Most Active Speakers 2023

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

  • 759 speakers
  • Auto-generated
Marco Gomiero

Marco Gomiero

Marco is a Principal Android Engineer at Airalo and a Google Developer Expert for Android.

He builds mobile and desktop apps and the agent tooling that builds them: skills, subagents, scheduled automations, planning workflows, and orchestration systems that take work from first discussion to a shipped pull request. He builds it for his own projects and for engineering teams across Airalo.

He also maintains open-source projects, shares what he learns on his blog, and speaks at conferences around the world.

Marco is a Principal Android Engineer at Airalo and a Google Developer Expert for Android. He builds mobile and desktop apps and the agent tooling that builds them: skills, subagents, scheduled automations, planning workflows, and orchestration s... Show more

Christian Alexander Schreiber

Christian Alexander Schreiber

Christian Alexander Schreiber is the CEO & Founder and Lead Architect of nVibes, a next-generation European social platform based in Dresden, Germany, built around one central idea: Real Vibe. Real People.

With nVibes, Christian is building a social infrastructure for real human connection — a platform designed not for endless scrolling, but to help people feel less alone, find belonging, build trusted communities and create meaningful moments beyond the screen.

https://nvibes.de brings together social interaction, communities, events, real-world activities and intelligent digital experiences while placing privacy, trust, responsible AI and European digital sovereignty at the foundation of the platform.

With more than 30 years of experience in IT consulting, software architecture, Microsoft technologies and digital transformation, Christian combines deep technical expertise with the perspective of a technology founder building a new digital platform from Europe.

His work focuses on the intersection of human-centered technology, responsible and agentic AI, privacy-by-design, digital identity, platform trust, cloud architecture and European technological sovereignty. He explores how AI and modern platforms can strengthen human interaction instead of replacing it — and how technology can create genuine value when it is designed around people rather than attention.

Christian also speaks about AI-ready Azure architectures, responsible AI adoption, secure digital platforms, agentic systems and the practical realities of turning an ambitious technology vision into a real product.

As an international speaker, he brings together strategic leadership, hands-on architecture and real-world startup experience. His sessions are practical, technically grounded and driven by a clear conviction:

The future of social technology should not be about keeping people on a screen. It should help bring people together.

nVibes — Real Vibe. Real People.
A Social Infrastructure for Real Human Connection.

Christian Alexander Schreiber is the CEO & Founder and Lead Architect of nVibes, a next-generation European social platform based in Dresden, Germany, built around one central idea: Real Vibe. Real People. With nVibes, Christian is building a soci... Show more

Niels Tanis

Niels Tanis

Niels Tanis has got a background in .NET development, pentesting and security consultancy. He is Microsoft MVP and has been involved in breaking, defending and building secure applications.
Right now he is a software security engineer at Tidalis and before that he was a security researcher at Veracode where he focussed on static analysis of a variant of languages.
He is married, father of two and lives in a small village just outside Amersfoort, The Netherlands.

Niels Tanis has got a background in .NET development, pentesting and security consultancy. He is Microsoft MVP and has been involved in breaking, defending and building secure applications. Right now he is a software security engineer at Tidalis an... Show more

Yosef Arbiv

Yosef Arbiv

Yosef Arbiv is an engineering leader specializing in cloud-native platforms, AI developer tooling, and cybersecurity. A veteran of Cisco engineering leadership, Yosef has presented at KubeCon EU and DevOpsDays Tel Aviv on observable AI systems and platform engineering. Outside of tech, Yosef is a community volunteer instructor at Place-IL.

Yosef is passionate about people, software, and combining the two.

