Kevin Dubois is often featured as a (keynote) speaker at conferences worldwide, where he shares his passion and knowledge about developer experience, AI, open source, cloud native development and Java. He is also an author, java Champion, and an accomplished software architect and platform engineer. Kevin currently works as a Senior Principal Developer Advocate at IBM, and is also Technical Lead for the CNCF Developer Experience Technical Advisory Group and Agentic AI Foundation Ambassador.

Multilingual and multicultural, Kevin speaks English, Dutch, French, and Italian fluently. Currently based in Switzerland, he has also lived in Belgium, Italy, Montana and Utah.
When he’s not coding or speaking at conferences, you’ll likely find Kevin exploring the great outdoors—whether he's hiking rugged trails, gravel biking through scenic routes, snowboarding down epic mountain slopes, or packrafting & kayaking on untamed waters.

Kevin Dubois is often featured as a (keynote) speaker at conferences worldwide, where he shares his passion and knowledge about developer experience, AI, open source, cloud native development and Java. He is also an author, java Champion, and an acco... Show more

Nicholas Chang is a Senior Platform Engineer at Kainos with a deep passion for Microsoft Azure.

With extensive experience in cloud technologies and a focus on Azure, he is the founder of the Microsoft Azure Community User Group, where he fosters knowledge sharing, collaboration, and growth within the tech community.

Nicholas is also the creator and host of the Microsoft Community Insights podcast, where he connects with industry leaders and shares valuable insights about Azure and the broader tech ecosystem.

As a dedicated community advocate, Nicholas contributes by speaking at events and sharing his expertise through his blog, nicholaschangblog.com. You can connect with him on Twitter: @nick_cloudops or visit his blog to learn more.

Nicholas Chang is a Senior Platform Engineer at Kainos with a deep passion for Microsoft Azure. With extensive experience in cloud technologies and a focus on Azure, he is the founder of the Microsoft Azure Community User Group, where he fosters k... Show more

Adriana Villela is a blogger, host of the Geeking Out podcast, CNCF Ambassador, OpenTelemetry Community Manager, and maintainer of the OpenTelemetry End User SIG. By day, she focuses on Observability and OpenTelemetry, as a Principal Developer Advocate at Dynatrace. By night, she climbs walls. She also loves capybaras, because they make her happy.

In past lives, Adriana managed both a Platform Engineering team and Observability Practices team at Tucows. She has also worked at various large-scale enterprises as both an individual contributor and leader, including Bank of Montreal, Ceridian, and Accenture.

Adriana Villela is a blogger, host of the Geeking Out podcast, CNCF Ambassador, OpenTelemetry Community Manager, and maintainer of the OpenTelemetry End User SIG. By day, she focuses on Observability and OpenTelemetry, as a Principal Developer Advoca... Show more

Ron Dagdag has spent 25 years figuring out which tool fits the problem. Today he leads AI research engineering at Thomson Reuters and builds agentic systems that hold up in production — not just on stage. He's a multi-year Microsoft MVP in AI, Mixed Reality, and IoT. He speaks internationally, organizes community events across DFW, and keeps a side stack of sensors, robots, and half-finished ideas. He tinkers. He teaches. 🛠️ Code > Create > Coach > Repeat.

Ron Dagdag has spent 25 years figuring out which tool fits the problem. Today he leads AI research engineering at Thomson Reuters and builds agentic systems that hold up in production — not just on stage. He's a multi-year Microsoft MVP in AI, Mixed ... Show more

Isaac Levin is a Developer Advocate at JetBrains and a Microsoft MVP. He has over 15 years of experience working as a developer for the web, mostly in the Microsoft Ecosystem. Outside of work, he hosts a podcast called Coffee and Open Source where he interviews folks from across the tech industry as well as builds open-source projects like PresenceLight and GitHub Stat Tracker. He lives outside of Seattle Washington and likes to wind down from work with his wife Ariana and his 2 children Isaac and Avery.

