I started programming in VB when I was 6 taking advantage of my father’s strong passion for computer science. I’ve always dreamt to be an engineer and I’ve worn different “hats”: data scientist, data analyst, web developer, sysadmin… This gave me the opportunity to gain experience in the design and dev of solutions from scratch. During the day I’m an Enterprise Architect, while I love writing at night when I get a hot cup of tea!

I started programming in VB when I was 6 taking advantage of my father’s strong passion for computer science. I’ve always dreamt to be an engineer and I’ve worn different “hats”: data scientist, data analyst, web developer, sysadmin… This gave me the... Show more

I'm making music from the data! Power BI and Microsoft Fabric addict, Microsoft Data Platform MVP, Pluralsight Author, O'Reilly Instructor, blogger, speaker...Interested in everything related to data - always eager to extract valuable info from raw data in the most effective way. Multi-year experience working with (predominantly) Microsoft Data Platform (SQL Server, SSAS, SSIS, SSRS, and Power BI). Father of 2 and true football (and Barca) fan!

I'm making music from the data! Power BI and Microsoft Fabric addict, Microsoft Data Platform MVP, Pluralsight Author, O'Reilly Instructor, blogger, speaker...Interested in everything related to data - always eager to extract valuable info from raw d... Show more

Lonneke Opsteegh, PhD, is an expert in data communication, with a strong focus on dashboards and data visualizations. A solid data foundation and in-depth analyses are essential, but not sufficient to achieve real change in an organization. Using clear and direct visuals, Lonneke makes data understandable to everyone in the organization, including people without a "math knack"...

Lonneke designed Power BI dashboards, templates/style guides and a 'way of working' for TNO, Rabobank, ForFarmers, InRetail, Roompot, Kapimex, TIGRA and the University of Wageningen, among others. She also helped hundreds of trainees to design and build better graphs and dashboards, both in science, business and (semi-)government (e.g. Radboud University, GasUnie, various municipalities, ABN AMRO, Van Lanschot bankers, Pink Roccade).

Lonneke knows like no other how and why certain design elements work well or not so well in practice. She likes to take you along in the world of dashboard design and data visualization.

Lonneke Opsteegh, PhD, is an expert in data communication, with a strong focus on dashboards and data visualizations. A solid data foundation and in-depth analyses are essential, but not sufficient to achieve real change in an organization. Using cle... Show more

From the moment I turned on my Vic-20, 40 years ago, I knew my life was aimed at technology. I've always been the first in line to test out new products, services, gadgets, especially those which promised to change people’s lives. I’ve always been a tech superhero.
After all these years, my personal mission went from changing the world through technology to improving the world, one human interaction at a time. Changing the way people live in the digital age is possible only by addressing the human factor, together with technology.
My proven track record of driving sales involves creating connections, building communities, challenging views, delivering value, and going the extra mile.
As a Cloud Architect and Evangelist, I’ve presented technical and business content to a wide range of different audiences, from executive meetings to large developer conferences, including many online and in-person events, and I was recognized as the “best speaker” multiple times, thanks to a clever mix of storytelling and technology.
I have a deep technical knowledge of Application Innovation and Modernization in the Cloud, Cloud Native solutions and, of course, on-premises solutions. I can drive product development and technology teams.
I have a deep business knowledge of Manufacturing, Automotive, and Construction business, coupled with a broad knowledge of ISVs and Microsoft partners.
So, if you're ever in need of an evil genius being able to impact deals through human interactions and technology, look no further. I’m the right person to help with your business!

From the moment I turned on my Vic-20, 40 years ago, I knew my life was aimed at technology. I've always been the first in line to test out new products, services, gadgets, especially those which promised to change people’s lives. I’ve always been a ... Show more

Gianluca Sartori is a Data Platform MVP, independent consultant and performance tuning specialist. He has been working in the software industry since 1999 and has been working with SQL Server ever since. He also works as a SQL Server trainer and in his spare time he writes technical articles and participates the SQL Server forums. Gianluca enjoys presenting SQL Server topics at conferences in Europe and US. He is currently working as lead DBA at a famous Formula 1 team.