Yosef Arbiv is an engineering leader specializing in cloud-native platforms, AI developer tooling, and cybersecurity. A veteran of Cisco engineering leadership, Yosef has presented at KubeCon EU and DevOpsDays Tel Aviv on observable AI systems and pl... Show more

Daniel Oh

Daniel Oh

Java Champion, CNCF Ambassador & TAG DevEX Co-Chair, Microsoft MVP, Developer Advocate, Technical Marketing, Keynote Speaker, Published Author

Java Champion, CNCF Ambassador & TAG DevEX Co-Chair, Microsoft MVP, Developer Advocate, Technical Marketing, Keynote Speaker, Published Author Show more

Shari Oswald

Shari Oswald

They call me Shortcut Shari...Why? I believe we should all work smarter, not harder and I love keyboards shortcuts. I've been using SharePoint since before it was even called SharePoint and I'm excited to share my knowledge and expertise who are as excited as technology as I am. I know stuff and I love to SHARE it!

My focus is the "People Side of Change". As a Microsoft 365 Solutions Architect and Consultant that grew up right along with SharePoint, my practical knowledge of the Microsoft Productivity stack coupled with my passion for empowerment via learning makes me an excellent resource as a consultant and evangelist for Microsoft 365. My philosophies for information architecture and SharePoint design are centered on solving business challenges with technology and ensuring usability and adoption for the organization.

As for my experience, I'm a Microsoft Certified Trainer, a Microsoft Certified Specialist Master, consultant, presenter, author and evangelist. When I'm not architecting SharePoint magic as a consultant, I'm in the classroom or creating online learning for LinkedIN Learning, ClipTraining.com and Pluralsight. Join me for my sessions, I promise they will not only be informative, but they will also be FUN!

They call me Shortcut Shari...Why? I believe we should all work smarter, not harder and I love keyboards shortcuts. I've been using SharePoint since before it was even called SharePoint and I'm excited to share my knowledge and expertise who are as ... Show more

Kevin Feasel

Kevin Feasel

Kevin Feasel is a Microsoft Data Platform MVP and Proprietor of Catallaxy Services, LLC, where he specializes in data analytics with T-SQL and R, forcing Spark clusters to do his bidding, fighting with Kafka, and pulling rabbits out of hats on demand. He is the lead contributor to Curated SQL (https://curatedsql.com), president of the Triangle Area SQL Server Users Group (https://www.meetup.com/tripass), and author of PolyBase Revealed (https://www.apress.com/us/book/9781484254608) and Finding Ghosts in Your Data (https://link.springer.com/book/10.1007/978-1-4842-8870-2). When not traveling around for presentations, Kevin lives in Raleigh, North Carolina.

Kevin Feasel is a Microsoft Data Platform MVP and Proprietor of Catallaxy Services, LLC, where he specializes in data analytics with T-SQL and R, forcing Spark clusters to do his bidding, fighting with Kafka, and pulling rabbits out of hats on demand... Show more

Laila Bougria

Laila Bougria

Laila Bougria is a Solutions Architect and Engineer with over two decades of industry experience. She's a keynote speaker, a Microsoft MVP in Azure and Developer Technologies, and frequently shares her knowledge and insights at conferences worldwide. Currently, Laila is busy building NServiceBus at Particular Software and solving distributed riddles. She specializes in event-driven systems and is passionate about critical thinking. When she's not immersed in complex problems or code, Laila enjoys indulging in her favorite pastime - knitting! She finds that tangling the yarn into beautiful patterns helps untangle her thoughts.

Laila Bougria is a Solutions Architect and Engineer with over two decades of industry experience. She's a keynote speaker, a Microsoft MVP in Azure and Developer Technologies, and frequently shares her knowledge and insights at conferences worldwide.... Show more

David Drever

David Drever

David is an Associate Director with Protiviti Canada and a 10-time Microsoft 365 & Security MVP with 25 years of experience working within information technology. For 20 years, David has assisted organizations to collaborate efficiently and effectively within SharePoint and Microsoft 365. David assists companies to understand their compliance needs and how to protect their data. He has helped organizations build data protection programs to safeguard their most sensitive information while ensuring the business can collaborate and work with their content. Over the past 25 years, David has built a great deal of experience in a wide variety of areas in IT, ranging from Desktop\Server support to development in C++ and .NET technologies. He has added value to many clients in several sectors, including utilities, government, banking, and agriculture.

David is a knowledgeable and sought-after international speaker within IT circles and is consulted regularly by companies formulating their digital workplace strategies and compliance platforms.

