User Research

**Update 10.5. / 22:00:** Due to the weather forecast with rain, cold temperatures, and wind, we’ve decided to move the meetup to an indoor location instead of the park. The good news: we’re still keeping the same relaxed and casual get-together format — just a little warmer and drier ☔🌿 **📍 New Location** Delegationsraum Österreichischer Gewerkschaftsbund Johann-Böhm-Platz 1 A-1020 Wien The easiest way to get there is via U2 Donaumarina. The Delegationsraum is located on the ground floor at the end of the entrance hall, on the left side, near the stairs leading upstairs. Looking forward to seeing everyone there! \-\-\- Spring is here — let’s take UX outside. Join us for a relaxed **UX Vienna get-together in the park**, where we’ll trade meeting rooms for fresh air and good company. Connect with fellow UX professionals, share ideas, and enjoy a laid-back evening together. Bring a blanket and something to drink, and meet us on the lawn below the Palmenhaus in the Burggarten. Whether you stay for a quick chat or settle in for the whole evening, you’re very welcome — we’re looking forward to seeing you there. Meeting point - below the Palmenhaus on the lawn (on the left side looking at Palmenhause): https://osm.org/go/0JrIXnPJY--?m= (If the weather is bad, we will come up with an alternative location 24hrs in advance.) \-\-\- UX Vienna Evening Meetups are on the 2nd tuesday of every month — 12 times a year. Collaboratively we document each UX Vienna Evening Meetup at [https://UXvienna.at/ongoing/](https://uxvienna.at/ongoing/) \- Check out to see what kept us busy and what you might have missed so far\. UX Vienna announcements are available at [https://meetup.com/UXvienna](https://meetup.com/UXvienna). In addition you can follow us on [LinkedIn](https://www.linkedin.com/company/103220346). We are looking forward to seeing you!

We know that meeting new people in Vienna’s Meetup scene can feel a bit repetitive. While different hosts and formats exist, you often end up seeing the same faces. That’s why we’re shaking things up! We’ve teamed up with Mausen Bar to bring you an exciting new Board Game Night - one that goes beyond Meetup and expands your social circle even further! 📅 Every Tuesday (except some holidays/celebrations), 7-10PM 📍 Mausen Bar (Türkenstraße 33, 1090 Wien). Join us for an evening of fun, laughter, and great company. Whether you’re a board game enthusiast or just looking to meet new people in a relaxed setting, this is the perfect event for you! Plus, you can order delicious food and drinks right at the venue while you play. Come for the games, stay for the connections, and make Vienna feel even more like home. See you there! Please note that this free event is made possible through the generous support of the restaurant. In order to maintain a strong partnership and continue offering events like this at no cost, we kindly ask that all attendees support the venue by placing an order during their visit. Thank you for your understanding and cooperation.

Dear AI Austrians, It’s time to get together again. **No agenda, no talks, no program.** Just good conversations, familiar faces, and meeting new people from the AI Austria community. Whether you’ve joined our meetups before or this would be your first one: you’re warmly invited. Come by for a quick hello or stay the whole evening — totally up to you. 📍Location: Gleis//Garten Eichenstrasse 2, 1120 Vienna 🕖 Time: From 18:30 - open end. Looking forward to seeing many of you there, AI Austria

Heartfulness-Meditation entspannt den Geist und stärkt das Herz. Es sind keine Vorkenntnisse oder Erfahrungen erforderlich. Und so wie die Luft uns allen frei zur Verfügung steht, so ist es auch diese Meditation. Heartfulness-Meditation relaxes the mind and strengthens the heart. No prior knowlege or experience is required. And just as air is freely available to all of us, so is this meditation.

