Data Architecture

**Join us for the 7th Data Mesh Belgium Meetup on April 21st, 2026!** This time [AE](https://www.ae.be/) will host this event in their office in Leuven. This evening promises to be a deep dive into cutting-edge topics around Data Mesh. Also join us at [Data Mesh Live ](https://datameshlive.com/)on June 11-12, a two day conference providing insights into the challenges and solutions for your Data Mesh journey. **SCHEDULE** * **18h 00 - 18h 40:** Food & Drinks * **18h 40 - 18h 45:** Welcome by Tom De Wolf * **18h 45 - 19h 30:** Open Standards for Data Mesh by Simon Harrer * **19h 30 - 19h 45:** Short break * **19h 45 - 20h 30:** You Don’t Need a Data Mesh to Start with Data Products by Jef Van Hulle * **20h 30 - 21h 00:** Networking **TALK ABSTRACTS** ► **"Open Standards for Data Mesh"** by Simon Harrer Open Standards are gaining ground in data mesh, helping prevent vendor lock-in and drive innovation. We explore the key standards for data contracts, data products, observability, semantics, and more, looking at where they come from, where they are heading, and how they compare. You will leave with a clear view of which standards matter now and which to watch in the future. ► **"You Don’t Need a Data Mesh to Start with Data Products"** by Jef Van Hulle Many Data Mesh journeys start with large-scale transformations. In reality, that “big bang” approach often becomes a blocker. Jef shares a pragmatic alternative: introducing data products incrementally within existing teams, systems, and governance. By applying product thinking — clear ownership, shared definitions, and lifecycle management — early value was delivered while gradually shifting how data is managed. Instead of starting with a full Data Mesh transformation, this approach shows how data products can be a realistic first step toward it. **SPEAKER BIOS** ► **[Simon Harrer](https://www.linkedin.com/in/simonharrer/)** \- Co\-Founder and CEO of Entropy Data He is a software developer at heart who has since turned to the dark side — the world of data. He co-founded datamesh-architecture.com and translated Zhamak Dehghani's Data Mesh book into German. Currently, he is developing a SaaS product useful for all Data Mesh initiatives: the Data Mesh Manager. ► **[Jef Van Hulle](https://www.linkedin.com/in/jefvanhulle/)** \- Senior Data Analyst at AE Jef has 6 years of experience at AE, working as both a business analyst and data analyst. Building on his background in software product development as a business analyst, he applies product thinking from the software world to the data domain. In his current role as a data analyst at a large utility company, he leads the adoption of data products and applies data product thinking in practice.

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Rue Brialmont 7, Brussels Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Rue Brialmont 7, Bruxelles Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

**architectures de la conscience, de la biologie à la philosophie** ***Conférence dans le cadre de la journée internationale de la Terre*** Et s'il restait en vous un espace que nul calcul ne pourra jamais atteindre ?  À l’heure où nos choix et nos comportements semblent dictés par des codes et des données, une question demeure : **qu’est-ce qui, au fond de vous, refuse d’être mis en équation ?** Rejoignez-nous pour une conférence qui réconcilie la rigueur de la science et l'envol de la pensée. Nous partirons de la **biologie** — cette incroyable architecture de neurones et de sensations — pour découvrir comment elle devient le socle d'une véritable liberté **philosophique**.  **Au programme de cette exploration :** * Dépasser l'illusion de "l'homme-machine" pour redécouvrir la puissance du ressenti. * Comprendre comment notre conscience nous lie biologiquement et spirituellement à la Terre. * Transformer nos automatismes en actes conscients et porteurs de sens. **Un moment qui ne consiste pas à ajouter des informations à votre mémoire, mais à offrir un nouvel horizon à votre conscience.** **PAF : 10€** ou 15€ pour les deux conférences données dans le cadre de la journée de la Terre

Let's meet to write! Schedule : 18:00 - 18:30: Arrival & introduction tour. Share briefly with the group your project and the "goal of the day". 18:30 - 20:00 : Let's write! 20:00 : Closing tour. Did you achieve the "goal of the day" ? See you soon !