David blogs at http://daviddrever.com

David is an Associate Director with Protiviti Canada and a 10-time Microsoft 365 & Security MVP with 25 years of experience working within information technology. For 20 years, David has assisted organizations to collaborate efficiently and effective... Show more

Vivian Voss

Vivian Voss

Vivian Voss is a Microsoft Business Applications and M365 MVP who loves to help organizations transform their processes with Dynamics 365 and Power Platform. Vivian has around 10 years of experience in creating solutions within the Dynamics 365 suite and extending it with the tools from the Power Platform. She is also a co-organizer of various user groups and a frequent speaker at community events.

Vivian Voss is a Microsoft Business Applications and M365 MVP who loves to help organizations transform their processes with Dynamics 365 and Power Platform. Vivian has around 10 years of experience in creating solutions within the Dynamics 365 suite... 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, Organizer for KCD 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, Organizer for KCD Toronto, and Founder of EmpathyOps. He i... Show more

Heini Ilmarinen

Heini Ilmarinen

Heini is a math teacher turned Azure expert. With her background in mathematics and teaching, she has a great passion for problem solving, simplifying complex things and a unique approach to architectures.
She is a Co-founder at Bruvo and a Data Platform MVP, specializing in Azure infrastructure and the data platform. She has been working with customers large and small for the past several years to help them sort out their path to the cloud and make sense of their architecture - both hybrid and cloud. She has worked extensively with both Azure infrastructure and analytics solutions, and makes the most of this skillset in her projects, as well as while speaking. On her free time Heini spends time in the nature, either snowboarding or mountain biking, depending on the season.

Heini is a math teacher turned Azure expert. With her background in mathematics and teaching, she has a great passion for problem solving, simplifying complex things and a unique approach to architectures. She is a Co-founder at Bruvo and a Data Pla... Show more

Roland Guijt

Roland Guijt

Roland is a Microsoft MVP, MCT and Pluralsight author enjoying a constant curiosity around new techniques in software development. His focus is on all things .NET and browser technologies with a special focus on security.
As a long-time trainer and speaker, he led many courses on these topics and spoke about these topics at many international conferences. He's currently working with Duende software to help building out their products.

Roland is a Microsoft MVP, MCT and Pluralsight author enjoying a constant curiosity around new techniques in software development. His focus is on all things .NET and browser technologies with a special focus on security. As a long-time trainer and... Show more

Matthew-Hope Eland

Matthew-Hope Eland

An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering, AI, and data science concepts in the most ridiculous ways possible. Matthew-Hope has used machine learning to settle debates over whether Die Hard is a Christmas movie, reinforcement learning to drive the behavior of digital squirrels, data analytics to suggest improvements to his favorite TV show, and AI agents to play board games and create an AI agent with the personality of a dog. Matthew-Hope is the author of "Practical C# Projects with .NET", "Refactoring with C#", and "Data Science in .NET with Polyglot Notebooks", several entries in the Game AI Uncovered anthology, and a pair of LinkedIn Learning courses. They help organize the Central Ohio .NET Developer Group, run several blogs and a YouTube channel, and hold a Master’s of Science in Data Analytics and a growing number of Microsoft MVP awards.

An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering, AI, and data science concepts in the most ridiculous ways possible. Matthew-Hope has used machine learning to settle debates over whether Die Hard is a Christmas ... Show more

Matheus Albuquerque

Matheus Albuquerque

Matheus is a Staff Front-End Engineer at Medallia, building their surveys platform and helping them shape the customer experience market with React and a Google Developer Expert in Web Performance.

His areas of interest include React and its ecosystem, JS and compile-to-JS languages, DX, and perceived performance optimization. Aside from public speaking about these, he also volunteers at TechLabs, teaching front-end development.

Matheus is a Staff Front-End Engineer at Medallia, building their surveys platform and helping them shape the customer experience market with React and a Google Developer Expert in Web Performance. His areas of interest include React and its ecosy... Show more

Mey Beisaron

Mey Beisaron

I am a Senior Platform Engineer and AI Leader dedicated to evolving the way we build software.