Willkommen bei *"Build & Connect"*, dem Treffpunkt für Selbstständige und alle, die es werden wollen – organisiert von Gründerio. English description below. Dieses kostenfreie Event richtet sich an Menschen, die selbstständig sind und ihre Reise mit neuen Perspektiven, wertvollen Kontakten und spannenden Insights bereichern möchten. Natürlich sind auch alle willkommen, die sich noch in der Planungsphase ihrer Selbstständigkeit befinden! **Das erwartet dich bei unserem Meetup:** 🌟 **Expertentalk von Philipp Doblhoff:** Was, wenn Gründen kein Ziel ist, sondern eine Lebensweise? Ein ehrlicher Einblick in 13 Gründungen: Warum Philipp als Serial Entrepreneur immer wieder von vorne anfängt. 🤝 **Austausch auf Augenhöhe:** In einer entspannten Atmosphäre kannst du dich mit Gleichgesinnten vernetzen, Ideen austauschen und von den Erfahrungen anderer profitieren. 🍹 **Gechillte Atmosphäre:** Uns ist wichtig, dass du dich wohlfühlst und Spaß hast. Wenn sich daraus ein neuer Geschäftskontakt oder eine Zusammenarbeit entwickelt – umso besser! 🚀 **Unser Ziel:** Wir möchten dir nicht nur die Möglichkeit bieten, neue Leute kennenzulernen und echte Verbindungen zu schaffen, sondern dir auch praktische Werkzeuge an die Hand geben, die deinen unternehmerischen Alltag erleichtern und dein Business optimieren. Wir freuen uns darauf, dich bei unserem nächsten Treffen in Wien willkommen zu heißen. Lass uns zusammen lernen, wachsen und die Reise als Selbstständige gestalten. **Follow us!** [LinkedIn](https://www.linkedin.com/company/82057598/admin/dashboard/) \| [Instagram](https://www.instagram.com/gruenderio/?next=%2F) \| [Whatsapp-Gruppe](https://chat.whatsapp.com/Kyi26Bl7v8S6MwZb5VJNmT) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Welcome to *"Build & Connect"*, the meet-up for entrepreneurs and everyone aspiring to become one – hosted by Gründerio. This free event is tailored for self-employed individuals looking to enrich their journey with fresh perspectives, valuable connections, and inspiring insights. Of course, those still in the planning stages of self-employment are also warmly invited! Here’s what awaits you at our meet-up: 🌟 **Expert Talk Philipp Doblhoff** What if starting a business isn't a goal, but a way of life? An honest look at 13 startups: Why Philipp, as a serial entrepreneur, keeps starting over from scratch. 🤝 **Exchange:** Connect with like-minded people in a relaxed atmosphere, exchange ideas, and learn from the experiences of others. 🍹 **Chilled Atmosphere:** We want you to feel comfortable and enjoy yourself. If this leads to a new business connection or collaboration – even better! 🚀 **Our Goal:** Not only do we aim to help you meet new people and build meaningful connections, but we also want to provide you with practical tools to simplify your entrepreneurial journey and optimize your business. We’re excited to welcome you to our next event in Vienna. Let’s learn, grow, and shape the journey of self-employment together. **Follow us!** [LinkedIn](https://www.linkedin.com/company/82057598/admin/dashboard/) \| [Instagram](https://www.instagram.com/gruenderio/?next=%2F) \| [Whatsapp](https://chat.whatsapp.com/Kyi26Bl7v8S6MwZb5VJNmT) **Disclaimer:** This event will be recorded with photo, video, and audio material. By attending, you consent to the use of this material, including for later promotional purposes. By reserving your ticket, you agree to being contacted by Gründerio.

This meetup is open for everyone: web developers, designers, Drupal users, but also curious people that don't know Drupal yet. Organized and hosted by ACOLONO GmbH. **Schedule** 17:00 **Door opens** 17:10 Case Studies & Solutions with Drupal (Presentations will be mostly in German) * **ACOLONO GmbH** Christian Ziegler / Nico Grienauer Content-Maschine für PULS 24 - Drupal als KI-gestütztes Backend für News Medien * **drunomics GmbH** *Wolfgang Ziegler* Drupal CMS: Canvas Page-Builder mit Vue.js Frontend * **lowfidelity GmbH** *Alex Gruber* Bank Austria - Live-Streaming: Von der Komplettproduktion zum Content Hub * **think modular - digital solutions GmbH** *Tatjana K. und Daniel P.* Implementing features with ECA instead of code - showcase for deep-cloning content 19:30 until open end - **other sessions, networking, discussions, lightning talks.** Food, Drinks sponsored by Drupal Austria.

