along with .NET/EF 10

Brian is a Microsoft Azure MVP, speaker, author, trainer, and .NET developer with deep expertise across cloud and application development. He holds MCSA: Web App Certification, MCSD: App Builder, and twelve Azure certifications, including Developer, ... Show more

Tushar Kumar

Tushar Kumar

Azure Certified Cloud Solutions Architect, Awarded Most valuable professional by Microsoft, former MSP, Community lead and Microsoft recognized Azure Community Hero. With rich experience in planning, designing, implementing and maintaining secure applications in Azure Cloud from x86 and non-x86 environments. A recognized leader in migrating and creating enterprise architecture for the transition from on-premise to cloud using Azure services.
I hold advanced specialization in Identity, Security, and Compliance and working extensively in the large transformation of enterprises and Banking Finance and Insurance institutions.

Azure Certified Cloud Solutions Architect, Awarded Most valuable professional by Microsoft, former MSP, Community lead and Microsoft recognized Azure Community Hero. With rich experience in planning, designing, implementing and maintaining secure app... Show more

Chris Huntingford

Chris Huntingford

I’m a geek and proud to admit it! I’m also a rather large, talkative South African who plays drums, wears horrendous Hawaiian shirts and has an affinity for engaging in as many social gatherings as humanly possible, because, well….I want to experience as much as possible and connect with as many different people as I can! I am, unapologetically, Myself! This zest for interaction and collaboration has led to a fixation on community and an understanding that by bringing people together in the right environment, ANYTHING can be achieved.

I have an intense enthusiasm for technology. I am a terrific tinkerer, a passionate problem solver and a magical maker. As long as I am creating something, I feel fulfilled. Technology provides me with my creative outlet, especially in a digital format. My core focus is on the Microsoft Power Platform, a perfect consolidation of digital technology creating a symphony between both right and left brain hemispheres.

I love to explore the huge mountain of digital building bricks provided by Microsoft to create amazing solutions and solve real problems. I love to bring people together to talk about the amazing things that can be created and can be used to change the way organisations work. I enjoy watching as people, both inexperienced and seasoned, build things and then realise that technology and learning have no boundaries. The sense of digital inclusion within community is what I strive for.

I look forward to connecting with each and every one of you!

#BuildAwesomeThings

I’m a geek and proud to admit it! I’m also a rather large, talkative South African who plays drums, wears horrendous Hawaiian shirts and has an affinity for engaging in as many social gatherings as humanly possible, because, well….I want to experienc... Show more

Kevin McDonnell

Kevin McDonnell

Inspired by those in the community that have gone before me, I try to share what I learn by looking at what the services from Microsoft can offer, understanding challenges people have and bringing those two things together. Having learned from 13 years in Financial Services, I moved into the world of consulting, currently acting as Group Manager - Modern Workplace at Avanade.

I am lucky enough to have been awarded as a Microsoft MVP in Microsoft 365 Apps and Services, participate as a Viva Explorer and co-host the modern workplace podcast GreyHatBeardPrincess as well as blogging and sharing videos.

Inspired by those in the community that have gone before me, I try to share what I learn by looking at what the services from Microsoft can offer, understanding challenges people have and bringing those two things together. Having learned from 13 yea... Show more

Jorge Levy

Jorge Levy

Microsoft MVP, recognized in the areas of Developer Technologies and Microsoft Azure. My journey as a dedicated programmer spans over two decades, fueled by unwavering conviction and a deep passion for technology.

I proudly serve as a community leader, leading 'Latino Net Online', a vibrant community that unites .NET developers across Latin America. I also lead the 'Asp.Net (Spanish)' community on Facebook, fostering connections and knowledge sharing within the Spanish-speaking programming community.

Microsoft MVP, recognized in the areas of Developer Technologies and Microsoft Azure. My journey as a dedicated programmer spans over two decades, fueled by unwavering conviction and a deep passion for technology. I proudly serve as a community l... Show more

Antonio Liccardi

Antonio Liccardi

Antonio Liccardi is a seasoned speaker, book author, and trainer, currently serving as Chief Technology Officer at Blexin. His passion for knowledge sharing led him to co-found "DotNetCampania," an Italian .NET community where he helps others enhance their skills in DevOps, the .NET ecosystem, and software development in general. Antonio is a frequent speaker at both national and international conferences, including Microsoft Build, and has been recognized as a Microsoft MVP for Visual Studio Developer Technologies since 2015. He also hosts a live show called "DevOps Time" for UgiDotNet, Italy’s largest .NET community, and runs the podcast "Il corriere del DevOps."

Antonio Liccardi is a seasoned speaker, book author, and trainer, currently serving as Chief Technology Officer at Blexin. His passion for knowledge sharing led him to co-found "DotNetCampania," an Italian .NET community where he helps others enhance... Show more

Gaston Cruz

Gaston Cruz

Microsoft Most Valuable Professional (MVP) in Data Platform for the last 9 years and MVP in AI.