Gianluca Sartori is a Data Platform MVP, independent consultant and performance tuning specialist. He has been working in the software industry since 1999 and has been working with SQL Server ever since. He also works as a SQL Server trainer and in h... Show more

Sander Molenkamp is a principal cloud architect and Microsoft Azure MVP with over 25 years of professional experience. He works for Info Support (http://www.infosupport.com) designing and developing customer solutions using cloud native architectures.
Sander is also an accomplished speaker, having shared his insights and expertise at numerous international conferences. He is passionate about technology and freely shares his knowledge through the dotnetFlix YouTube channel (www.youtube.com/dotnetflix).
Furthermore, Sander actively contributes to the organization of multiple free community events, including the Dutch Azure Meetup, Azure Fest, and Bitbash.
In his free time, Sander enjoys traveling, is (still) learning to play the ukelele, and tinkers with technology and LEGO. He has also defeated the sword master of Mêlée Island™️.

Sander Molenkamp is a principal cloud architect and Microsoft Azure MVP with over 25 years of professional experience. He works for Info Support (http://www.infosupport.com) designing and developing customer solutions using cloud native architectures... Show more

I'm Michel Murabito, Mich to my friends! Born in 1986 in Turin with Sicilian roots, I now live in Milan. My journey in software began at 12, coding for fun. At 18, I started my first job as a software developer and have continuously sought new challenges to grow and learn. Today,

I'm a Tech Evangelist @Fractal Cloud and a Cloud Native Computing Foundation (CNCF) Ambassador, sharing my passion for cloud native technologies with a community of curious minds. I'm also an organizer of the Cloud Native Days Italy (formerly KCD Italy) and KCD San Francisco Bay Area, fostering collaboration and innovation within the cloud native ecosystem.

I'm Michel Murabito, Mich to my friends! Born in 1986 in Turin with Sicilian roots, I now live in Milan. My journey in software began at 12, coding for fun. At 18, I started my first job as a software developer and have continuously sought new challe... Show more

Paras is a Technical Lead Manager at Google Cloud and international tech speaker who has spoken at various conferences at the global stage. At Google, he leads a team dedicated to simplifying complex technological solutions. Drawing on his strong foundation in cloud solutions and backend development, he guides his team in architecting scalable and resilient infrastructure. Paras is also a passionate educator and regular international speaker at premier events like the Linux Foundation Open Source Summit, known for his ability to make advanced technology accessible to a wide audience.

Paras is a Technical Lead Manager at Google Cloud and international tech speaker who has spoken at various conferences at the global stage. At Google, he leads a team dedicated to simplifying complex technological solutions. Drawing on his strong fou... Show more

Consultant and corporate trainer in Business Intelligence (BI) and Business Analytics (BA), Adjunct Professor of BI and BA at Bologna University and Bologna Business School, co-founder of kubisco - a consultancy - he has been working for over twenty years in the field of data management. Today he deals with Power Pivot for Excel, Analysis Services Tabular and Power BI, dedicating himself to teaching and deepening the DAX language, being the first teacher in the world to teach it in a university. He implements BI in companies and integrates it with Statistics to create predictions through BA and has been promoting for years the dissemination and implementation of BI and BA throughout the territory of Northern Italy. He is a founding member of the Power BI User Group Italy and now manages kubisco, a blog on all MDP/DAX/Power BI/Power Apps/Analysis Services Tabular with articles, video, sample files.

MEng, MEcon, MBA

https://www.unibo.it/sitoweb/francesco.bergamaschi/en
https://www.bbs.unibo.eu/faculty/bergamaschi-3/
www.kubisco.com

Consultant and corporate trainer in Business Intelligence (BI) and Business Analytics (BA), Adjunct Professor of BI and BA at Bologna University and Bologna Business School, co-founder of kubisco - a consultancy - he has been working for over twenty ... Show more

Co-Author of 'Signals & Levers (ITRevolution, September 2026)', 'Coaching for Learning; the Art and Practice' and 'Create Your Dojo; Upskilling Your Organization for Digital Evolution,' Joel helps organizations evolve through learning. This combines a blend of systems thinking, XP, agile, lean, devops and product thinking practices all to embrace learning in the context of work.
With deep experience in architecture modernization, blending product discovery with delivery and architecture, and systems thinking, Joel helps organizations make it easier for their teams to do great work.