**Walk & Talk** Willst du auch mehr Bewegung in dein Leben bringen? Und dich dabei noch gut unterhalten, so dass die Zeit verfliegt? Dann bist du hier genau richtig, denn mir geht es genauso. Alleine ist langweilig und die Zeit vergeht nicht, daher hab ich mir Walk & Talk überlegt. Inspiriert wurde ich durch die Walk & Talk Gruppe in Hamburg, wo ich mehrere Male dabei war als ich in Hamburg lebte. Unterschiedliche Menschen treffen sich einmal in der Woche für einen flotten Spaziergang und unterhalten sich dabei. Ich liebe es neue Menschen kennenzulernen und auch bekannte Gesichter wiederzusehen, dann geh ich ganz nebenbei und das macht auch noch Spaß.😊 **Walk:** Wir brauchen einfach regelmäßige Bewegung und ich weiß selbst, wie schwierig es ist, diese in den Alltag zu integrieren. Deshalb ist dieser Walk genau richtig. Nach diesem Spaziergang fühlst du dich einfach wohl, fit und entspannt. **Talk:** Das Reden kommt ganz von selbst beim Gehen. Du kannst über alles reden, egal, ob privates oder berufliches, alles was sich ergibt ist willkommen. Und wenn du keinen Bock aufs Reden hast, dann gehst du alleine, auch das ist völlig in Ordnung. **Wie das ganze abläuft:** * Die Teilnahme ist völlig kostenlos. * Wo: U6 Spittelau (im Freien), Richtung Donaukanal, Ausgang Josef-Holaubek-Platz, direkt vor dem Fernwärme-Turm (https://maps.app.goo.gl/XwAayz4FQe2EW8WK9) Wenn du mit der U4 kommst, geh bitte zum Hauptgebäude, wo die Züge und die U6 fahren. * Wann: Wir treffen uns dienstags um 13 Uhr, egal, ob bei Regen, Sturm und Kälte oder bestem Sonnenschein – Walk & Talk findet nahezu JEDE Woche statt außer ich bin mal im Urlaub. * Wir starten pünktlich und beginnen mit einer kurzen Vorstellungsrunde. * Wie gehen am Donaukanal entlang von Höhe Spittelau bis zum Schwedenplatz und zurück. * Ca. 7 Kilometer sind wir unterwegs und unterhalten uns dabei mit interessanten Menschen. Dabei kannst du neue Bekanntschaften schließen, dich inspirieren lassen, von Projekten erzählen oder einfach nur smalltalken und die frische Luft genießen. Alles ist erlaubt. * Nach ca. 1,75 Stunden sind wir wieder am Ausgangspunkt zurück. * Bei einer Teilnahme von über 5 Personen gehen wir in Paaren und wechseln diese alle 10 Min. Wenn du aber lieber alleine gehst, ist das auch vollkommen in Ordnung. * Für alle, die einfach mal etwas Neues ausprobieren wollen. **Bist du bereit?** Dann komm mit! **Start bei U6 Spittelau Ausgang Donaukanal** Nochmal: um **PUNKT 13.00 Uhr dort sein**, denn **nach kurzen Vorstellungsrunde gehen wir gleich los. Sei pünktlich, denn die Gruppe wartet nicht.** Du musst nichts vorbereiten oder dich gar anmelden, komm einfach vorbei. Ausreden gibt es nicht. Geh mit und freu dich auf eine tolle neue Erfahrung. **Wer macht es?** Ich bin Marie Meyer-Marktl und Ideengeberin, Host und Organisatorin von Walk & Talk. Ich unterstütze seit 2019 Menschen dabei Freude ins Arbeitsleben zu bekommen und bin Business und Life Coachin. „Strahle, wenn du an deine Arbeit denkst“, ist meine Vision für jedermann und jedefrau. Privat merkte ich, dass ich endlich wieder mehr Bewegung brauche – und das klappt am besten gemeinsam mit anderen Menschen. Sei dabei bei Walk & Talk und bring Bewegung in dein Leben. **Do you speak English? Then welcome to Walk & Talk!** This event is suited for all people who like to connect to other people and like to walk. The beauty of this regular event is that you are in the nature and you walk around 7 kilometers. In the meantime, if you feel for it, you talk, if not, you just walk. You do something for your health, get to know new people and you will feel much better. It’s FREE, all you need to do is to show up this Tuesday at no later than 1 pm at the U6 Spittelau exit to Donaukanal.

