Most Active Speakers 2023

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

  • 756 speakers
  • Auto-generated
Guy Royse

Guy Royse

Guy works for Redis as a Developer Advocate. Combining his decades of experience in writing software with a passion for learning—and for sharing what he has learned—Guy explores interesting topics and spreads the knowledge he has gained around developer communities worldwide.

Teaching and community have long been a focus for Guy. He ran a local JavaScript meetup in Ohio for more than a decade and has served on the selection committees of numerous conferences. He'll happily speak anywhere that will have him and has even has helped teach programming at a prison in Central Ohio.

In his personal life, Guy is a hard-boiled geek interested in role-playing games, science fiction, and technology. He also has a slightly less geeky interest in history and linguistics. He has an entire wall of role-playing games and science fiction books, speaks Spanish like a two-year old, and is a ham radio operator—callsign W8GUY.

Guy lives in Ohio with his wife. His three sons are adults now and are all moved out. He is immensely proud of the men they have become.

Guy works for Redis as a Developer Advocate. Combining his decades of experience in writing software with a passion for learning—and for sharing what he has learned—Guy explores interesting topics and spreads the knowledge he has gained around develo... Show more

Samuel Shaw

Samuel Shaw

Sam has been in the technology space professionally for a decade after dabbling as a developer while working in academia. His spare time is spent trying new things or in the gym fighting. Most recently the focus being Krav Maga and Kung Fu.

Sam has been in the technology space professionally for a decade after dabbling as a developer while working in academia. His spare time is spent trying new things or in the gym fighting. Most recently the focus being Krav Maga and Kung Fu. Show more

Marc Duiker

Marc Duiker

Marc is a Sr Developer Advocate at Diagrid and enjoys sharing knowledge on how to build distributed applications. He's one of the Dapr Community Managers, and he loves helping developers to achieve more every day.

You might have seen Marc at a developer meetup or conference, since he's a regular speaker and event-organizer in the area of Dapr, Azure cloud, and serverless technologies. From 2019 to 2025 Marc received the Microsoft Azure MVP award for his community contributions.

In his spare time, Marc likes to give attention to the creative part of his brain. He likes to create pixel art (check out VSCode Pets), code visuals & music, and create an occasional retro game.

Marc is a Sr Developer Advocate at Diagrid and enjoys sharing knowledge on how to build distributed applications. He's one of the Dapr Community Managers, and he loves helping developers to achieve more every day. You might have seen Marc at a dev... Show more

Michelle Gilbert

Michelle Gilbert

Principal Cloud Solution Architect focused on Modern Work and M365 Copilot. Trusted advisor for delivering the value proposition of Copilot and leading architectural design sessions. Former Director of Modern Work Customer Success, Teams Technical Specialist, Microsoft MVP and Office 365 solution architect in the Twin Cities, MN. She has been delivering business collaboration solutions for years with her focus on Copilot, Teams, Viva, SharePoint, and Office 365. Michelle is the board President of the Minnesota Microsoft 365 User Group, community organizer of MN M365 Workshop Day and has been a member of the SharePoint community since 2009.

Principal Cloud Solution Architect focused on Modern Work and M365 Copilot. Trusted advisor for delivering the value proposition of Copilot and leading architectural design sessions. Former Director of Modern Work Customer Success, Teams Technical Sp... Show more

Clément Serafin

Clément Serafin

I am Clément SERAFIN, architect and MVP on Microsoft 365.
Specialized in tenant 365 migrations during merge & acquisitions, I currently advise companies on several areas of Microsoft 365:
– Entra ID (Security, IAM)
– Teams (Call center, Teams Premium, Mesh)
– Exchange Online / Hybrid (Migration, Security)
– Copilot 365
– Defender for Office 365
– PowerShell advanced automation (Graph, Xaml Gui)

I am Clément SERAFIN, architect and MVP on Microsoft 365. Specialized in tenant 365 migrations during merge & acquisitions, I currently advise companies on several areas of Microsoft 365: – Entra ID (Security, IAM) – Teams (Call center, Teams Prem... Show more

Gethyn Ellis

Gethyn Ellis

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

Mauricio "Salaboy" Salatino

Mauricio "Salaboy" Salatino

Mauricio Salatino, also known as salaboy, works for Diagrid as an Open Source and Ecosystem Engineer. He is a Java Champion, Cloud Native Ambassador, and international Keynote speaker. Before working at Diagrid, Mauricio spent the last 10 years building tools for Cloud-Native developers at companies such as Red Hat and VMware. When he is not writing tools for developers or contributing to open source projects in the Cloud Native space, he teaches about Kubernetes and Cloud-Native via his Blog salaboy.com and/or LearnKube