Welcome to TechTuesday at HSBXL. It’s where tech enthusiasts hang out, projects get tinkered with, and the occasional debate over the best programming language ensues. Whether you’re an old hand at hacking or just dipping your toes: * **Chats & Code**: Engage in hushed tech tales, showcase your latest digital masterpiece, or simply bask in the mesmerizing rhythm of coders at work. * **Ambient Rhythms**: We curate a backdrop of everything from ambient rock to downtempo electronica. It sets the mood, enhancing the creativity without becoming a distraction. * **Refreshment Protocol**: Club Mate to fuel your creativity, assorted beers for contemplation, and soft drinks for a refreshing pause. Choose your brew. * **Machinery Magic**: Our space boasts more than just computers. Soldering irons hiss and 3D printers hum, telling tales of projects brought to life. * **Knowledge Exchange**: Encountered a tech puzzle? Someone in the room might have just the insight you need. And if you’ve unraveled a digital mystery, consider sharing it. **Note**: The beauty of HSBXL is its welcoming ethos. Member or not, if you’re curious and respectful, you’re one of us. ### Getting to HSBXL HSBXL, the beacon for tech enthusiasts in Brussels, awaits. For your navigational needs, check [here](https://hsbxl.be/enter/). Barrier issues? Broadcast at +32 28804004. For real-time digital dialogues, tap into our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). ### Bring Along Your tech gear, a project in progress, or simply a mind open to the endless possibilities of tech. That’s TechTuesday at HSBXL. A laid-back evening where tech happens, naturally. See you there.

Let's do our very best to test the limits of data and AI governance puns — and connect with fellow data professionals in the process. Come join us at the Metadata Mixer, where we've been invited by Belgium's very own data behemoth, Collibra! This is a great opportunity to meet your fellow data professionals in a wonderful new setting at the Collibra offices and the Gare Maritime food court which is just next door. Add it to your calendar, invite a data‑minded friend, and join the Data Professionals group if you want to stay connected: https://lnkd.in/eqkpubKk #DataProfessionals #NetworkingEvent #Collibra #Belgium #Data

**At [Isabel Group](https://www.isabel.eu/en), the conviction was clear: certain processes could be accelerated with the help of AI. What they needed was support on two fronts, identifying which processes had the most potential, and a partner to help implement the solutions.** Through a Start AI trajectory with **[Ixor](www.ixor.be)**, they zeroed in on supporting services, procurement, HR, and customer service, deliberately leaving IT Ops & Dev out of scope. The process started with conversations: talking to everyone involved, understanding what they actually spent their time on, and mapping where the friction was. From there, thanks to the structured approach of the Start AI trajectory, each process was scored on feasibility and impact. Three clear priorities emerged. **[Roel Liers](https://www.linkedin.com/in/roel-l-b594631/)** (Head of Digitalisation at Isabel Group) and **[Martijn Leplae](https://www.linkedin.com/in/martijn-leplae-2258341a5/)** (AI engineer at Ixor) share how that journey went: * **Finding the right processes.** Scoring workflows across supporting services on feasibility and impact, surfacing the overlooked ones, not just the obvious candidates. * **Making processes AI-ready.** Restructuring and rethinking workflows before building anything, because the quality of the automation depends on the quality of the process underneath. **Date** Wednesday 22/04/26 **Location** [Ixor, Schuttersvest 75, 2800 Mechelen](https://www.google.com/maps?sca_esv=3d16839f334d68f5&rlz=1C5CHFA_enBE1133BE1133&sxsrf=ANbL-n41HRp_bji2meG1ikVLAPIz93Cunw:1769513461367&kgmid=/g/1pxwt4kls&shem=bdsle,ptotple,shrtsdl&shndl=30&kgs=61800e9c5aeb0c1b&um=1&ie=UTF-8&fb=1&gl=be&sa=X&geocode=KcOEjoHS5cNHMa9y5riKRn8U&daddr=Schuttersvest+75,+2800+Mechelen) **Timing** *Doors* \- 18:00 *TechTalk* \- 18:30 until 19:30\, followed by networking & drinks *End -* 21:00