**Einladung zum Heartful Communication Programm nach dem Satsangh** **Ab dem 22. März startet unser Heartful Communication Programm, das sich über 5 Wochen erstreckt. Die Inhalte werden jeweils nach dem Sonntagssatsangh vorgestellt.** **Gesamtdauer des HC-Programms jeweils ca. 30–45 Minuten.** **Heartful Communication (HC) unterstützt uns dabei, authentisch aus unserem Herzen heraus zu kommunizieren und eine einfühlsame Verbindung zu uns selbst und anderen zu entwickeln. Der Ansatz hilft uns, Urteile, Vorwürfe und Kritik in respektvolle und fürsorgliche Begegnungen zu verwandeln.** **Im Mittelpunkt steht die Kultivierung von Bewusstsein – als erster Schritt für positive Veränderung.** **Weitere Informationen zu HC findet Ihr hier:** **https://heartfulness.org/heartful-communication/#hc** **Ort:** **Markhof – Das Dorf in der Stadt** **Markhofgasse 19** **1030 Wien** **Programm im Detail:** **10:00 Meditation anschließend Video-Input HC** **Kurze Bio-Pause (5–10 Minuten): für kleine Snacks und Getränke wird gesorgt** **HC-Programm** **Kurzvortrag / Reflexion / Gruppenaktivitäten mit unserem HC-Volunteers-Team** **Das Programm ist kostenfrei, Spenden für unser Zentrum sind herzlich willkommen.** **Wir freuen uns, wenn viele von Euch teilnehmen und diesen Prozess gemeinsam erleben.**

⚡ **AI & Coffee — Vienna's In-Person AI Community** AI is moving faster than any of us can keep up with alone. The best way to make sense of it — and stay ahead of it — is by getting in the same room as people who are just as in as you are. That is exactly what AI & Coffee is about. We are bringing together Vienna's most curious, creative and driven minds for an afternoon of open, honest and energising conversations about artificial intelligence — not in theory, but in practice. No slides. No pitches. No pressure. Just real people, real ideas and real connections over great coffee. ☕🤖 The first part of the meetup is where everyone will introduce themselves for 1-3 minutes so that you can get to know who everyone in the room is and also share who you are and what you are looking for. This is the most effective networking concept to make the best out of the time. The other half of the event is just free networking. You will be surprised by how many people will be interested in meeting you after the introduction round, and how many raised your curiosity! See you! *** ☕ **What we will talk about** AI & Coffee is an open conversation — guided by curiosity and driven by the people in the room. Expect discussions around: * What is actually happening in AI right now — the real breakthroughs, the real hype * Tools, projects and experiments people are building and testing * Practical AI use cases across industries — finance, marketing, tech, healthcare and more * Ideas, feedback and fresh perspectives from people at different stages of their AI journey Feel free to bring your laptop if you want to show something you are working on. Some of the best conversations at our last event started with someone sharing their screen. 💡 *** 👥 **Who is this for?** Developers and engineers building with AI Founders and entrepreneurs exploring AI for their business Investors and mentors looking to understand what is coming Researchers and students at the forefront of AI Creatives experimenting with AI tools Corporate professionals curious about AI's impact on their industry And anyone who simply cannot stop thinking about where AI is heading If AI excites, challenges or intrigues you — you belong here. *** ✨ **What to expect** A warm, welcoming and relaxed atmosphere where everyone has a seat at the table. Our host will kick things off with a few conversation sparks and the latest AI highlights — then the rest is yours. Meet, talk, connect and exchange freely. No commitment. No agenda. No pressure. Just the kind of afternoon that leaves you energised, inspired and already looking forward to the next one. *** 🎉 **The only cost is your own coffee or drink.** Bring your curiosity, your ideas and an open mind — and let's keep building one of the most exciting AI communities in Vienna. 🇦🇹 👉 Register now — spots are limited and they go fast!