With over a decade of experience in Kubernetes and CI/CD, I now focus on Context Engineering, forming the needed connections between raw infrastructure and agentic workflows.

Beyond engineering, I’m a keynote and public speaker at global conferences including Devoxx London, KubeCon North America, and DevOpsDays NYC—speaking about developer experience, AI, and Star Wars.
May the Force be with you.

I am a Senior Platform Engineer and AI Leader dedicated to evolving the way we build software. With over a decade of experience in Kubernetes and CI/CD, I now focus on Context Engineering, forming the needed connections between raw infrastructure... Show more

Engin Diri

Engin Diri

As a Senior Solutions Architect at Pulumi with over 15 years of experience in the IT industry, including roles at the Schwarz Group and W&W Versicherungen, I bring extensive expertise with an end-user and enterprise focus. Currently working for a startup while collaborating with enterprise clients has further enriched my experience!

I began my career as a Java backend developer, transitioned to frontend development, and ultimately specialized in CI/CD and DevOps. Working with ANT and Cruise Control to switch to Jenkins and Microsoft Team Foundation Server added some traumas on top! But as they say, what doesn't kill you makes you stronger.

I have now embraced the dynamic world of DevOps and Platform Engineering, leveraging cloud technologies and Kubernetes.

Recently, I have been exploring AI to find ways to make myself redundant in the future.

As a Senior Solutions Architect at Pulumi with over 15 years of experience in the IT industry, including roles at the Schwarz Group and W&W Versicherungen, I bring extensive expertise with an end-user and enterprise focus. Currently working for a sta... Show more

Nicolas Fränkel

Nicolas Fränkel

Nicolas Fränkel is a technologist focusing on cloud-native technologies, DevOps, CI/CD pipelines, and system observability. His focus revolves around creating technical content, delivering talks, and engaging with developer communities to promote the adoption of modern software practices. With a strong background in software, he has worked extensively with the JVM, applying his expertise across various industries. In addition to his technical work, he is the author of several books and regularly shares insights through his blog and open-source contributions.

Nicolas Fränkel is a technologist focusing on cloud-native technologies, DevOps, CI/CD pipelines, and system observability. His focus revolves around creating technical content, delivering talks, and engaging with developer communities to promote the... Show more

Mikey Bronowski

Mikey Bronowski

What do I do? I select, I select stars!

Data enthusiast with a mathematics background. Working with SQL Server for over 15 years. Blogger at (bronowski.it).

Not long ago Poland Data Community member, now proud UK Data Platform active member and SotonDataCloud.org leader.

When not working or teaching, learns new things or attends various data/technical conferences and meetups.

Italian Calcio fan and traveller, amateur photographer catching anything that moves.

What do I do? I select, I select stars! Data enthusiast with a mathematics background. Working with SQL Server for over 15 years. Blogger at (bronowski.it). Not long ago Poland Data Community member, now proud UK Data Platform active member and... Show more

Stacy Cashmore

Stacy Cashmore

Three decades of shipping software across industries gives Stacy stories worth hearing.

She takes the stage to share what actually works — live code, hard-won lessons, and a genuine passion for helping teams build better.

Recognised with a Microsoft MVP Award for Developer Technologies since 2020, she is also the author of Beginning Azure Static Web Apps, helping developers build dynamic applications using C#, Azure Functions, and Azure Static Web Apps.

Three decades of shipping software across industries gives Stacy stories worth hearing. She takes the stage to share what actually works — live code, hard-won lessons, and a genuine passion for helping teams build better. Recognised with a Micr... Show more

Sasha Denisov

Sasha Denisov

Sasha is CTO at Brainform.ai with over 20 years of experience architecting scalable enterprise systems. With a strong engineering background, his expertise spans frontend, backend, cloud infrastructure, mobile development, and AI — from cloud-based generative AI to on-device solutions. He specializes in building robust, production-ready products using a variety of technologies and frameworks. Sasha has delivered solutions across fintech, digital media, and entertainment. He is a Google Developer Expert for Cloud, AI, Firebase, Flutter, and Dart, co-organizes the Flutter Berlin Community, and is a recognized international speaker and writer, having presented at 30+ conferences worldwide.