Isaac Levin is a Developer Advocate at JetBrains and a Microsoft MVP. He has over 15 years of experience working as a developer for the web, mostly in the Microsoft Ecosystem. Outside of work, he hosts a podcast called Coffee and Open Source where he... Show more

Mike Maadarani is a Microsoft Copilot & M365 MVP, a board member of the Microsoft Global Community Initiative, and a Cloud Solutions Architect who has been providing strategic solutions surrounding architecture, planning, migration and governance for medium to large-scale organization. With 30 years of IT industry experience, Mike spent the last few years managing and delivering collaboration solutions to a wide range of mid to large scale projects. He is an evangelist and visionary where he can and provide the business and technical leadership required for delivering successful global Microsoft 365 projects. This has giving him the opportunity to work with great talented colleagues and people who I have a lot of respect for their passion and dedication.

He is an active member in the Microsoft 365 community and have spoken in many Microsoft conferences, local events, and corporate functions.

Mike Maadarani is a Microsoft Copilot & M365 MVP, a board member of the Microsoft Global Community Initiative, and a Cloud Solutions Architect who has been providing strategic solutions surrounding architecture, planning, migration and governance for... Show more

From Granada (Spain). Google Developer Expert in Google Cloud and GDG Organizer. Always trying to learn and sharing with the community.

I spend my time working on the OpenTelemetry project! Do you want to learn more? Ping me!

From Granada (Spain). Google Developer Expert in Google Cloud and GDG Organizer. Always trying to learn and sharing with the community. I spend my time working on the OpenTelemetry project! Do you want to learn more? Ping me! Show more

I help organizations design, build, and optimize secure, scalable Microsoft Azure platforms that deliver measurable business results.
For over 20 years, I’ve guided enterprise leaders and product teams through high-stakes cloud adoption, complex migrations, and performance optimization, combining deep technical expertise with a calm, collaborative style that keeps teams focused and projects on track.

My work includes:

- (Enterprise) cloud adoption & migration – ensuring smooth transitions with minimal risk
- Cost optimization & performance tuning – making Azure investments more efficient
- Security & compliance – protecting business-critical systems and data
- Platform engineering & landing zones – building robust foundations for innovation

I’ve been honored with nine consecutive Microsoft MVP awards for my contributions to the global Azure and .NET community. Outside client projects, I speak at international conferences and run workshops that turn complex cloud concepts into actionable insights.
Recent events include VS Live, NDC, Techorama Netherlands & Belgium; DevSum Sweden, Future Tech and Update Conf

Now, as founder of LoekD Consultancy BV, I partner with organizations ready to accelerate their Azure or software journey, whether that means starting fresh or unlocking more value from what you already have, accelerated with the power of AI.

Contact me for full projects, workshops or sparring sessions.

Let’s connect:
- LinkedIn: linkedin.com/in/loekd
- GitHub: github.com/loekd
- BlueSky: bsky.app/profile/loekd.com

I help organizations design, build, and optimize secure, scalable Microsoft Azure platforms that deliver measurable business results. For over 20 years, I’ve guided enterprise leaders and product teams through high-stakes cloud adoption, complex mig... Show more

Brayan Kai is a Data Scientist passionate about Technical Writing and Open-source Advocacy, currently working as a Data Scientist. At work, he helps build Data Science solutions, facilitates technical mentorship sessions, and builds next-level data content to equip learners with hands-on, job-ready, in-demand skills for their next career move. He also volunteers at different developer communities, including Google Developer Group Nairobi, OSCA Nairobi, and the GitHub Community. Brayan is also a global tech speaker so far having spoken at over 30 conferences across Africa, Europe, North America, and Asia. 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 Kai is a Data Scientist passionate about Technical Writing and Open-source Advocacy, currently working as a Data Scientist. At work, he helps build Data Science solutions, facilitates technical mentorship sessions, and builds next-level data c... Show more

Yves Habersaat is a Business Applications Consultant and AI Tech Lead at Sword Group in Switzerland, specializing in building applications and solutions with Microsoft 365, Azure, Dynamics 365, and the Power Platform.

With a strong passion for modern development technologies and application lifecycles, Yves focuses on Microsoft 365 services such as Microsoft Teams, SharePoint Online, OneDrive for Business, Microsoft Viva, and Microsoft Copilot. He possesses expertise in modern development tools including SharePoint Framework (SPFx), Teams SDK, Microsoft Graph, Git, TypeScript, React, Visual Studio, and Azure DevOps.