Over 20 years of experience in business and technology working with organizations at various stages of digital transformations. Over the years, worked with several industry sectors including Retail, Banking, Minery, Oil & Gas, and Media/Entertainment. Also led several products and applications that have been in the cusp of data, strategy, technology, and business transformation. Passion for data , emerging technologies and new offerings enables clients to make fact-based decisions and drive actions in the market together.​

Provided recommendations and guidance on revamping Analytics and Reporting enterprise architecture for different companies in helping drive a Customer Data Exchange working closely with the C-Suite to help them design their New Data Services Organization with Data Products. Stood up new capabilities required to effectively operate and move toward Data Monetization using advanced Data consolidation and Data Sharing capabilities focusing on Privacy/Compliance and Data Governance

YouTube channel Power Mates: https://www.youtube.com/@PowerMatesMS

Microsoft Most Valuable Professional (MVP) in Data Platform for the last 9 years and MVP in AI. Over 20 years of experience in business and technology working with organizations at various stages of digital transformations. Over the years, worked ... Show more

Chris Klug

Chris Klug

Chris Klug is a developer badass-as-a-service that either creates or solves problems depending on who you ask. He loves creating and building things. Whether it be a new application, a new kitchen or a new RC helicopter, you will see him building things all the time. Most of the time, that means writing code and solving problems for clients at a company called Active Solution in Stockholm though. Except for the many days he spends at conferences and usergroups, talking about doing things he is passionate about, and for the days he goes mountain biking, IPSC shooting, kiteboarding or RC helicopter flying.
For the last 15-something years, he has been solving problems for customers, and loving it. But if he gets to choose, he'll go to the beach and kitesurf every day!

Chris Klug is a developer badass-as-a-service that either creates or solves problems depending on who you ask. He loves creating and building things. Whether it be a new application, a new kitchen or a new RC helicopter, you will see him building thi... Show more

Amarender Peddamalku

Amarender Peddamalku

Amarender Peddamalku is a Microsoft MVP in Business Applications. As a Digital Transformation Leader and Microsoft Modern Work Practice Lead at Perficient, my focus is on Employee Experience and Power Platform. Has over 15 years of experience with Microsoft Technologies and worked with every single version of SharePoint since its inception.

Amarender Peddamalku is a Microsoft MVP in Business Applications. As a Digital Transformation Leader and Microsoft Modern Work Practice Lead at Perficient, my focus is on Employee Experience and Power Platform. Has over 15 years of experience with Mi... Show more

Damian Synadinos

Damian Synadinos

For over 30 years, Damian Synadinos helped “build better software and build software better” through testing. Now, through his company Ineffable Solutions (Ineffable-Solutions.com), he helps “build better people”. As a full-time, international public speaker, he delivers entertaining and educational keynotes, talks, and training that are focused on people, based on experience, and supplemented with research. His career and audiences include many diverse companies and industries including airline, retail, insurance, finance, e-commerce, and commercial realty. Damian also helped organize the "QA or the Highway" testing conference (QAortheHighway.com), performs & teaches improv, authored and illustrated a children’s book (HankAndStellaBooks.com), and draws strangers for fun (IDrawStrangers.com).

For over 30 years, Damian Synadinos helped “build better software and build software better” through testing. Now, through his company Ineffable Solutions (Ineffable-Solutions.com), he helps “build better people”. As a full-time, international public... Show more

Ruby Jane Cabagnot

Ruby Jane Cabagnot

Ruby Jane Cabagnot, a proficient web developer, speaker, and co-author of Practical Enterprise React, is an active figure in the tech world. Passionate about programming languages like TypeScript, C#, and React, RJ's ongoing learning fuels her drive for innovation and boundary-pushing. She is dedicated to educating and promoting women in technology.

Ruby Jane Cabagnot, a proficient web developer, speaker, and co-author of Practical Enterprise React, is an active figure in the tech world. Passionate about programming languages like TypeScript, C#, and React, RJ's ongoing learning fuels her drive ... Show more

Helen Ugoeze Okereke

Helen Ugoeze Okereke

Helen Okereke is a distinguished Software and Robotics Engineer from Nigeria with extensive expertise in the Internet of Things (IoT). Formerly a Database Management Specialist at the National Institute of Information Technology, she optimized database systems and enhanced data-driven decision-making.

Helen is passionate about education, having trained university students and professionals in IoT through various programs. She is known for her practical workshops that blend theoretical foundations with hands-on experience.

Her work in robotics and IoT has led to innovative hardware solutions, from smart home systems to industrial automation. Helen’s deep understanding of emerging technologies and her commitment to innovation make her a sought-after speaker and educator in the tech community.

