Most Active Speakers 2023

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

  • 757 speakers
  • Auto-generated
Benni De Jagere

Benni De Jagere

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

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

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

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

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

Vivek Yadav

Vivek Yadav

Vivek Yadav is an Enterprise Solutions Architect at FlutterFlow and a Google Developer Expert (GDE) for Flutter & Dart, with 8+ years of experience building and scaling production-grade mobile applications.

He has worked across startups, mid-size companies, and large enterprises, leading architecture and delivery of real-world apps. One of his published applications has surpassed 20+ million downloads on the App Store and Play Store, reflecting his strong focus on scalability, performance, and maintainable front-end architecture.

Vivek is deeply involved in the Flutter ecosystem as a speaker, mentor, and educator. He regularly helps teams and developers move from framework knowledge to product-ready engineering, covering topics such as Flutter architecture, FlutterFlow, front-end best practices, and building apps at scale.

As a speaker, Vivek is known for practical, experience-driven talks that bridge the gap between development and product thinking—helping audiences ship better apps with confidence.

Vivek Yadav is an Enterprise Solutions Architect at FlutterFlow and a Google Developer Expert (GDE) for Flutter & Dart, with 8+ years of experience building and scaling production-grade mobile applications. He has worked across startups, mid-size ... Show more

Philipp Krenn

Philipp Krenn

Philipp leads Developer Relations at Elastic — the company behind the Elasticsearch, Kibana, Beats, and Logstash. Based in San Francisco, he lives to demo interesting technology and solve challenging problems — all with a smile and a terminal window.

Philipp leads Developer Relations at Elastic — the company behind the Elasticsearch, Kibana, Beats, and Logstash. Based in San Francisco, he lives to demo interesting technology and solve challenging problems — all with a smile and a terminal window. Show more

PJ Hagerty

PJ Hagerty

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

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

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

Paul Andrew

Paul Andrew

Paul (AKA @mrpaulandrew) is the Co-Founder & CTO of Cloud Formations, a specialist data consultancy based in the UK. With nearly 20 years’ experience designing and delivering Microsoft data architectures, Paul leads a passionate team of engineers, supporting businesses small and large with scalable cloud platforms. Business value delivered through data insights. Over the years, Paul has covered the breadth and depth of design patterns and industry leading concepts, including Lambda, Kappa, Delta Lake, Data Mesh and Data Fabric.

Paul is also a Microsoft Data Platform MVP, director for the Data Relay community conference, East Midlands user group leader, book author and mentor. In addition to the day job(s), Paul is a father of three, husband, foodie, runner, blood donor, geek, Lego, and Star Wars fan! Lastly, Paul confesses to enjoying a Ramstein playlist when given half a chance to do some coding for a customer project.

Paul (AKA @mrpaulandrew) is the Co-Founder & CTO of Cloud Formations, a specialist data consultancy based in the UK. With nearly 20 years’ experience designing and delivering Microsoft data architectures, Paul leads a passionate team of engineers, su... Show more

Tejas Chopra

Tejas Chopra

Tejas Chopra is a Senior Software Engineer, working in the Data Storage Platform team at Netflix, where he is responsible for architecting storage solutions to support Netflix Studios and Netflix Streaming Platform. Prior to Netflix, Tejas was working on designing and implementing the storage infrastructure at Box, Inc. to support a cloud content management platform that scales to petabytes of storage & millions of users. Tejas has worked on distributed file systems & backend architectures, both in on-premise and cloud environments as part of several startups in his career. Tejas is an International Keynote Speaker and periodically conducts seminars on Micro services, NFTs, Software Development & Cloud Computing and has a Masters Degree in Electrical & Computer Engineering from Carnegie Mellon University, with a specialization in Computer Systems.