He actively shares his knowledge and experience through speaking engagements and his blog at www.yhabersaat.ch, always ready to support and assist the community.

Yves Habersaat is a Business Applications Consultant and AI Tech Lead at Sword Group in Switzerland, specializing in building applications and solutions with Microsoft 365, Azure, Dynamics 365, and the Power Platform. With a strong passion for mod... Show more

Joseph is a leading voice in AI and cyber, developing software and content that shape how millions of developers build. His open source game gh.io/scg has helped 10K+ developers gain AI and security skills. His videos, with 2.8M+ views, simplify complex technical topics and deliver actionable tips to a global audience. As a speaker, Joseph has delivered 80 talks across 25 countries over the past 5 years, captivating audiences with his insights and energetic stage presence.

Joseph is a leading voice in AI and cyber, developing software and content that shape how millions of developers build. His open source game gh.io/scg has helped 10K+ developers gain AI and security skills. His videos, with 2.8M+ views, simplify comp... Show more

Microsoft and AI consultant, trainer and speaker. MVP Alumni in Business Applications, 12 years of experience in Power BI / Fabric. Moved to the AI-augmented side.

Microsoft and AI consultant, trainer and speaker. MVP Alumni in Business Applications, 12 years of experience in Power BI / Fabric. Moved to the AI-augmented side. Show more

Jesús Espino is an Open-Source and software development enthusiast. He loves writing code and contributing to Open-Source projects. Jesús also had the privilege of being one of the starters or contributors in some interesting Open-Source projects like Taiga, Penpot, Mattermost, Focalboard, or testcontainers-go. He is a big fan of learning new things, especially programming languages. He loves Rust, Go, Python, Clojure, Git, Postgres, and Vim, and he loves to dive deep into technical details.

He also writes a blog named internals-for-interns.com where he talk about the internals of open source projects in an approachable way.

Currently, he is working mainly in Go and Typescript as a Principal Engineer at VictoriaMetrics, and he contributes to Open-Source projects whenever he can.

Jesús Espino is an Open-Source and software development enthusiast. He loves writing code and contributing to Open-Source projects. Jesús also had the privilege of being one of the starters or contributors in some interesting Open-Source projects lik... Show more

Anna is a veteran software and data engineer, boasting over 19 years of experience. She has undertaken various projects, including real-time analytics with Scala and Kafka, constructing Data Lakes with Spark, and applying engineering to Data Science. Anna currently serves as a RSA (Resident Solution Architect) and consultant. With a genuine passion for data, she endeavors to bridge the gap between Software Development and Data Science. Anna's other areas of interest include DevOps (DataOps, MLOps, LLMOps), Agile methodologies, and organizing or participating in local Code Clubs.

Anna is a veteran software and data engineer, boasting over 19 years of experience. She has undertaken various projects, including real-time analytics with Scala and Kafka, constructing Data Lakes with Spark, and applying engineering to Data Science.... Show more

Microsoft Business Applications & M365 MVP and a loud 😜 advocate for Accessibility, Neurodiversity, Mental Health and Inclusion.

Passionate about technology and delivering amazing and innovative solutions, but also ensuring that all users can use and enjoy - no matter the disability, neurodiversity, or technical expertise.

Very open and vocal about my many years (too many!) of working in the industry, and not hiding my own challenges and battles with Mental Health, Neurodiversity, and Disability.

Outside of tech you will find a proud Nerd & Geek who loves Sci-Fi, Fantasy, Technology and more. A family man and a massive petrol head and sports fan (F1, MotoGP, WEC, Rugby, Cricket... to name just a few) - oh, and a massive collector of Funko Pops and Lego!

Microsoft Business Applications & M365 MVP and a loud 😜 advocate for Accessibility, Neurodiversity, Mental Health and Inclusion. Passionate about technology and delivering amazing and innovative solutions, but also ensuring that all users can use... Show more

With a passion for open source, Cody is a software engineer and open source advocate who enjoys connecting people with technology through talks, workshops, and collaboration. Since becoming an international speaker in 2022, he has presented on topics ranging from Node.js and web development to virtualization, embedded Linux, and software-defined vehicles. His goal is always the same: making complex technical topics practical, engaging, and accessible.