Helen Okereke is a distinguished Software and Robotics Engineer from Nigeria with extensive expertise in the Internet of Things (IoT). Formerly a Database Management Specialist at the National Institute of Information Technology, she optimized databa... Show more

Javier Villegas

Javier Villegas

Javier Villegas is IT Director (DBA & BI Services) at Mediterranean Shipping Company with 30 years of experience working with SQL Server, Including Azure SQL.
His specialization is Administration, Performance Tuning, High Availability and Disaster Recovery.
Javier is a Microsoft MVP Data Platform since 2016 and MCT
He is a frequent speaker in technical conferences and events such as SQL Saturdays, PASS Virtual Groups, PASS Marathons, 24 Hours SQL PASS , vOpen , GroupBy , Data Saturdays and Azure Global Bootcamps.
He is one of the group leaders of SQL Argentina Community and former Microsoft Azure Data Advisory Board Member

Javier Villegas is IT Director (DBA & BI Services) at Mediterranean Shipping Company with 30 years of experience working with SQL Server, Including Azure SQL. His specialization is Administration, Performance Tuning, High Availability and Disaster ... Show more

Danilo Dominici

Danilo Dominici

Danilo Dominici is a senior consultant, speaker, and author specializing in SQL Server since version 6.5, mostly in the design, implementation, monitoring, and performance tuning of SQL Server-based solutions, both on-premise and in the cloud (Azure/AWS). He is also specializing in PostgreSQL performance tuning, high availability and monitoring. Danilo is a Microsoft Certified Trainer since 2000, a 6-times Data Platform MVP (2014-2020) - now MVP Alumni, an active member of UGISS (the Italian SQL Server User Group), and has been the co-leader of the PASS Global Italian Virtual Chapter. He wrote some of the chapters of the Microsoft SQL Server 2012 and 2014 Upgrade Guides and co-authored the book "Azure Data Solutions: an Introduction" published by Microsoft Press.

Danilo Dominici is a senior consultant, speaker, and author specializing in SQL Server since version 6.5, mostly in the design, implementation, monitoring, and performance tuning of SQL Server-based solutions, both on-premise and in the cloud (Azure/... Show more

Vanessa Toves

Vanessa Toves

When I was young I wanted to be an architect. As it turns out, I'm a different type of architect. I am a Microsoft 365 Solutions Architect.

When I was young I wanted to be an architect. As it turns out, I'm a different type of architect. I am a Microsoft 365 Solutions Architect. Show more

Lars Klint

Lars Klint

Lars is a Principal Developer Advocate at Atlassian, an author, trainer, Microsoft Azure MVP, community leader, aspiring YouTube host and part time classic car collector. He is heavily involved in the space of cloud computing services, especially Azure, and is a published author, solution architect and writer for numerous publications. He has been a part of the software development community for the past 20 years and co-organises the DDD Melbourne community conference, organises developer events with Microsoft, and also runs a part time car restoration business. He has spoken at numerous technical events around the world and is an expert in Australian Outback Internet.

Lars is a Principal Developer Advocate at Atlassian, an author, trainer, Microsoft Azure MVP, community leader, aspiring YouTube host and part time classic car collector. He is heavily involved in the space of cloud computing services, especially Azu... Show more

Glenn F. Henriksen

Glenn F. Henriksen

Glenn F. Henriksen is a mentor and developer from Norway. As the co-founder and CTO of Justify, he gets to build new legal tools for everyone to use, helping to create better communication and less conflict in relationships. He's continuously exploring new tools, processes and technologies, and improving how he and his fellow developers work with code, tasks and projects. He has been a Microsoft Development MVP, a part of the Microsoft Regional Director program and is an ASP.NET Insider and an Azure Advisor. In the past 25+ years he has co-owned two companies, worked as a consultant, manager, support tech, network admin, developer, architect, technical lead and more, but his favourite things are still swapping code for food and building stuff that makes a difference in people’s lives.

Glenn F. Henriksen is a mentor and developer from Norway. As the co-founder and CTO of Justify, he gets to build new legal tools for everyone to use, helping to create better communication and less conflict in relationships. He's continuously explori... Show more

Régis Schneider

Régis Schneider

Je suis marié, avec 2 enfants (14 & 15 ans). J'apprécie particulièrement les voyages éloignés, mais aussi ceux au bout de la rue. Tant d'opportunités de rencontrer et d'apprendre !
Le mot que j'apprécie le moins : "Normal".
Un mot que je n'apprécie pas trop : "Bienveillance". Un principe que j'apprécie beaucoup : "Bienveillance".
Sinon, tombé dans Agile en 2009, je ne veux maintenant plus m'en sortir, que ce soit à la maison ou au boulot. Je tente de développer depuis un positionnement de facilitateur, de produit et d’équipe.

Je suis marié, avec 2 enfants (14 & 15 ans). J'apprécie particulièrement les voyages éloignés, mais aussi ceux au bout de la rue. Tant d'opportunités de rencontrer et d'apprendre ! Le mot que j'apprécie le moins : "Normal". Un mot que je n'apprécie... Show more

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

Most Active Speakers 2023

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 2023.

The 3% is calculated from the pool of all speakers that have at least one accepted session in year 2023. We don't include inactive speakers or speakers that had no accepted sessions during the year. There are around 25 thousand unique accepted speakers this year, the 3% is 771. 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 2023. 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.