ZOOM: Heartfulness Meditation, auch für Anfänger(I)n Meeting ID: 873 0346 8880 Password: X47qQt

\#\# AI & Lunch \- In\-person gathering in Vienna 🇦🇹 Hey there! Join us for another **in-person lunch** in the heart of Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. See you there! **AI & Lunch** is the seated, more intimate format of the **AI & Coffee** community — designed for deeper conversations and real connection around the table. This will be a lunch where we all sit together and so everyone gets the chance to meet the full table, connect, and discover new stories. You’re welcome to bring friends if you’d like. The goal is simple: enjoy lunch together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups, previous lunches, dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Luxembourg’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open lunch in a nice location • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your lunch.** Bring your curiosity, your appetite, and your good energy — and join us for a lunch of conversation and connection.

⚡ **AI & Coffee — Vienna's In-Person AI Community** AI is moving faster than any of us can keep up with alone. The best way to make sense of it — and stay ahead of it — is by getting in the same room as people who are just as in as you are. That is exactly what AI & Coffee is about. We are bringing together Vienna's most curious, creative and driven minds for an afternoon of open, honest and energising conversations about artificial intelligence — not in theory, but in practice. No slides. No pitches. No pressure. Just real people, real ideas and real connections over great coffee. ☕🤖 The first part of the meetup is where everyone will introduce themselves for 1-3 minutes so that you can get to know who everyone in the room is and also share who you are and what you are looking for. This is the most effective networking concept to make the best out of the time. The other half of the event is just free networking. You will be surprised by how many people will be interested in meeting you after the introduction round, and how many raised your curiosity! See you! *** ☕ **What we will talk about** AI & Coffee is an open conversation — guided by curiosity and driven by the people in the room. Expect discussions around: * What is actually happening in AI right now — the real breakthroughs, the real hype * Tools, projects and experiments people are building and testing * Practical AI use cases across industries — finance, marketing, tech, healthcare and more * Ideas, feedback and fresh perspectives from people at different stages of their AI journey Feel free to bring your laptop if you want to show something you are working on. Some of the best conversations at our last event started with someone sharing their screen. 💡 *** 👥 **Who is this for?** Developers and engineers building with AI Founders and entrepreneurs exploring AI for their business Investors and mentors looking to understand what is coming Researchers and students at the forefront of AI Creatives experimenting with AI tools Corporate professionals curious about AI's impact on their industry And anyone who simply cannot stop thinking about where AI is heading If AI excites, challenges or intrigues you — you belong here. *** ✨ **What to expect** A warm, welcoming and relaxed atmosphere where everyone has a seat at the table. Our host will kick things off with a few conversation sparks and the latest AI highlights — then the rest is yours. Meet, talk, connect and exchange freely. No commitment. No agenda. No pressure. Just the kind of afternoon that leaves you energised, inspired and already looking forward to the next one. *** 🎉 **The only cost is your own coffee or drink.** Bring your curiosity, your ideas and an open mind — and let's keep building one of the most exciting AI communities in Vienna. 🇦🇹 👉 Register now — spots are limited and they go fast!

\#\# AI & Lunch \- In\-person gathering in Vienna 🇦🇹 Hey there! Join us for another **in-person lunch** in the heart of Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. See you there! **AI & Lunch** is the seated, more intimate format of the **AI & Coffee** community — designed for deeper conversations and real connection around the table. This will be a lunch where we all sit together and so everyone gets the chance to meet the full table, connect, and discover new stories. You’re welcome to bring friends if you’d like. The goal is simple: enjoy lunch together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups, previous lunches, dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Luxembourg’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open lunch in a nice location • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your lunch.** Bring your curiosity, your appetite, and your good energy — and join us for a lunch of conversation and connection.

## AI & Dinner - In-person gathering in Vienna Hey there! Join us for another **in-person evening** in Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. Our next dinner will take place soon *(Private Big Tables reserved)* See you there! **AI & Dinner** is the seated, more intimate format of the AI & Coffee community — designed for deeper conversations and real connection around the table. This will be a dinner where we all sit together and **switch places at during the middle of the event**, so everyone gets the chance to meet the full table, connect, and discover new stories. To preserve a great group dynamic, this gathering is **limited to 20 people**. You’re welcome to bring friends if you’d like. The goal is simple: enjoy dinner together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups and previous dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Vienna’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open dinner atmosphere • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your dinner.** Bring your curiosity, your appetite, and your good energy — and join us for an evening of conversation and connection.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.