With a passion for open source, Cody is a software engineer and open source advocate who enjoys connecting people with technology through talks, workshops, and collaboration. Since becoming an international speaker in 2022, he has presented on topics... Show more

Saeid Dahl is a Microsoft Azure and AI MVP, Microsoft Learn Learning Expert, Microsoft Certified Trainer, international speaker, and community leader with more than 18 years of experience in the IT industry.

He is currently Head of Public Cloud and AI at Upheads, where he leads cloud and AI strategy, solution architecture, technical enablement, and team development. His work focuses on Microsoft technologies, especially Azure, Azure Arc, automation, hybrid cloud, cloud adoption, infrastructure modernization, and AI-driven solutions.

Saeid is also an active leader in the Microsoft community. He serves as a board member of Microsoft Zero To Hero, MSFarsi, and Global Azure, helping foster learning, collaboration, and knowledge-sharing across a growing network of more than 7,000 members.

Recognized for his strong expertise in PowerShell, automation, integration, and Azure architecture, Saeid helps organizations design scalable, secure, and practical cloud solutions. His experience spans Azure design, cloud adoption strategy, hybrid and multi-cloud environments, enterprise-scale architecture, governance, security, and operational excellence.

With a genuine passion for sharing knowledge, Saeid regularly speaks at conferences, community events, and technical sessions. He is committed to mentoring professionals, empowering communities, and helping individuals and organizations make better use of Microsoft cloud and AI technologies.

Through continuous learning, hands-on experience, and active community contribution, Saeid Dahl brings a practical, people-focused approach to technology, innovation, and cloud transformation.

Saeid Dahl is a Microsoft Azure and AI MVP, Microsoft Learn Learning Expert, Microsoft Certified Trainer, international speaker, and community leader with more than 18 years of experience in the IT industry. He is currently Head of Public Cloud an... Show more

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

Obum is a Full-Stack AI, Blockchain, Cloud, Mobile, and Web developer. He has worked with different teams and has professional experiences in architecting and building software solutions. He is a Google Developer Expert (GDE) in the Cloud AI & Dart-Flutter category. He has written several articles on Flutter in various publications and he volunteers in tech communities.

Obum is a Full-Stack AI, Blockchain, Cloud, Mobile, and Web developer. He has worked with different teams and has professional experiences in architecting and building software solutions. He is a Google Developer Expert (GDE) in the Cloud AI & Dart-... Show more

Active in the IT industry since 2012, Leo Visser is a Subject Matter Expert for Azure and AI Foundry at BBTG. He advises organizations on AI, automation, and cloud architecture, combining tools like PowerShell, Power Platform, Azure Logic Apps, and native Azure services. His work strongly focuses on security, sustainability, and long-term value. Leo is a Microsoft PowerShell MVP.

Active in the IT industry since 2012, Leo Visser is a Subject Matter Expert for Azure and AI Foundry at BBTG. He advises organizations on AI, automation, and cloud architecture, combining tools like PowerShell, Power Platform, Azure Logic Apps, and n... Show more

Baruch Sadogursky (@jbaruch) did Java before it had generics, DevOps before there was Docker, and DevRel before it had a name. He built DevRel at JFrog from a ten-person company through an IPO, co-authored "Liquid Software" and "DevOps Tools for Java Developers," and is a Java Champion, a Microsoft MVP for AI, and a CNCF Ambassador alum.

Today, as a self-certified Level 3 Context Sommelier, Baruch focuses on context engineering, management, and sharing. On top of sharing context with AI agents, Baruch also shares knowledge with developers through blog posts, meetups, and conferences such as DevNexus, QCon, Kubecon, and Devoxx, mostly about how to make your AI agents smarter while using fewer tokens.

Baruch Sadogursky (@jbaruch) did Java before it had generics, DevOps before there was Docker, and DevRel before it had a name. He built DevRel at JFrog from a ten-person company through an IPO, co-authored "Liquid Software" and "DevOps Tools for Java... Show more

My passion is to make technical information easy to understand and accessible to everyone.