Mauricio Salatino, also known as salaboy, works for Diagrid as an Open Source and Ecosystem Engineer. He is a Java Champion, Cloud Native Ambassador, and international Keynote speaker. Before working at Diagrid, Mauricio spent the last 10 years build... Show more

Daniel Ostrovsky

Daniel Ostrovsky

A seasoned Full Cycle Web Development Expert and R&D Manager, brings over two decades of experience, skillfully leading both local and international development teams from concept to delivery. As a recognized public speaker and blog writer, he also makes notable contributions to the open-source community.

In addition, Daniel leads the "NG-Heroes" meetup, creating networking and knowledge-sharing opportunities within the tech industry. Beyond his professional endeavors, he values family time above all else, proudly owning the title of "The Best Developer in the World," humorously awarded by his wife. Combining technical leadership, community involvement, and a strong family focus.

A seasoned Full Cycle Web Development Expert and R&D Manager, brings over two decades of experience, skillfully leading both local and international development teams from concept to delivery. As a recognized public speaker and blog writer, he also m... 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

Emiliano Montesdeoca

Emiliano Montesdeoca

Emiliano is a Uruguayan-Spanish software developer, Microsoft MVP in Developer Technologies, and passionate community advocate based in Tenerife. He’s also a proud dad, balancing family life with a deep commitment to tech and community.

As Team Lead at Intelequia Technologies, he drives the design of scalable cloud solutions using Microsoft technologies, blending strategic vision with hands-on execution. With years of experience tackling complex challenges, Emiliano brings strong expertise in cloud architecture and team leadership.

A frequent speaker and blogger, he shares practical insights to support and mentor the global developer community—giving back to the ecosystem that shaped his own journey.

Emiliano is a Uruguayan-Spanish software developer, Microsoft MVP in Developer Technologies, and passionate community advocate based in Tenerife. He’s also a proud dad, balancing family life with a deep commitment to tech and community. As Team Le... Show more

Vadym Kazulkin

Vadym Kazulkin

I'm Vadym Kazulkin 🇺🇦, husband and father of 3. I'm AWS Serverless Hero and Head of Development at ip.labs based in Bonn. I have been in the tech industry for over 25 years. My current focus and interests include the design and implementation of highly scalable and available applications in the AWS Cloud, with a special passion for Serverless, Generative, and Agentic AI, as well as the optimization of Java applications (also utilizing Spring Boot, Micronaut, and Quarkus frameworks) on AWS Lambda.

I'm also the co-organizer of the Java User Group Bonn meetup, a frequent speaker at various national and international events, and a regular author of articles in different published and online magazines and on my online blog.

I'm Vadym Kazulkin 🇺🇦, husband and father of 3. I'm AWS Serverless Hero and Head of Development at ip.labs based in Bonn. I have been in the tech industry for over 25 years. My current focus and interests include the design and implementation of hi... Show more

Brayan Kai Mwanyumba

Brayan Kai Mwanyumba

Brayan is a data scientist passionate about technical writing and open-source advocacy. He volunteers at different developer communities across Africa including OSCA Nairobi, and CHAOSS Project Africa, and is also a GitHub Campus Expert. All this owing to his strong passion for supporting fellow upcoming technologists and advocating for DEI. It makes him happier, and more balanced and gives him a stronger sense of purpose to innovate, share, and teach in and with the community rather than just for it.

Brayan is a data scientist passionate about technical writing and open-source advocacy. He volunteers at different developer communities across Africa including OSCA Nairobi, and CHAOSS Project Africa, and is also a GitHub Campus Expert. All this owi... Show more

Marino Wijay

Marino Wijay

Marino Wijay is a Canadian, Traveller, International Speaker, and Open Source Advocate and Architect for AI, API Platforms, Service Mesh, Kubernetes, and Networking. He is a CNCF Ambassador, Civo Cloud Ambassador, Lead Organizer for KubeHuddle Toronto, and Founder of EmpathyOps. He is passionate about technology and modern distributed systems. He will always fall back to the patterns of Networking and the ways of the OSI. Community building is his driving force; A modern Jedi Academy.