Tejas Chopra is a Senior Software Engineer, working in the Data Storage Platform team at Netflix, where he is responsible for architecting storage solutions to support Netflix Studios and Netflix Streaming Platform. Prior to Netflix, Tejas was workin... 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

Tracy Boggiano

Tracy Boggiano

Tracy, a Senior SQL Developer with Abarca Health, juggles SQL queries and civic responsibilities. When she isn't busy exchanging banter with databases, Tracy amplifies her impact in the real world. Her dedication to the NC Guardian ad Litem program since 2003 has been louder than any keynote speech, providing a voice for the voiceless foster children. SQL Server might be her day job, but it's clear that her heart beats for these kids. She's not just a member but an active voice on several councils and boards, defending those with mental illness and foster families. A Day in the Life of Tracy: from data architect to architect of change!

Tracy, a Senior SQL Developer with Abarca Health, juggles SQL queries and civic responsibilities. When she isn't busy exchanging banter with databases, Tracy amplifies her impact in the real world. Her dedication to the NC Guardian ad Litem program s... Show more

Wim Matthyssen

Wim Matthyssen

Wim is an Azure Technical Advisor and Trainer with over fifteen years of Microsoft technology expertise who specializes in helping companies transition to the Cloud.

Wim is also a Microsoft MVP in the Azure category, a founding board member of the MC2MC user group, and an active community contributor, sharing his experiences through blogs and speaking engagements.

Wim is an Azure Technical Advisor and Trainer with over fifteen years of Microsoft technology expertise who specializes in helping companies transition to the Cloud. Wim is also a Microsoft MVP in the Azure category, a founding board member of the... Show more

Magnus Ahlkvist

Magnus Ahlkvist

Magnus works as an independent SQL Server consultant at his company Transmokopter SQL AB, with everything from on-premise to cloud databases, from database design and T-SQL programming to infrastructure planning and administration, from transaction intensive databases to data warehousing workloads.
When paid work stops, community work starts. Magnus is a long time co-leader for SQL Server User Group Sweden, he's organising SQL Friday every Friday noon and he's speaking and volunteering on data events, small and large. In October 2020, Magnus was awarded the Microsoft Data Platform MVP award.

Magnus works as an independent SQL Server consultant at his company Transmokopter SQL AB, with everything from on-premise to cloud databases, from database design and T-SQL programming to infrastructure planning and administration, from transaction i... Show more

Barkha Herman

Barkha Herman

Barkha Herman is a technologist, experienced developer advocate, and the founder of WiTVoices and South Florida Women in Tech. With a deep understanding of technology and a love for fostering inclusive and diverse tech communities, Barkha is dedicated to empowering individuals and organizations to thrive in the rapidly evolving digital landscape.

In addition to her work at WiTVoices, she takes great pride in leading South Florida Women in Tech. These organizations are committed to empowering women in technology and creating a supportive environment for their professional growth. Through mentorship programs, networking events, and educational initiatives, they strive to break barriers and foster inclusivity in the tech industry.

Barkha Herman is a technologist, experienced developer advocate, and the founder of WiTVoices and South Florida Women in Tech. With a deep understanding of technology and a love for fostering inclusive and diverse tech communities, Barkha is dedicate... Show more

Prathyusha(Prathy) Kamasani

Prathyusha(Prathy) Kamasani

I’m Prathyusha (Prathy) Kamasani, a solopreneur behind Data Nova, a small, purpose-driven business specialising in Microsoft BI solutions. With over 15 years of experience in the data space, I take a design-first approach to everything I build. Whether I’m developing well-structured data platforms or creating user-centric Power BI reports, my goal is to make data accessible, intuitive, and genuinely impactful.

From delivering end-to-end Microsoft Fabric solutions to crafting interactive data visualisations, I bring together design and data to help organisations uncover the insights that truly matter.