Have you always wanted to learn Bachata? Now is the perfect time! Our regular classes at Albert Hall are designed to help beginners progress quickly and master this beautiful social dance that is very popular right now! 💃🕺 We have just started a new session where everyone can learn at their own pace. Come with or without a partner. After the beginner's class, there are more advanced classes, followed by a free dance party for students. 🎉 A nice venue and a warm atmosphere—don't miss this opportunity! 🔥 PROGRAM 🔥 7:00 p.m. → Bachata Beginner NEW (Room 1) 7:00 p.m. → Bachata Advanced (Room 2) 8:00 p.m. → Bachata Beginner II (Room 1) 9:00 p.m. → Bachata Intermediate (Room 1) 💥 10:00 p.m. → Bachata Social Party with DJ Felito on the decks for a wild night of dancing! 🎶 🍍 Fresh fruit buffet provided to recharge your batteries between dances! 📍 Location: Albert Hall 651 chaussée de Wavre 1040 Brussels 💸 Prices: 1 class: €15 10-class pass: €120 20-class pass: €210 Dance party only: €10 (cash) 👉 Registration on site

Ready to teach your Vue apps some new tricks? For our first meetup of 2026, we’re heading to the offices of [Leexi.ai](https://www.leexi.ai/en/) 💚 We’ve moved past simple components, it looks like the focus will be AI-related. We’ve lined up two heavy hitters to show us how Vue and Nuxt are becoming the backbone of the AI era. Whether you’re building the next smart editor or trying to make AI agents actually do what they’re told, this is the place to be. Will the AI write the code for us while we drink a beer? Probably not yet, but come find out how close we’re getting! 📅 Date: Thursday, April 23, 2026 🕓 Time: 18:00 – 21:00 📍 Location: Leexi.ai Av. Herrmann-Debroux 2/étage 1, 1160 Auderghem, Belgique \* Parking: There's a huge car park nearby in front of a Carrefour hypermarket ([https://maps.app.goo.gl/MrfzTTkWr8NQxCDJA](https://maps.app.goo.gl/MrfzTTkWr8NQxCDJA)). There's also many parking places under the Auderguem Viaduc which is in front of the office. \* Metro: Herman Debroux metro station in front of the office. **18.00 - Doors (Food & Drinks!)** **19.00 - Talk 1:** **By:** [Patricio Castillo](https://www.linkedin.com/in/patricio-castillo-tech/) – Co\-Founder @ Prodi \| ex\-Nokia **Title:** Crafting Intelligent Editors: Building with Nuxt, Tiptap, and LLMs **Description:** LLMs are built on text, which means the text editor isn't going anywhere, it’s evolving. The challenge is building a custom editor that actively collaborates with the user to append, edit, and review content in real-time. In this talk, I’ll dive into the architecture of the interactive editor we build at Prodi. Using Nuxt and Tiptap, I’ll show how we bridged the gap between a headless editor and Large Language Models **19.45 - Talk 2:** **By:** [Davy Engone](https://www.linkedin.com/in/davyengone/) – AI Engineer & Founder at Hackages **Title:** How to Build Reliable AI Agents with Vue/AI-SDK **Description:** AI agents are easy to demo but much harder to make reliable. In this talk, Davy explores the foundations of building reliable AI agents, covering tool calling, agent loops, context management, evaluation, and human-in-the-loop design. A practical session for developers who want to move beyond prompting and better understand how real-world agent systems are built. We will use VueJS and Vercel AI SDK for Vue. **20.15 - Networking & Knowledge sharing** Got any cool Vue.js projects? Be sure to bring them along or let us know online! Sponsored by: [Leexi.ai](https://www.leexi.ai/en/) 💚

VERY IMPORTANT: Payment MUST be done in advance: [https://japansetuin.hasselt.be/nl/kamishibai-festival](https://japansetuin.hasselt.be/nl/kamishibai-festival) Click “tickets kamishibai” Then change the date in the form to 26/4 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Let’s take a small break from the noise and step into something calmer. We’ll meet in the main hall of are centrale, and go together for a relaxed walk through one of the largest Japanese gardens in Europe. Expect quiet paths, water, bridges, seasonal colors, and a very different pace. This is not a “guided tour” or a workout. Just a simple moment to slow down, walk, breathe, and connect—with the place and with each other. You’re welcome to come alone or with guests, meet new people, and just enjoy the atmosphere if that’s what you need. 👉 We’ll move slowly, stop when it feels right, maybe sit for a bit, or do some Qigong and maybe share a tea/coffee after **Practical:** * Meeting point: Gare centrale Bruxelles, train departs 9.12 to Hasselt. * Duration: You're free to leave whenever you feel like it * Bring: Comfortable shoes, weather-appropriate clothing * Optional: water, tea, or something small to share No pressure, no performance. Just a good moment. Stephan The Happy Body