Sasha is CTO at Brainform.ai with over 20 years of experience architecting scalable enterprise systems. With a strong engineering background, his expertise spans frontend, backend, cloud infrastructure, mobile development, and AI — from cloud-based g... Show more

David Pazdera

David Pazdera

Raised and trained as an IT Engineer, transitioned to a solution architect role. Azure MVP, passionate about building tech communities, "security built-in, not bolted on" and "everything as code" principles. You can find my professional bio at https://www.linkedin.com/in/pazdedav/ and my GitHub Profile page at https://github.com/pazdedav

Raised and trained as an IT Engineer, transitioned to a solution architect role. Azure MVP, passionate about building tech communities, "security built-in, not bolted on" and "everything as code" principles. You can find my professional bio at https:... Show more

Viktor Hedberg

Viktor Hedberg

Security consultant with a focus on Microsoft Security either on-prem or in the cloud, and a blueteamer at heart. Viktor has worked within IT for the past 10 years always within Cyber Security. Working for public sector in Sweden for years but now as a specialist at Truesec AB focusing on proactive security measures, DFIR and advises on all things cyber.

Security consultant with a focus on Microsoft Security either on-prem or in the cloud, and a blueteamer at heart. Viktor has worked within IT for the past 10 years always within Cyber Security. Working for public sector in Sweden for years but now as... Show more

Johan Ludvig Brattås

Johan Ludvig Brattås

Johan Ludvig Brattås leads Data & AI Solutions at Tower NewCo, and a dedicated community guy. He has worked with MS SQL server since late 1999, mostly with BI in one form or another. Since 2015, most of his work has been in the cloud working on data platform services such as Snowflake, Databricks and Fabric.

Combining his passion for MS SQL Server with his passion for sharing knowledge, he started speaking at various events in the SQL Community. This is also a way to give back to the community for all the things he has learned over the years. When not working, Johan Ludvig either spends his time with his kids, playing with new technology or teaching coeliacs how to bake glutenfree food.

Johan Ludvig Brattås leads Data & AI Solutions at Tower NewCo, and a dedicated community guy. He has worked with MS SQL server since late 1999, mostly with BI in one form or another. Since 2015, most of his work has been in the cloud working on data ... Show more

Chirag Patel

Chirag Patel

Chirag is an Independent Consultant & Trainer at Patel Consulting, based in London UK, focusing on enabling secure & compliant collaboration and productivity solutions in organisations using Generative AI, Microsoft 365 and Purview technologies.

With over 25 years of experience in technology professional services and training delivery, Chirag’s career spans from database development & administration, implementing collaboration & information management solutions to cloud deployments & migrations. Key roles include, Product Owner, Solution Architect & Engineer specialising hands-on delivery of technical solutions with demonstrated results in designing & implementing secure, reliable, scalable and fault tolerant mission critical enterprise solutions. Chirag’s contributions extends to various channels and partners on practical consultancy, classroom training, and personalised training with clients in many sectors, he establishes himself as leader and problem solver on projects for broad adoption of tech and is also a regular speaker at community events.

Chirag holds MSc in Business Systems Analysis & Design and is a Microsoft Certified Trainer (MCT), TOGAF Certified Architect, BCS Chartered IT Professional and a recipient of Microsoft MVP award every year since 2020. He is also an Approved Chartered Membership Assessor at BCS (British Computer Society).

Chirag is an Independent Consultant & Trainer at Patel Consulting, based in London UK, focusing on enabling secure & compliant collaboration and productivity solutions in organisations using Generative AI, Microsoft 365 and Purview technologies. W... 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, Azure Database for PostgreSQL, and Azure HorizonDB. Bob has worked for Microsoft for 32+ 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, Microsoft Fabric, and Azure PostgreSQL often presenting talks on new releases, internals, and specialized topics at events such as SQLBits, Microsoft Build, Microsoft Ignite, PASS Summit, FabCon, SQLCon, and VS Live. 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, Azure SQL Revealed 2nd Edition, and SQL Server 2025 Unveiled available from Apress Media.

