Graph Databases

dbt Meetups are networking events open to all folks working with data! Talks predominantly focus on community members' experience with dbt, however, you'll catch presentations on broader topics such as analytics engineering, data stacks, data ops, modeling, testing, and team structures. 🏠Venue: BeCentral, Cantersteen 12, 1000 Brussels (same building as the Brussels Central Station) 🤝Organizers: Sam Debruyn 🅿️ Interparking Albertina is at 5min walking distance 🚂 It is literally inside Belgium's best connected train station To attend, please read the Health and Safety Policy and Terms of Participation: [https://www.getdbt.com/legal/health-and-safety-policy](https://www.getdbt.com/legal/health-and-safety-policy) Our venue has capacity limits, so please only RSVP if you intend to come. Reach out - send a message in #local-belgium on Slack - if you need to cancel last minute or change your RSVP status on the Meetup to "Not Going." 📝**Agenda**: * 18h00: welcome with food & drinks * 18h45: start presentations * 20h00: networking & drinks 🗣️**Presentations:** **Scaling dbt (core) Infrastructure at Lighthouse** This session will be about creating standardized dbt components (internal dbt package, reusable CICD template, ...) to scale the use of dbt core across an entire organisation with many repositories. *by [Marthe Van Den Hende](https://www.linkedin.com/in/marthe-van-den-hende-8535971a2/), Data Platform Engineer at [Lighthouse](https://www.mylighthouse.com/)* *Marthe is a Data Platform Engineer at Lighthouse with hands-on experience implementing dbt in SaaS companies, focusing on scalability. Before Lighthouse, she worked as a Data Engineer at Markmi.ai.* **Accelerating Data Engineering with dbt MCP Server** In this session, I’ll introduce a more experimental approach to data engineering using a dbt MCP server. We’ll explore how this setup enhances developer productivity by enabling smarter workflows, automation, and tighter integration between dbt and external tools. I’ll share early learnings from real-world usage, including how MCP can streamline model development, improve context awareness, and reduce friction in day-to-day analytics engineering tasks. This session is ideal for those curious about the next evolution of dbt workflows and how emerging tooling can augment traditional SQL-based development. *by [Vladyslav Ishchenko](https://www.linkedin.com/in/vladyslav-ishchenko01/), Analytics Architect at [Element61](https://www.element61.be/en)* *Vladyslav holds an MBA from KU Leuven specializing in Business Information Management and brings strong multicultural experience from living in Japan, Vietnam, and South Korea. He specializes in Microsoft Azure cloud technologies, data engineering, and analytics, with expertise in SQL, Python, Synapse, Databricks, and Power BI, and holds multiple Azure certifications. At element61, he designs large-scale data pipelines and delivers data-driven solutions that unlock business value for customers.* **We are always looking for speakers!** To submit a session for one of the next meetups, please use our [Sessionize page](https://sessionize.com/analytics-engineering-belgium/). Are you in doubt if you're ready to give a talk? Check out [dbt Labs's guide on how to deliver a fantastic presentation](https://www.getdbt.com/community/speaking-at-a-meetup/)! ➡️ Join the dbt Slack community: [https://www.getdbt.com/community/](https://www.getdbt.com/community/) 🤝 For the best Meetup experience, make sure to join the [#local-belgium](https://getdbt.slack.com/archives/C03GG7B4G56) channel in dbt Slack ([https://slack.getdbt.com/](https://slack.getdbt.com/))! dbt is the standard in data transformation, used by over 40,000 organizations worldwide. Through the application of software engineering best practices like modularity, version control, testing, and documentation, dbt’s analytics engineering workflow helps teams work more efficiently to produce data the entire organization can trust. Learn more: [https://www.getdbt.com/](https://www.getdbt.com/)

Do you like keeping your French up to date? Or do you want to help the ones that need some help here? If so, this meet up activity might be something for you :) Let's meet in order to have conversations in French together! * How to find us? - This meetup will take place at an easy to find venue, which is very close to subway station Gare Central and nearly to Grande place Brussels In this venue, it's possible to eat a little something - or to just have some drinks. we are in the hotel there is the big table , If you want speak with a few people you can change your chair or your place. For those who already speak a bit of French - ANYONE that can take part in the Meet up without having to ask "What does this mean?" all the time, is MORE than welcome! (And yes, pretending to understand it all and "Nodd and smile IS allowed :) ) Because reading and listening are very good teachers too... In fact anything that doesn't slow down practicing the language goes :) Or in more strict words: this Meet up is not the best place to go to for absolute beginners If you can not find call please Olivier 0476600552 or Mehrdad 0486652242 [https://www.google.com/maps/place/Rue+du+March%C3%A9+Aux+Herbes+100,+1000+Bruxelles/@50.8466178,4.3551211,3a,28.7y,35.83h,95.4t/data=!3m6!1e1!3m4!1spHFBcXTJGMiNd7y_1PFAgg!2e0!7i16384!8i8192!4m5!3m4!1s0x47c3c47f9e11971f:0x7c45bfb50b08362a!8m2!3d50.8467965!4d4.3553835](https://www.google.com/maps/place/Rue+du+March%C3%A9+Aux+Herbes+100,+1000+Bruxelles/@50.8466178,4.3551211,3a,28.7y,35.83h,95.4t/data=!3m6!1e1!3m4!1spHFBcXTJGMiNd7y_1PFAgg!2e0!7i16384!8i8192!4m5!3m4!1s0x47c3c47f9e11971f:0x7c45bfb50b08362a!8m2!3d50.8467965!4d4.3553835) Address is Rue du Marché Aux Herbes 100 Enjoy the Meetup!