Marino Wijay is a Canadian, Traveller, International Speaker, and Open Source Advocate and Architect for AI, API Platforms, Service Mesh, Kubernetes, and Networking. He is a CNCF Ambassador, Civo Cloud Ambassador, Lead Organizer for KubeHuddle Toront... Show more

Jörgen Nilsson

Jörgen Nilsson

Jorgen is working as a principal consultant at Onevinn in Sweden. He has been working as a consultant since 1993 with a focus on Enterprise Client Management and System Management. Involved in many projects and also a Microsoft Certified Trainer, Microsoft Security MVP and Windows and Devices MVP, deliver training's mostly on Intune and Windows 11. Jörgen is also an appreciated speaker at event like Microsoft Ignite, Microsoft Techdays, Microsoft Management Summit(MMS), TechED, Techorama, TechMentor and Workplace Ninjas.

Jorgen is working as a principal consultant at Onevinn in Sweden. He has been working as a consultant since 1993 with a focus on Enterprise Client Management and System Management. Involved in many projects and also a Microsoft Certified Trainer, Mic... Show more

Paula García Esteban

Paula García Esteban

💫📊 Freelance: data visualization and AI training
🧑‍🏫🤖 IA/ML Instructor @ LinkedIn Learning
🎨🚀 #PBICoreVisuals Community Representative
🙆🏻‍♀️💡 Top LinkedIn Data Visualization Voice
🏅💻 Microsoft MVP Data Platform & AI Platform

I trust the power of data and persuasive communication.

💫📊 Freelance: data visualization and AI training 🧑‍🏫🤖 IA/ML Instructor @ LinkedIn Learning 🎨🚀 #PBICoreVisuals Community Representative 🙆🏻‍♀️💡 Top LinkedIn Data Visualization Voice 🏅💻 Microsoft MVP Data Platform & AI Platform I trus... Show more

Deborah Melkin

Deborah Melkin

Deborah Melkin has been working as a database professional with SQL Server for over 20 years. She spends her days helping programmers with all aspects of database design, queries, performance, and deployment. In 2016, she began her blog, Deb the DBA. Soon after that, she began speaking at SQL Saturdays and user groups. Deborah is a co-leader of the Data Platform Women in Tech (WIT) Virtual User Group and co-founder of WITspiration, a WIT mentorship circle. She is a former board member of the New England SQL Server User Group. She was named as One to Watch as part of the #Redgate 100 in 2022 and won Speaker Idol at PASS Summit 2019. Deborah is also a Microsoft MVP for the Data Platform (2020- ).

In her spare time, Deborah can usually be found doing something musical or something geeky with her husband, Andy, and their dog, Sebastian.

Deborah Melkin has been working as a database professional with SQL Server for over 20 years. She spends her days helping programmers with all aspects of database design, queries, performance, and deployment. In 2016, she began her blog, Deb the DBA.... Show more

Olivier Van Steenlandt

Olivier Van Steenlandt

Olivier Van Steenlandt is a Business Intelligence Professional who spent most of his early career assisting retail companies to get more value of their data using the Microsoft BI Stack (SSIS, SSAS, SSRS, Power BI).

As his first experience in the field (in Business Intelligence), Olivier worked as a Big Data Analyst using tools such as Hadoop and Spark.

In 2015 the focus changed to traditional data warehousing & reporting using SSIS, SSRS & MicroStrategy. A bit later, around June 2019, the opportunity arose to fill the position of BI Teamlead. In this function he was able to set up a hybrid BI Team (team members in Belgium and Belarus).

Early 2020, Olivier joined the dataMinds crew as a core member, assisting to organise several events.

Around April 2021, Olivier started a new position as BI Teamlead in another Retail Company to support business growth. Besides the challenge to help the BI Team grow and deliver projects on time, he started to use SSAS & Power BI.

In April 2025, Olivier stepped away from internal positions and became an independent consultant.

When Olivier is not working there is a high chance that you find him on a football field, studying (BI Related), playing music (Saxophone / Piano) or cooking.

Olivier Van Steenlandt is a Business Intelligence Professional who spent most of his early career assisting retail companies to get more value of their data using the Microsoft BI Stack (SSIS, SSAS, SSRS, Power BI). As his first experience in the ... Show more

Xuan Ahehehinnou

Xuan Ahehehinnou

J'ai toujours évolué dans le domaine des solutions Microsoft, en passant par des expériences professionnelles sur les technologies de gestion des identités et des accès, de messagerie, de communications unifiées, de réseaux et télécoms.

Initié dans le domaine de l'IAM Microsoft depuis la fin des années 90, Active Directory est une de mes passions et occupations quotidiennes depuis sa naissance, puis Azure Active Directory/Entra ID depuis son plus jeune age.
En complément, j'ai débuté sur les communications unifiées avec Live Communications Server et continue d'intervenir sur les communications unifiées avec Teams.