Co-Author of 'Signals & Levers (ITRevolution, September 2026)', 'Coaching for Learning; the Art and Practice' and 'Create Your Dojo; Upskilling Your Organization for Digital Evolution,' Joel helps organizations evolve through learning. This combines... Show more

Marius Sandbu is a Cloud Evangelist for Sopra Steria in Norway.
With some undiagnosed AHDH and new shiny object syndrome, he tends to get drawn to new cool technology. The current buzz is Generative AI.

Experienced within
* Public Cloud (Azure, AWS, GCP and even OCI and IBM) working 14 years with Azure.
* Databricks / Purview
* Hyperconverged datacenter and private cloud (One of the first in the world to do a Azure Stack deployment)
* End-user computing (Citrix, VMware, Microsoft 365/AVD, ZTNA services so many its hard to name them all)
* Cloud-native (K8s, k3s, Edge-deployments)
* IaC/CI/CD/
* Security (Do a lot of that stuff)
* GenAI (Private LLM, Guardrails, virtual agents)

Blog at https://msandbu.org
Books at https://www.amazon.com/stores/Marius-Sandbu/author/B0BXVLHDTL?ref=sr_ntt_srch_lnk_1&qid=1741940523&sr=8-1&isDramIntegrated=true&shoppingPortalEnabled=true

Prev: One of 10 worldwide which was awarded with Citrix CTP, Microsoft MVP and VMware EUC vExpert titles.

Tend to do speaking sessions based upon new content, new technologies, new experiences/projects.

Been public speaking for almost 12 years.
Microsoft Ignite / Citrix Synergy / Euctech Denmark / Nordic Virtual Summit / Virtualexpo / Sikkerhetsfestivalen / SQL Saturday / EUCTech Norway / NIC

Marius Sandbu is a Cloud Evangelist for Sopra Steria in Norway. With some undiagnosed AHDH and new shiny object syndrome, he tends to get drawn to new cool technology. The current buzz is Generative AI. Experienced within * Public Cloud (Azure,... Show more

Michael works as an independent tech consultant with 20+ years of experience specialized in Domain Driven Design, Team Topologies, Software Architecture and Collaborative Modeling. He is a regular speaker at international conferences and an author. Michael is also an INNOQ Fellow and Team Topologies Advocate.

Michael works as an independent tech consultant with 20+ years of experience specialized in Domain Driven Design, Team Topologies, Software Architecture and Collaborative Modeling. He is a regular speaker at international conferences and an author. M... Show more

Anders Norås started out in arts and design, but for the last 25 years he has been creating magic with code instead of paint. Blending creativity with technical skill, he brings a perspective on technology that is as much about people as it is about software.

He has given more than 100 talks at conferences around the world. His presentations are not just lectures, they are experiences. With a sharp delivery and high energy, Anders turns even dry technical material into something lively, memorable and often funny.

Whether you are into computer science, design, media or anything else, Anders offers insights that will make you think and probably make you laugh. He does not just talk about technology. He brings it to life.

Anders Norås started out in arts and design, but for the last 25 years he has been creating magic with code instead of paint. Blending creativity with technical skill, he brings a perspective on technology that is as much about people as it is about ... Show more

Traci joined the community to take the tech down a notch! She lives in Somerset with some (very cute) cats, some horses, some sheep, and her husband, Rob. When not looking after all of those, she also works to sooth people's minds as a psychotherapist. Being tech-adjacent she has been drawn into the tech event organising world and the wider community, where she brings her life long knowledge, expertise and fearsome determination to empower and protect those who are outside of the generic majority box. Over the past few years she has also found a voice as a speaker, sharing information and insights into all things mental health and wellbeing - which has lead to providing Team Dynamics training and Project Management.

Traci joined the community to take the tech down a notch! She lives in Somerset with some (very cute) cats, some horses, some sheep, and her husband, Rob. When not looking after all of those, she also works to sooth people's minds as a psychotherapis... Show more

I am Sr Technical Leader in Cisco Customer Experience for Collaboration Technology.
Currently focused on Gen AI-based innovation and its impact on the customer experience within Cisco Org.