Bob Ward is a Principal Architect for the Microsoft Azure Data team, which owns the development for Microsoft SQL, Azure Database for PostgreSQL, and Azure HorizonDB. Bob has worked for Microsoft for 32+ years on every version of SQL Server shipped f... Show more

Patty O'Callaghan

Patty O'Callaghan

Patty is a Venezuelan living in Scotland. She has +25 years of experience in the tech industry and a background education in Computer Science and Artificial Intelligence. She is a Technical Director and Head of AI (Architecture and Engineering Group) at Charles River Laboratories.

Patty is a member of the Google Developer Advisory Board, an organiser at Google Developers Group Glasgow, serves as an Ambassador for Google's Women Techmakers, and is recognised as a Google Developer Expert (GDE) in Artificial Intelligence.

Patty is a Venezuelan living in Scotland. She has +25 years of experience in the tech industry and a background education in Computer Science and Artificial Intelligence. She is a Technical Director and Head of AI (Architecture and Engineering Group)... Show more

Joanne Klein

Joanne Klein

Joanne Klein is CEO of NexNovus, a Microsoft 365 consultancy, and a 10-time Microsoft MVP specializing in Microsoft Purview, SharePoint, and Microsoft 365 compliance. She helps organisations develop practical information protection, records management, and data governance strategies that support business objectives while preparing for AI-powered ways of working.

A recognised speaker, author, and educator, Joanne shares practical, real-world guidance on securing, protecting, and governing information assets while balancing compliance, productivity, and user experience.

Joanne Klein is CEO of NexNovus, a Microsoft 365 consultancy, and a 10-time Microsoft MVP specializing in Microsoft Purview, SharePoint, and Microsoft 365 compliance. She helps organisations develop practical information protection, records managemen... Show more

Matteo Pagani

Matteo Pagani

Matteo is a Cloud Solution Architect in the AI Business Solution Tech Success team in Microsoft. In his role, he's focused on innovation & skilling for the Copilot ecosystem, supporting customers and colleagues in adopting the latest technologies in the ecosystem, like Cowork, Scout, Copilot Studio, Agent 365, etc. He has a strong passion for knowledge sharing and he supports the developer community by writing articles, blog posts and books and by speaking at conferences all around the world. Before joining Microsoft, he was a Microsoft MVP for almost 5 years.

Matteo is a Cloud Solution Architect in the AI Business Solution Tech Success team in Microsoft. In his role, he's focused on innovation & skilling for the Copilot ecosystem, supporting customers and colleagues in adopting the latest technologies in ... Show more

Prathap Reddy

Prathap Reddy

Prathap Reddy Chenchappagari
Prathap Reddy Chenchappagari is a Microsoft AI MVP and Agentic AI Consultant specializing in Microsoft stack, Copilot Studio, Microsoft Foundry, and enterprise AI solutions.
He works on designing and building AI agents and multi-agent systems that solve real-world business problems using both low-code and pro-code approaches. His areas of expertise include Agentic AI, AI Agents, Microsoft Foundry, Copilot Studio, Microsoft 365 Copilot, Azure AI, RAG, AI orchestration, and enterprise automation.
Prathap is also the founder of Innovation Tech Community, where he organizes and delivers AI-focused technical sessions, workshops, and community events for developers, architects, and technology professionals.
I regularly speaks about Agentic AI, AI Agents, Microsoft Copilot, Microsoft Foundry, Copilot Studio, and the future of enterprise AI. He focuses on practical, hands-on learning and real-world implementation rather than purely theoretical concepts.

Prathap Reddy Chenchappagari Prathap Reddy Chenchappagari is a Microsoft AI MVP and Agentic AI Consultant specializing in Microsoft stack, Copilot Studio, Microsoft Foundry, and enterprise AI solutions. He works on designing and building AI agents ... 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.