Depuis quelques années, mon expertise porte principalement sur les solutions de cybersécurité des services cloud Microsoft, et sur la téléphonie Teams.

J'ai toujours évolué dans le domaine des solutions Microsoft, en passant par des expériences professionnelles sur les technologies de gestion des identités et des accès, de messagerie, de communications unifiées, de réseaux et télécoms. Initié da... Show more

Ashley Davies

Ashley Davies

Google Developer Expert for Android and Kotlin, enthusiastic public speaker, senior engineer, Kotlin aficionado, Multiplatform manipulator, prolific facilitator of cute cat photographs, spends more time travelling than working (he/him)

Google Developer Expert for Android and Kotlin, enthusiastic public speaker, senior engineer, Kotlin aficionado, Multiplatform manipulator, prolific facilitator of cute cat photographs, spends more time travelling than working (he/him) Show more

Joseph Guadagno

Joseph Guadagno

Joe Guadagno has been writing software for over 30 years, has been an active member of the .NET community, formerly serving on the .NET Foundation Board of Directors, as President, and has been a Microsoft MVP in .NET for more than 15 years. He has spoken through the United States and international events on topics ranging from Microsoft .NET, Microsoft Azure, Ionic, Bootstrap, and many others. You can see the complete list at https://www.josephguadagno.net/presentations. When not sitting at a computer, Joe loves to hang out with his family and play games. When not playing games with the family, Joe is checking out the latest in Home Automation. You can connect with Joe on Bluesky at @jguadagno.com, Facebook at JosephGuadagnoNet, and on his blog at https://www.josephguadagno.net

Joe Guadagno has been writing software for over 30 years, has been an active member of the .NET community, formerly serving on the .NET Foundation Board of Directors, as President, and has been a Microsoft MVP in .NET for more than 15 years. He has s... Show more

Brian Vermeer

Brian Vermeer

Staff Developer Advocate for Snyk, Java Champion, Oracle Ace Pro, and Software Engineer with over a decade of hands-on experience in creating and maintaining software. He is passionate about Java, (Pure) Functional Programming and Cybersecurity. Brian is a JUG leader for the Virtual JUG and the NLJUG. He also co-leads the DevSecCon community and is a community manager for Foojay. He is a regular international speaker on mostly Java-related conferences like JavaOne, Devnexus, Devoxx, Jfokus, JavaZone and many more. Besides all that, Brian is a military reserve for the Royal Netherlands Air Force and a Taekwondo Master / Teacher.

Staff Developer Advocate for Snyk, Java Champion, Oracle Ace Pro, and Software Engineer with over a decade of hands-on experience in creating and maintaining software. He is passionate about Java, (Pure) Functional Programming and Cybersecurity. Bria... Show more

Saeid Dahl

Saeid Dahl

Saeid Dahl, Microsoft Azure MVP, is honored to be a Community Leader for the Microsoft Zero to Hero and MSFarsi Community, fostering a vibrant network of over 7000 members. With more than 17 years of dedicated experience in the IT industry, Saeid holds the roles of Senior Solution Architect and Technical Leader at Upheads, where his focus lies in Microsoft solutions, particularly Azure.

Recognized for his proficiency in PowerShell, Saeid specializes in automation, integration, and maximizing Azure's capabilities. With a genuine passion for knowledge-sharing, he engages audiences as a public speaker and is committed to mentoring individuals, aiming to inspire through shared insights.

Saeid's expertise encompasses Azure design, offering a deep understanding of Azure Cloud adoption, solution architecture, and navigating Hybrid Cloud environments. His strategic guidance assists organizations on their cloud journey, leveraging his comprehensive knowledge of Azure.

As an active participant in the Azure community, Saeid Dahl humbly embodies a commitment to excellence, innovation, and the empowerment of others through his continuous learning and dedication.

Saeid Dahl, Microsoft Azure MVP, is honored to be a Community Leader for the Microsoft Zero to Hero and MSFarsi Community, fostering a vibrant network of over 7000 members. With more than 17 years of dedicated experience in the IT industry, Saeid hol... Show more

Angeliki Patsiavou

Angeliki Patsiavou

I am a Microsoft Business Applications MVP and Prosci® certified, Dynamics 365 and Power Platform functional lead. My experience is in business applications, CRM operations and enterprise change. With a FTSE 100 client background in Financial Services, CRM and Marketing across Microsoft, Adobe, and Salesforce platforms, I manage global transformation and adoption programs with deep human impact. I am also a speaker in the Microsoft Community, advocating as a human evangelist about user-centered design and enabling governance.