I have been a speaker in Cisco Live and have patent and research papers related to AI

I am Sr Technical Leader in Cisco Customer Experience for Collaboration Technology. Currently focused on Gen AI-based innovation and its impact on the customer experience within Cisco Org. I have been a speaker in Cisco Live and have patent and... Show more

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

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

Dr. Estera Kot is the Chief Technology Officer at Clouds On Mars, where she drives the company’s innovation in Data & AI strategy and execution. A former Principal Product Manager at Microsoft, she played a key role in building performance-critical components of Azure Synapse Analytics and Microsoft Fabric, focusing on Apache Spark and high-efficiency analytical engines.

Estera is a Polish-born engineer by passion, fluent in several programming languages and recognized for her hands-on technical depth. She earned her Ph.D. in Computer Science with distinction, specializing in machine and deep learning for medical imaging. Her research has led to numerous scientific publications and a U.S. patent in big data processing.

Her career spans global tech leaders like Intel, Sony, and Procter & Gamble. She is a respected educator and mentor, having designed full-time and postgraduate AI-in-Cloud programs at the Warsaw University of Technology. Her students now work at CERN, Google, Meta, and other top-tier institutions worldwide. Estera is a guest lecturer at UCLA—one of the top public research universities in the U.S.—and Łazarski University in Warsaw.

As a speaker, she’s presented at top industry events including MLADS (Microsoft’s internal AI and data science conference in Redmond), the inaugural FabCon in Las Vegas, and several AI and cloud conferences across Europe. She also produces educational content on YouTube, making complex AI topics accessible and practical.

Estera is committed to building scalable, ethical, and real-world-driven AI solutions, with a focus on impact over hype.

Dr. Estera Kot is the Chief Technology Officer at Clouds On Mars, where she drives the company’s innovation in Data & AI strategy and execution. A former Principal Product Manager at Microsoft, she played a key role in building performance-critical c... Show more

Phil is a developer relations engineer, Google Developer Expert, and AAIF Ambassador living in Melbourne, Australia. He's been working in developer relations for a decade, speaking at conferences since 2012, and writing JavaScript since before jQuery. Away from the keyboard, Phil enjoys travel, live music, and hanging out with his mini sausage dog, Ruby.

Phil is a developer relations engineer, Google Developer Expert, and AAIF Ambassador living in Melbourne, Australia. He's been working in developer relations for a decade, speaking at conferences since 2012, and writing JavaScript since before jQuery... Show more

Mark Pryce-Maher is a Senior Program Manager on Microsoft Fabric. Primary focusing on the Mirroring, User Experiences and Migrations for the Data Warehouse. Mark has spent the last 7 years at Microsoft in the Big Data space, including helping many customers migrate from Netezza, Teradata, Oracle, APS, SQL Server to Synapse Data Warehouse.

Mark Pryce-Maher is a Senior Program Manager on Microsoft Fabric. Primary focusing on the Mirroring, User Experiences and Migrations for the Data Warehouse. Mark has spent the last 7 years at Microsoft in the Big Data space, including helping many... Show more

I am both a SharePoint developer and consultant @teamneusta with over 15 years of experience with creating collaboration and modern workspace solutions using Microsoft tools.

My favorite quote is "When all you have is a Hammer, everything looks like a Nail"(Abraham Maslow)
Why? Because our world is complex. And a single tool or a narrow perspective won't help with complex problems.
So, i think that lifelong learning, trying new technologies and talking about them to others are extremely important things.

I am both a SharePoint developer and consultant @teamneusta with over 15 years of experience with creating collaboration and modern workspace solutions using Microsoft tools. My favorite quote is "When all you have is a Hammer, everything looks l... Show more

Callum Whyte is a x7 Microsoft MVP and x9 Umbraco MVP specialising in building robust scalable solutions on Azure and the .NET stack, as well as websites with the open-source Umbraco CMS. By day he heads up the award-winning team at Bump, across the UK and Australia.

Away from his desk you can find him organising community events; from local meetups and hackathons, to global conferences and roadshows. He’s an active contributor to open source projects, a regular speaker at events all over the world, as well as co-host of a weekly YouTube series “UmbraCoffee”!