I’m also passionate about sharing knowledge and building community. Since 2016, I’ve been running the London Microsoft Fabric User Group. You’ll often find me speaking at conferences or hosting events at the London Fabric User Group

I’m Prathyusha (Prathy) Kamasani, a solopreneur behind Data Nova, a small, purpose-driven business specialising in Microsoft BI solutions. With over 15 years of experience in the data space, I take a design-first approach to everything I build. Wheth... Show more

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

Sally Dabbah

Sally Dabbah

Meet Sally! Sally serves as a Data Engineer with an expertise in Azure Cloud Analytics Services, with years of experience under her belt.
Since earning her M.Sc. degree in Software Engineering, Sally has become a significant voice in Azure Cloud Analytics Services, publishing over ten blogs on Microsoft's Tech Community blog. What excites Sally most about her work is the opportunity to build Proof of Concepts (POCs) that help Microsoft customers unlock their business potential – by doing so, she remains true to her ultimate mission: to empower innovation through Azure's boundless possibilities. Away from her professional endeavors, Sally finds joy in baking pastries, a hobby she shares with her followers on Instagram for inspiration.

Meet Sally! Sally serves as a Data Engineer with an expertise in Azure Cloud Analytics Services, with years of experience under her belt. Since earning her M.Sc. degree in Software Engineering, Sally has become a significant voice in Azure Cloud An... Show more

Victor Dantas

Victor Dantas

Victor Dantas has over 25 years of experience in digital transformation. Recognized as a Microsoft Most Valuable Professional (MVP), he is part of a select group of over 3,000 global MVPs known for their deep expertise in Microsoft technologies. Victor is the founder of Eyedeas Inc., where he helps businesses enhance productivity and innovation through Power Platform services.

Victor is also an international speaker, sharing his knowledge on digital transformation with audiences around the world. His work has not only improved numerous organizations but has also inspired many in the tech community. Victor continues to guide businesses through digital transformation, solidifying his reputation as an expert in the field.

YouTube: https://www.youtube.com/@ZeroToHeroesAcademy

Twitter: https://twitter.com/thevictordantas

Instagram: https://instagram.com/thevictordantas

Victor Dantas has over 25 years of experience in digital transformation. Recognized as a Microsoft Most Valuable Professional (MVP), he is part of a select group of over 3,000 global MVPs known for their deep expertise in Microsoft technologies. Vict... 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 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, and Microsoft Fabric 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 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, 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 ground to cloud to fabric. Bob has worked for Microsoft for 32+ years on every version of SQL Server shipped from OS/2 1.1 to SQL Server... Show more

Jason Romans

Jason Romans

Jason Romans is a Business Intelligence engineer in Nashville, TN working with the Microsoft Business Intelligence stack. Jason is a Microsoft MVP who started his career as a DBA and over the years moved to working in his passion of Business Intelligence and data modeling. His first computer was a Commodore 64 and he's been hooked ever since.

Jason Romans is a Business Intelligence engineer in Nashville, TN working with the Microsoft Business Intelligence stack. Jason is a Microsoft MVP who started his career as a DBA and over the years moved to working in his passion of Business Intellig... Show more

Cláudio Silva

Cláudio Silva

I work as a Data Platform Architect.
I love performance tuning and I'm also a PowerShell lover who automates any process that needs to be done more than a couple of times.

I'm a Microsoft Data Platform MVP and an active SQL Server and PowerShell community member. Also, I'm a contributor to open-source projects such as dbatools (https://dbatools.io) and dbachecks (https://dbachecks.io).

I blog at https://claudioessilva.eu .

I work as a Data Platform Architect. I love performance tuning and I'm also a PowerShell lover who automates any process that needs to be done more than a couple of times. I'm a Microsoft Data Platform MVP and an active SQL Server and PowerShel... Show more

Luise Freese

Luise Freese

Luise is an Azure & Power Platform Architect based in Germany. She is an awarded Microsoft Most Valuable Professional (MVP) working with organizations that want to move beyond digital theatre. Her focus is on AI-enabled solutions that are designed to last in real-world environments. She helps teams build accessible apps, robust data models, and automation that respects governance, compliance, and human effort. A recurring theme in her work is making the invisible visible: unmeasured work, emotional load, operational friction, and the real cost of “quick wins”. Her motto "Changing the world one app at a time" stems from her extensive work with non-profit organizations.