THIS SAT . 25.04 – BRUSSELS MAIN EVENT [BACK TO THE BEST HITS BY PARTYFINDER @MADAME MOUSTACHE | SATURDAY 25 APRIL](https://emea01.safelinks.protection.outlook.com/?url=https%3A%2F%2Ffb.me%2Fe%2FffpGnio9Z&data=05%7C02%7C%7C51fb9a514d234cf2588708de9e177432%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C639122020726176959%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=d1Fogeik7k%2BzQKvsRS7RRYG71vvdm9HiC2NY5gVLm%2Bw%3D&reserved=0 "Protected by Outlook: https://fb.me/e/ffpGnio9Z. Click or tap to follow the link.") In Collaboration with Just A Night- Les Belges Jeunesses - eXxpats In Brussels \> Skip the Line & Garanty Pass : [https://www.partyfinder.com/en/event/15754](https://emea01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.partyfinder.com%2Fen%2Fevent%2F15754&data=05%7C02%7C%7C51fb9a514d234cf2588708de9e177432%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C639122020726206614%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=2MEccayI85zSkbOFOMdKRBbPT2Uv%2B%2F0yrsN4%2BKLYbMk%3D&reserved=0 "Protected by Outlook: https://www.partyfinder.com/en/event/15754. Click or tap to follow the link.") \> Facebook : [https://fb.me/e/ffpGnio9Z](https://emea01.safelinks.protection.outlook.com/?url=https%3A%2F%2Ffb.me%2Fe%2FffpGnio9Z&data=05%7C02%7C%7C51fb9a514d234cf2588708de9e177432%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C639122020726221957%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=va4H3Y8gADNEkjIukhdMJXnkGUm4NdSl58VFjetSObw%3D&reserved=0 "Protected by Outlook: https://fb.me/e/ffpGnio9Z. Click or tap to follow the link.") ________________________________________ Get ready for a night full of nostalgia and bangers 🔥 On Saturday, April 25th, dive into the best Commercial, Hip-Hop & Latino hits from 2000 until today. 🕥 22:30 – 00:00: opening set by a community DJ (apply via our DJ Contest on Instagram 👀) 🎧 00:00 – 04:00: DJ Bobounce drops hit after hit… no breaks until 4AM 😈 🌍 Visiting Brussels or ready to experience THE party of the spring? Join an international crowd on fire, meet new people, dance non-stop and let the dancefloor carry you all night long 💃🕺 ________________________________________ 🎟️ SKIP THE LINE & Garanty pass with PartyFinder: [https://www.partyfinder.com/en/event/15754](https://emea01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.partyfinder.com%2Fen%2Fevent%2F15754&data=05%7C02%7C%7C51fb9a514d234cf2588708de9e177432%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C639122020726236556%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=pJ2LIFhBW8VnPbxBZ6RRP4FdhmY%2Fu8LqnDItGjtuCOs%3D&reserved=0 "Protected by Outlook: https://www.partyfinder.com/en/event/15754. Click or tap to follow the link.") 🚪At the door ⚠️ Tickets are selling fast — get yours now 🚀 ________________________________________ INFO & BOOKINGS info@justanight.net +32 478 58 60 39 (bookings & birthdays) Facebook: [https://fb.me/e/ffpGnio9Z](https://emea01.safelinks.protection.outlook.com/?url=https%3A%2F%2Ffb.me%2Fe%2FffpGnio9Z&data=05%7C02%7C%7C51fb9a514d234cf2588708de9e177432%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C639122020726250795%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=2uJLtWKav0XJmjJUoxeLscrim354NoV1QpLgNECrVGk%3D&reserved=0 "Protected by Outlook: https://fb.me/e/ffpGnio9Z. Click or tap to follow the link.") Madame Moustache 5-7 Quai au Bois à Brûler, 1000 Brussels