As a speaker at various events, I share information on key points in the M365, Loop and AI area.
Within my social networks, I prepare the information in small articles, blog posts or videos

At the beginning of 2024, I received the Microsoft MVP award.
In 2026 i joined Microsoft as a Cloud Solution Architect

My passion is to make technical information easy to understand and accessible to everyone. As a speaker at various events, I share information on key points in the M365, Loop and AI area. Within my social networks, I prepare the information in sm... Show more

Angelo Gulisano is the Founder and Lead IT Consultant at Angelo Gulisano S.r.l., Microsoft MVP in Business Applications, Microsoft Certified Trainer (MCT), and international speaker. He helps organizations adopt Microsoft 365 Copilot, Copilot Studio, Power Platform, and AI solutions to improve productivity and automate business processes. His sessions combine real-world experience, practical demos, and actionable guidance for IT professionals and business leaders.

Angelo Gulisano is the Founder and Lead IT Consultant at Angelo Gulisano S.r.l., Microsoft MVP in Business Applications, Microsoft Certified Trainer (MCT), and international speaker. He helps organizations adopt Microsoft 365 Copilot, Copilot Studio,... Show more

Annie Talvasto is an award-winning international technology speaker and leader. She has spoken at over 100+ tech events worldwide, including KubeCon + CloudNativeCon and Microsoft Build & Ignite. She has been recognized with the CNCF Ambassador, Azure & AI Platform MVP awards. She has co-organized the Kubernetes & CNCF Finland meetup since 2017. In the past, she has also served as a track chair for KubeCon + CloudNativeCon, Program Chair for Secure AI Summit (powered by Cloud Native) and hosted Cloud Native Live, a weekly livestream by CNCF, for over 3 years.

Annie Talvasto is an award-winning international technology speaker and leader. She has spoken at over 100+ tech events worldwide, including KubeCon + CloudNativeCon and Microsoft Build & Ignite. She has been recognized with the CNCF Ambassador, Azur... Show more

Giorgi is a software developer with almost two decades of experience. He works mainly with C#, ASP.NET Core, REST, GraphQL, MAUI, Xamarin, Entity Framework Core, AWS, Azure, and SQL Server. He has also worked with many other frameworks and systems such as ASP.NET MVC, ASP.NET Web API, WCF, Avalonia, WinForms, Oracle, and many more.

Giorgi has spoken at several conferences such as NDC Copenhagen, .NET Day Switzerland, Update Conference, Developer Week (DWX), KCDC, .NET Conf 2023, JetBrains .NET Day Online ’23, and so on.

Giorgi is an open-source author and contributor on GitHub, Microsoft MVP, and a member of the .NET Foundation.

Giorgi is a software developer with almost two decades of experience. He works mainly with C#, ASP.NET Core, REST, GraphQL, MAUI, Xamarin, Entity Framework Core, AWS, Azure, and SQL Server. He has also worked with many other frameworks and systems su... Show more

Stas Lebedenko is a full-stack cloud architect and platform engineer at Eficode. He is also a co-organizer of the Odesa Microsoft. NET User Group, a speaker and author, and an active member of the international and Ukraine .NET/Azure/Operations communities. He has been building and designing software for the last twenty years and has been the Microsoft Azure Most Valuable Professional since 2020.

Stas Lebedenko is a full-stack cloud architect and platform engineer at Eficode. He is also a co-organizer of the Odesa Microsoft. NET User Group, a speaker and author, and an active member of the international and Ukraine .NET/Azure/Operations commu... Show more

Mauricio Salatino, also known as salaboy, works for Dash0 as an Ecosystem Engineer. He is a Java Champion, Cloud Native Ambassador, published book author and international Keynote speaker. Before working at Dash0, Mauricio spent the last 15 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, Cloud-Native and agentic engineering on his blog salaboy.com

Mauricio Salatino, also known as salaboy, works for Dash0 as an Ecosystem Engineer. He is a Java Champion, Cloud Native Ambassador, published book author and international Keynote speaker. Before working at Dash0, Mauricio spent the last 15 years bui... Show more

• Software and Solutions Architect with more than 20 years of experience designing and implementing enterprise, mission-critical solutions.