Callum Whyte is a x7 Microsoft MVP and x9 Umbraco MVP specialising in building robust scalable solutions on Azure and the .NET stack, as well as websites with the open-source Umbraco CMS. By day he heads up the award-winning team at Bump, across the ... Show more

Tiago Costa is a Senior AI & Cloud Architect and Advisor, focusing on AI & Microsoft Azure, a Public Speaker, Trainer, and Author. For the past +20 years has been architecting and developing solutions using Microsoft technologies. In recent years, Tiago has been helping companies migrate and build AI & cloud-native workloads on Microsoft Azure. Tiago has been working at the Senior Architect level, but he always likes to take on some hands-on tasks on the Azure Administration and Development side. You can also find him in the classroom or online teaching AI & Microsoft Azure. All this real-world experience enables him to deliver outstanding training in AI & Microsoft Azure.

Tiago has several Microsoft Certifications and awards:
- Microsoft Azure MVP (2016 – …)
- MCT – Microsoft Certified Trainer (2006 – …)
- MCT Community Lead (2013 – …)

He loves diving into new technologies and sharing his experience at conferences and training classes. What excites him about his work is helping others explore new frontiers in technology and becoming better professionals. His free time is spent with his family in the sunny surroundings of Lisbon, Portugal, and building cool geek projects.

Tiago Costa is a Senior AI & Cloud Architect and Advisor, focusing on AI & Microsoft Azure, a Public Speaker, Trainer, and Author. For the past +20 years has been architecting and developing solutions using Microsoft technologies. In recent years, Ti... Show more

Loïc Magnette is a seasoned software developer with a strong background in consulting. Currently a senior developer at Oniryx, he specializes in Java and Angular, delivering innovative solutions and sharing his knowledge as a speaker. As a co-organizer of the Belgian Java User Group (BeJUG), he fosters connections within the developer community. Outside of tech, Loïc’s passion for wildlife inspires his work and creativity.

Loïc Magnette is a seasoned software developer with a strong background in consulting. Currently a senior developer at Oniryx, he specializes in Java and Angular, delivering innovative solutions and sharing his knowledge as a speaker. As a co-organiz... Show more

John is an experienced data platform professional having spent over fifteen years working with Microsoft SQL Server, Azure, and AWS technologies. Working closely with clients to solve their data platform problems with innovative solutions with a focus on simplicity, maintainability, and automation.

John is an experienced data platform professional having spent over fifteen years working with Microsoft SQL Server, Azure, and AWS technologies. Working closely with clients to solve their data platform problems with innovative solutions with a focu... Show more

Ashley began her career in Digital Marketing but found her true calling in the world of Dynamics when she started working with Dynamics CRM version 4.0. Since then, she has become a leading expert in transforming CRM experiences for sales teams, significantly improving sales productivity and organizational efficiency. In recognition of her exceptional contributions, she was awarded the prestigious Microsoft Business Applications MVP in March 2022.

Currently, Ashley is a Solution Architect with PS Hummingbird. With over a decade of experience, her expertise spans the Sales, Customer Service, Marketing & Project Operations modules, business analysis, configuration and automation, process integration, and tool selection and analysis. She mentors individuals and people new to the industry, continuing her commitment to supporting professional growth and development.

Ashley co-leads the DFW Dynamics 365 User Group Meetup, hosts the Awkward Silence podcast with Ed Gonzales, and speaks at Dynamics events worldwide. Her commitment to integrating business processes with technology ensures consistency and accountability, making her a valued business partner in the Dynamics community.

Outside of her professional life, Ashley enjoys spending time with her family, attending country music concerts, and following various sports teams. She is an avid reader and Netflix documentary enthusiast.

Ashley began her career in Digital Marketing but found her true calling in the world of Dynamics when she started working with Dynamics CRM version 4.0. Since then, she has become a leading expert in transforming CRM experiences for sales teams, sign... Show more

Angel Ramirez is a technology leader and entrepreneur with expertise in software product development, cloud-native technologies, and Kubernetes (Kubestronaut). As CEO of Cuemby, he develops innovative solutions that align technical concepts with business goals. A CNCF and TODO OSPO Ambassador, Angel is recognized for his public speaking abilities, making complex ideas easy to understand. His approach integrates technology and business strategy, helping organizations achieve scalable solutions while fostering ongoing learning and community engagement.