Alongside client work, Luise writes and speaks about productivity myths, pseudo-agile practices, AI readiness, and why many digital initiatives fail long before technology becomes the problem. She is known for combining clear technical guidance with a sharp eye for organizational patterns; and for asking the uncomfortable questions others tend to avoid.

When not working and traveling, she is a runner, a mother of (teenage) dragons, a LEGO-builder and a lover of the number 42. Her favorite color is #ff69b4. 

Luise is an Azure & Power Platform Architect based in Germany. She is an awarded Microsoft Most Valuable Professional (MVP) working with organizations that want to move beyond digital theatre. Her focus is on AI-enabled solutions that are designed to... Show more

Alan Kinane

Alan Kinane

Alan has been an IT Professional for over 25 years. Specialising in infrastructure, he has a strong focus on cloud services and in particular with Microsoft Azure which he has been using since 2015. Alan is a current Microsoft MVP and a Microsoft Certified Trainer alumnus. He likes to write blogs on Microsoft Azure and participate in community events.

Alan has been an IT Professional for over 25 years. Specialising in infrastructure, he has a strong focus on cloud services and in particular with Microsoft Azure which he has been using since 2015. Alan is a current Microsoft MVP and a Microsoft Cer... Show more

Giuliano De Luca

Giuliano De Luca

Giuliano is a Solutions Architect at BMW and Microsoft MVP for Microsoft 365, enthusiastic and a lover of his job, he is a specialist in Microsoft technologies like Microsoft 365 and Azure.
During his career, he has achieved several Microsoft certifications.
He is also a blogger, vlogger, and international speaker.
delucagiuliano.com
@delucagiulian
https://www.linkedin.com/in/delucagiuliano/
https://www.youtube.com/GiulianoDeLuca

Giuliano is a Solutions Architect at BMW and Microsoft MVP for Microsoft 365, enthusiastic and a lover of his job, he is a specialist in Microsoft technologies like Microsoft 365 and Azure. During his career, he has achieved several Microsoft certif... Show more

René van Osnabrugge

René van Osnabrugge

As GCD of Xebia Microsoft Services, Rene enables consultants to help organizations and leadership teams to build an engineering culture that allows them to build, deliver, and operate software in a secure and compliant way. With a focus on both the technical and cultural aspects of a company, Rene helps clients transform their work processes, operating model, and culture to become high-speed, innovative, and productive.

Rene is passionate about learning new technologies and exploring the cultural and people aspects of companies. He believes that by focusing on both technical implementation and cultural development, we can drive our industry forward. He loves sharing his knowledge and insights at conferences and training events.

As a frequently asked speaker at well-known industry events like GitHub Universe, NDC, Techorama, AllDayDevOps, NDC, and Visual Studio Live!, Rene is known for his expertise in Microsoft Azure, DevOps and DevOps Culture. In addition to being a Microsoft MVP since 2012, he is also the founder of the popular community event Global DevOps Bootcamp.

As GCD of Xebia Microsoft Services, Rene enables consultants to help organizations and leadership teams to build an engineering culture that allows them to build, deliver, and operate software in a secure and compliant way. With a focus on both the t... Show more

Gabriel L. Manor

Gabriel L. Manor

Gabriel is an engineering executive with extensive experience in security and developer platforms. Over the years, I have worked as a technical leader and principal engineer at large corporations such as Cisco and Palo Alto Networks and a few startups.
For the last couple of years, Gabriel has mainly focused on fine-grained authorization. As the VP of developer relations at Permit.io, he advocates for and creates content around security and permissions, guiding engineers in this journey.
In my spare time, I'm an avid writer, kitchen enthusiast, and adventurous traveler.