Welcome to our weekly event in the upstairs room of The Sister Café, rue Chair et Pain 3, one block from the Grand Place. Please get there early enough to order your drink at the bar first. Thank you! After introductions we will collect questions from the group participants, choose one by voting then discuss it for an hour. Then most of us stay for drinks and bizarre conversations. Past questions have been wide and not confined to academic philosophy: What is a genuine friend? Is social media turning us into emotional zombies? Do we lose some of the experience of things by defining them? Are we driven by sex? Is loneliness a personal failure? Is morality relative? **Crucially, be kind and respectful and generous** in your disagreements; remember how much you personally enjoy someone else proving you wrong before celebrating your cutting counterexamples.

**❤️‍🔥 Online Speed Dating via Zoom – Connect with Columbus Singles Tonight!** Online speed dating for Columbus locals — hosted live on Zoom, personality matched. Join from home, get paired with Columbus singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=55+&face_v=8.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. --- 🎯 **Perfect for:** - Singles in Columbus who want to meet people from home - People fed up with swiping who want actual conversation - Busy professionals who don't want to waste evenings - Anyone who likes connecting online before meeting face-to-face - Columbus locals after personality-matched dates **Event Details** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Live host handling rounds and introductions - **Vibe:** Friendly and relaxed – genuine chats with Columbus locals - **Duration:** Roughly 90 minutes - **Rounds:** Multiple short one-on-one rounds - **Matches:** Mutual matches sent out after the event - **Privacy:** Contact info only shared when both match **How It Works** 1. **Pick your age group** – Register through your link above. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. 4. **Speed date** – One-on-one rounds with personality-matched Columbus locals. 5. **Get matches** – Mutual matches shared after the event. 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **How long are the chats?** A few minutes each — just enough to get a sense of someone. --- ✨ Real people, real conversations — all from your home. 💘 ✨

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

**🥰 Online Speed Dating via Zoom – Connect with Lafayette Singles Tonight!** Expect more tonal spread here: sometimes compact, sometimes expansive, sometimes punchy. We pair you by personality and age so every conversation feels natural. Quick, hosted rounds on Zoom with Lafayette singles paired to your age group and personality. No awkward pauses — just natural conversation. **Pick your age group and sign up:** - 🔥 **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=18-32&face_v=15.0) - 🔥 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=30-46&face_v=15.0) - 🚀 **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=40-58&face_v=15.0) - ⚡ **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=55+&face_v=15.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. 🎯 **Especially useful for:** ⭐ *"The personality matching genuinely works. My matches were spot on."* – Lafayette local - First-timers new to speed dating - Singles who prefer a hosted, structured experience - Introverts who shine in one-on-one conversations - People fed up with swiping who want actual conversation --- **At a glance** 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. - **Format:** Zoom video session – short timed rounds - **Vibe:** Laid-back one-on-one chats with Lafayette locals - **Rounds:** Multiple short one-on-one rounds - **Location:** Online from home – no need to go anywhere - **Duration:** Approx. 60–90 minutes - **Matching:** Driven by personality quiz results - **Host:** Live host handling rounds and introductions 🔄 **What to expect** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 4. **Meet your matches** – Cycle through short chats with compatible Lafayette singles. 5. **Get matches** – Mutual matches shared after the event. --- ✨ One Zoom call, genuine conversations, real matches. See you there. 💘 ✨

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

A WiA Collective Wisdom Exchange At the start of this year, we gathered to look back, set intentions, and imagine the next chapter. This is the follow-up. Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now. Together, we’ll explore: • What you intended at the start of this year - and what that looks like three months in • What’s surprised you, supported you, or shifted • What the next chapter needs now that you know what you know If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now. Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back. The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter. Space is intentionally limited to keep the experience intimate. What to Expect • A small, welcoming circle (not a large meetup) • Structured conversation so everyone has space to speak • Reflection, listening, and lived experience — not advice-giving • Optional creative reflection alongside conversation • A calm, supportive environment Who This Is For Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords. Good to Know • No preparation required • If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited • Participation is invitational; listening is always welcome • Creative activities are optional