• Extensive experience building agents and AI-based solutions with Python using LangChain/LangGraph, Google ADK, Microsoft Agent Framework, and Java using LangChain4J, Spring AI, LangGraph4J, and Tribuo (Machine Learning). Deep knowledge of AI-related concepts, including vector search, RAG workflows, context engineering, SDD, and agentic protocols such as MCP and A2A. Experience with several LLM models and SDKs such as OpenAI, Anthropic, Google Gemini, Cohere, Meta, xAI, NVIDIA and open-source models.

• Certified Java professional with expert-level knowledge and experience in Java, using Spring Boot, Jakarta EE, Hibernate, GraalVM, Micronaut, and Helidon. Front-end (JavaScript, Typescript, React), APIs (GraphQL, REST, JSON, XML), and tools such as VS Code, OpenAI Codex, Cline, and Claude Code. Relational, NoSQL, and vector databases.

• Master’s degree in DevOps, with extensive experience in SRE and IT Infrastructure projects (several awards), Terraform, Ansible, containers, Kubernetes, and cloud using Oracle Cloud, Microsoft Azure, IBM Cloud, AWS, and GCP. Other DevOps-related tools I’ve worked with are GitHub Actions, Azure DevOps, CI/CD, PowerShell, Maven, Gradle, YAML, and Jenkins. Linux, IBM zLinux, AIX, and Windows operating systems.

• I have extensive experience with large enterprise systems and environments with companies like Oracle, Microsoft, IBM, Unisys, Nokia, Accenture, and a few medium-sized companies and startups (two as a founder). I have mastered presenting to technical and non-technical audiences and engaging the C-Level in technology and business transformation journeys.

• From a leadership and management standpoint, I have held senior leadership roles in software engineering and developer relations, focusing on developer audiences, subject-matter experts, customers, and business partners. I have also served as a mentor for Microsoft for Startups, working with startup founders, accelerators, incubators, mentors, and venture capitalists.

• I have received many awards, such as Oracle Customer Excellence 2025, Oracle ACE Mentor 2022, IBM Technical RockStar for Cloud, IBM Redbooks Thought Leader and Evangelist for IBM Mobile, Nokia Developer Champion, IBM Manager’s Choice Award, Superior Community Service Contributions—Forum Nokia Wiki, IBM Hall of Fame Awards, IBM Common Development and Test Outstanding Contribution Awards, and IBM Mobile Enterprise Social Media Residency Outstanding Contributor.

https://linktr.ee/juarezjunior

• Software and Solutions Architect with more than 20 years of experience designing and implementing enterprise, mission-critical solutions. • Extensive experience building agents and AI-based solutions with Python using LangChain/LangGraph, Google... Show more

Taiob Ali is a Microsoft Data Platform MVP with 20+ years of experience with SQL Server and Azure data services. While SQL Server remains his primary focus, he is currently learning, using, and teaching PostgreSQL, often describing himself as an accidental PostgreSQL DBA.
He is also exploring practical applications of AI in data platforms, including GitHub Copilot, Copilot agent development, and built‑in AI capabilities in SQL Server. Taiob is a frequent international speaker and an active community organizer.

Taiob Ali is a Microsoft Data Platform MVP with 20+ years of experience with SQL Server and Azure data services. While SQL Server remains his primary focus, he is currently learning, using, and teaching PostgreSQL, often describing himself as an acci... Show more

Creo firmemente en el poder de los datos para cambiar realidades y en la importancia de seguir explorando nuevas formas de maximizar su impacto. Si quieres conectar o saber más sobre mi trabajo, puedes visitar mi blog en Medium https://medium.com/@akanemar

I firmly believe in the power of data to transform realities and in the importance of continuously exploring new ways to maximize its impact. If you'd like to connect or learn more about my work, feel free to visit my blog on Medium: https://medium.com/@akanemar

Creo firmemente en el poder de los datos para cambiar realidades y en la importancia de seguir explorando nuevas formas de maximizar su impacto. Si quieres conectar o saber más sobre mi trabajo, puedes visitar mi blog en Medium https://medium.com/@ak... Show more