Gabriel is an engineering executive with extensive experience in security and developer platforms. Over the years, I have worked as a technical leader and principal engineer at large corporations such as Cisco and Palo Alto Networks and a few startup... Show more

Ferdi Lethen-Oellers

Ferdi Lethen-Oellers

Ferdi Lethen-Oellers is a senior consultant in the area of Microsoft 365 and helps companies increase productivity in their everyday work. He likes to focus on the most important component in the process: people. Since the pandemic, Ferdi has been an avid jogger and regularly goes to soccer. Besides sports, his family is the most important thing to him. Ferdi is an expert on the topic of Microsoft 365 and is available for questions as well as consultations. Inquiries via mail to ferdi.lethen@outlook.de.

Ferdi Lethen-Oellers is a senior consultant in the area of Microsoft 365 and helps companies increase productivity in their everyday work. He likes to focus on the most important component in the process: people. Since the pandemic, Ferdi has been an... Show more

John Kerski

John Kerski

John leverages his 10+ years of technical and government leadership experience to help Federal Agencies, and private sector clients utilize Microsoft products to their fullest potential. His certifications with Microsoft products offers customers a high rate of return when looking to invest in Microsoft solutions.

John leverages his 10+ years of technical and government leadership experience to help Federal Agencies, and private sector clients utilize Microsoft products to their fullest potential. His certifications with Microsoft products offers customers a h... 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

Andrew Pruski

Andrew Pruski

Andrew is a Microsoft Data Platform MVP and Docker Captain who helps organise Data Ceili and EightKB.

He is interested in all things database/kubernetes/container related and shares his passion for these topics by speaking at events across the world.

Originally from Wales but now exploring Ireland.

You can find him on Bluesky @dbafromthecold.com and blogging at dbafromthecold.com

Andrew is a Microsoft Data Platform MVP and Docker Captain who helps organise Data Ceili and EightKB. He is interested in all things database/kubernetes/container related and shares his passion for these topics by speaking at events across the wor... Show more

David Rodriguez

David Rodriguez

I'm David Rodriguez, a Spanish Microsoft Regional Director and Azure Microsoft Most Valuable Professional, living in Tenerife, Canary Islands. On 2011, I co-founded Intelequia, a company focused on helping customers to adopt the cloud model, as well as the TenerifeDev user group.

Over the last years I worked at DNN Corp. (a.k.a. DotNetNuke) as the Cloud Team Lead engineer, building Evoq OnDemand and the new microservices architecture for DNN Platform based products and services. I have authored some open source modules for DNN and Azure available at GitHub, allowing to integrate Azure AD, Redis, Application Insights and many other services in the platform.

You can find me organizing the local user group once or twice per month, mainly talking about cloud related matters, and lately on building intelligent apps and bots with cognitive services, and of course, at the Global Azure Bootcamp in Madrid. I don't miss any Microsoft Inspire conference edition, so if you plan to go there we can meet and talk with a cup of coffee. BTW, if you come to the island, I will be happy to show you the best "guachinches" on Tenerife, only local people know the best ones.

I'm David Rodriguez, a Spanish Microsoft Regional Director and Azure Microsoft Most Valuable Professional, living in Tenerife, Canary Islands. On 2011, I co-founded Intelequia, a company focused on helping customers to adopt the cloud model, as well ... Show more

Zaid Zaim

Zaid Zaim

As a Developer Advocate at Neo4j, I help developers harness the power of graph technology and AI. A Microsoft MVP and global speaker at events like TED, Microsoft Build, and WeAreDevelopers, I focus on making complex tech accessible through content, community, and hands-on support. My mission is to connect, empower, and inspire developers to build impactful solutions.

As a Developer Advocate at Neo4j, I help developers harness the power of graph technology and AI. A Microsoft MVP and global speaker at events like TED, Microsoft Build, and WeAreDevelopers, I focus on making complex tech accessible through content, ... 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.