I am a Microsoft Business Applications MVP and Prosci® certified, Dynamics 365 and Power Platform functional lead. My experience is in business applications, CRM operations and enterprise change. With a FTSE 100 client background in Financial Service... Show more

Marcin Siewnicki

Marcin Siewnicki

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

Nico Jacobs

Nico Jacobs

Dr. Nico Jacobs started his career as a data mining researcher at the university of Leuven, Belgium. He joined U2U in 2004 as an instructor, author and technology strategist. His current technical expertise focuses on Power BI and Data Engineering/Data Science on Microsoft Azure. As a passionate trainer, Nico likes to inspire his students to gain a thorough knowledge on the subject. Nico regularly speaks at local and international conferences. You can see what he’s up to by following @SqlWaldorf on Twitter .

Dr. Nico Jacobs started his career as a data mining researcher at the university of Leuven, Belgium. He joined U2U in 2004 as an instructor, author and technology strategist. His current technical expertise focuses on Power BI and Data Engineering/Da... Show more

Jan Vidar Elven

Jan Vidar Elven

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

Doug Leal

Doug Leal

Enterprise Architect with 25+ years of experience delivering data-centric solutions, including big data, cloud, analytics, and data engineering strategies in both enterprise and consulting capacities. Proven expertise in AWS, Azure Cloud, Databricks, MLFlow, and Spark, driving scalable and efficient data solutions. A trusted advisor in enterprise data architecture for both existing and new platforms; Databricks Champion for CGI. Passionate about machine learning and leveraging advanced analytics to drive business value.

Enterprise Architect with 25+ years of experience delivering data-centric solutions, including big data, cloud, analytics, and data engineering strategies in both enterprise and consulting capacities. Proven expertise in AWS, Azure Cloud, Databricks,... Show more

Bob Ward

Bob Ward

Bob Ward is a Principal Architect for the Microsoft Azure Data team, which owns the development for Microsoft SQL ground to cloud to fabric. Bob has worked for Microsoft for 31+ years on every version of SQL Server shipped from OS/2 1.1 to SQL Server 2025 including Azure SQL and SQL database in Fabric. Bob is a well-known speaker on SQL Server, Azure SQL, AI, and Microsoft Fabric often presenting talks on new releases, internals, and specialized topics at events such as SQLBits, Microsoft Build, Microsoft Ignite, PASS Summit, Fabric Community Conference, and VS Live. You can also learn Azure SQL from him on the popular series https://aka.ms/azuresql4beginners. You can follow him at @bobwardms or linkedin.com/in/bobwardms. Bob is the author of the books Pro SQL Server on Linux, SQL Server 2019 Revealed, Azure SQL Revealed, SQL Server 2022 Revealed, and Azure SQL Revealed 2nd Edition available from Apress Media.

Bob Ward is a Principal Architect for the Microsoft Azure Data team, which owns the development for Microsoft SQL ground to cloud to fabric. Bob has worked for Microsoft for 31+ years on every version of SQL Server shipped from OS/2 1.1 to SQL Server... Show more

Kevin Griffin

Kevin Griffin

Kevin Griffin has been running production .NET applications and teaching developers for over two decades. A 16-time Microsoft MVP specializing in ASP.NET Core and Azure, Kevin brings real-world experience from his own SaaS products alongside his consulting work at Swift Kick. He's hosted the Hampton Roads .NET User Group since 2009 and founded RevolutionVA, the nonprofit behind Hampton Roads DevFest. Kevin's talks blend hard-won lessons from production systems with practical advice you can use Monday morning.

Kevin Griffin has been running production .NET applications and teaching developers for over two decades. A 16-time Microsoft MVP specializing in ASP.NET Core and Azure, Kevin brings real-world experience from his own SaaS products alongside his cons... Show more

Mohamed Wali

Mohamed Wali

Mohamed is working as a Senior Solutions Architect for AWS Solutions Architecture team based out of Amsterdam, Netherlands. He is a subject matter expert in Cloud Architecture helping the customers scale their use of AWS safely and securely, accelerate their adoption of cloud and driving the value of their investment in AWS while acting as a technical liaison between customers and product teams to help evolve the AWS platform.

Mohamed is working as a Senior Solutions Architect for AWS Solutions Architecture team based out of Amsterdam, Netherlands. He is a subject matter expert in Cloud Architecture helping the customers scale their use of AWS safely and securely, accelera... 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.