Angel Ramirez is a technology leader and entrepreneur with expertise in software product development, cloud-native technologies, and Kubernetes (Kubestronaut). As CEO of Cuemby, he develops innovative solutions that align technical concepts with busi... Show more

Doing AI stuff since before it was cool!
• Developer / DBA / Microsoft Certified Trainer (MCT) focusing on Microsoft's Data Platform, AI, Azure, IoT and Security.
• Developing information and multimedia systems, DBA, project and IT management, for over 27 years.
• Speaker with over 350+ sessions delivered since 2015 at international conferences and community events (mostly in-person before pandemic times) on multiple technologies, Internet Governance and Human Rights, as well as volunteer and moderator.
• Organiser and founder at technical communities: IT Pro Portugal, PowerShell Portugal, Data Community Portugal, and multiple other online communities such as IPv6 Portugal, DNSSEC Portugal, etc.
• Organiser of technical events: Global AI Bootcamp Lisboa, Global Power Platform Bootcamp Lisboa, Ctrl-Alt-Shell, Ctrl-Alt-Xmas, Global Diversity CFP Day Lisboa, Power BI Roadshow Lisboa, Programar Saturday, Community Evenings, etc.
• Go to https://Andy.PT and you'll know the same as the NSA...

Note: The sessions listed below have been presented in at least one or more events. The list of events below only includes Sessionize-driven events.

Doing AI stuff since before it was cool! • Developer / DBA / Microsoft Certified Trainer (MCT) focusing on Microsoft's Data Platform, AI, Azure, IoT and Security. • Developing information and multimedia systems, DBA, project and IT management, for ... Show more

Maurizio is a CTO, Solution Architect, and AWS Hero based in Basilicata, Italy. With a technical core rooted in Java, Python, and Django, he blends deep architectural expertise with a decade of experience in Project Management and community leadership.

As the founder of the AWS User Group Basilicata and co-founder of 'Come To Code'—the largest IT conference in Southern Italy—Maurizio is a driving force in the Italian tech ecosystem. He also leads GDG Basilicata and the PLUG (Pignola Linux User Group), where he has spent over 10 years promoting Open Source culture and digital literacy.

Maurizio’s mission is to prove that innovation knows no boundaries. Whether speaking at international stages or hosting local meetups, he focuses on bridging the gap between high-level cloud innovation and regional territories. He believes that real progress happens through human connection and is dedicated to fostering inclusive spaces where tech hubs can thrive anywhere—from major cities to small mountain villages.

Maurizio is a CTO, Solution Architect, and AWS Hero based in Basilicata, Italy. With a technical core rooted in Java, Python, and Django, he blends deep architectural expertise with a decade of experience in Project Management and community leadershi... Show more

Lakshmi is a Microsoft MVP (Data Platform) and a Certified Power BI Data Analyst, currently working in the Institutional Effectiveness department at Missouri University of Science and Technology. She is passionate about creating creative and innovative Power BI reports that not only make data pop but also provide actionable insights. She was a Finalist in the Microsoft Power BI DataViz World Championships 2025 and 2026, showcasing her ability to combine technical expertise with storytelling. An engaging speaker, she frequently speaks about all things Power BI at user groups and conferences, and also shares tips and best practices on her Medium blog.

Lakshmi is a Microsoft MVP (Data Platform) and a Certified Power BI Data Analyst, currently working in the Institutional Effectiveness department at Missouri University of Science and Technology. She is passionate about creating creative and innovati... Show more

Avindra Fernando is a software consultant with over 13 years of experience helping teams build scalable, modern web applications. In 2021, he founded Taprobane Consulting to guide clients through architectural decisions, migrations to newer tech stacks, and the implementation of robust AI-powered development and testing strategies that ensure quality and performance.

He actively mentors engineering teams, leads workshops, and delivers hands-on training. As a regular speaker at tech conferences, Avindra shares practical lessons on concepts and technologies such as Software Architecture, AI-driven development, React, Next.js, E2E Testing, and TypeScript. He leverages his experience to shape future technology direction and accelerate the growth of companies across industries.

Avindra Fernando is a software consultant with over 13 years of experience helping teams build scalable, modern web applications. In 2021, he founded Taprobane Consulting to guide clients through architectural decisions, migrations to newer tech stac... Show more