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)

We do cycles of 4-6 weeks, with a progressive load, and a recovery week at the end of the cycle. Session: * 10 - 20’ warm up (easy run and drills) * Core session (ie. 6x5' - 2' recovery) * Cool down We run together during Warm-up, and cool down and tey to regroup during recovery time. Paces are not imposed (everyone runs at his/her own pace) given the intensity suggested. Notes: It's NOT required to have an activity tracker or smart watch to be able to follow the session, as I'll be giving signals with a whistle. Intervals training is not advised for total beginners. To have an idea, the average pace at the warm up is around 5'45"/km-6'15"/km so this pace should feel very comfortable ***Acknowledgement of member responsibility and release of liability.*** By signing up for this event, you agree to release the organizers from any responsibility and liability in all claims. As the participation is strictly voluntary and you freely choose to join, it is the responsibility of individuals participating to ensure that they are fit enough and have adequate coverage to protect themselves.

# Soirée Loups-Garous ## Villageois ou Loup-Garou ? Nouvel événement, nouvelle organisation ... Vous voulez participer à cette soirée jeu ? Rien de plus simple 1\. Inscrivez vous à l'événement dans les temps 2\. Vous recevrez un message personnel avec le numéro de compte sur lequel versez le droit d'entrée de 6 € 3\. Dès que vous avez payé vous recevez le lieu et l'adresse précise de l'événement Je vous propose une ambiance conviviale, un lieu chaleureux où vous pourrez boire et manger. **Comme cet événement nécessite une réservation, ne vous inscrivez que si vous comptez réellement participer.** *Organisation:* *chacun paie ce qu'il consomme, - le nombre de participants est limité à 6, ***svp soyez ponctuels, ou au minimum prévenez de votre retard,*** * **si vous ne venez pas vous ne récupérez pas la somme versée.* Langue de l'événement: **uniquement en français** *N'hésitez jamais à m'envoyer un message si vous avez une question. Au plaisir de vous voir bientôt, Laure

Would you like to improve your language skills and networking in a casual atmosphere? This event is for you! All languages welcome! Everyone is welcome! The aim is to speak with native/fluent speakers of your target language(s). You'll be around all types of people throughout the whole event. We will be in a private area. A great atmosphere is guaranteed! You'll have to order a drink to attend the event 😀 Don't hesitate to contact us for any further information

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.

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

Hi people, The 16th of May is BXL PRIDE 🌈 If you don't have any companions, let's do Pride March together! We can meet up at the entrance of the Hilton Hotel (in front of Central Station) at 15:00. it is officially starts at 2.30 but..well...they are normally late. The idea is to go with the flow, which will eventually brings us to the Crazy circle street party 🥳 We're looking forward to seeing you! Cheers 🍻

let's join the dyke march and occupy the streets of Brussels. Meeting point : the Crazy circle. Most likely it will be very crowded, so check the exact meeting point détails in the comment section of the event just before we gather Stay tuned 😁 more info [https://www.instagram.com/dykesbxl?igsh=MWE0OHJlYW5qNDVyZg==](https://www.instagram.com/dykesbxl?igsh=MWE0OHJlYW5qNDVyZg==)

Hey lovely people, Join us for another gathering of the **Queer Reads Collective**. Since we have been reading some quite heavy books lately, we decided to do a round of something lighter for the spring. Our May read will be *Boyfriend Material* by Alexis Hall. When tangentially ― and reluctantly ― famous Luc O'Donnell is forced back into the spotlight in the worst possible way, he has to think fast if he wants to save his floundering reputation. Enter Oliver Blackwood. Stunningly handsome and effortlessly put together, Oliver is successful, an ethical vegetarian, and has never appeared in a scandal mag evenonce. In other words, he's perfect boyfriend material and exactly what Luc needs to appear respectable again. But when their fake relationship starts to feel like real romance, Luc and Oliver might have to consider whether they're willing to fight for the truth of their new relationship…scandal, and consequences, be damned.

Meet and make new Friends after work.

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

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.

**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)

Dear Illinois Prairie PUG members, Our next meetup will take place in a **new location**. Please read **the whole announcement** carefully to note all the changes. Our new meeting place is **Chicago Innovations at 1 W. Monroe**. *Talk Title*: pg_lake: Unifying transactional and analytical data with Postgres *Speaker*: Elizabeth Christensen, Snowflake *Talk Description* The data world used to be defined by “transactional" (OLTP) and “analytical” (OLAP) workloads, but we’ve asked ourselves, “Why not both?” A new series of extensions called pg_lake has just been released to connect Postgres to object storage and open table formats - like csv, Parquet, and Iceberg. pg_lake bridges the two worlds of transactional and analytical data for a vendor neutral, open source, unified data stack. This talk will explore the pg_lake extension, including how to build it, and demos of using it with modern data workloads in object storage like Amazon S3. We’ll create simple data pipelines with no ETL and high performance analytics. pg_lake is more than just an extension. It is the foundation to a fully unified data path with 100% open source tools backed by PostgreSQL, DuckDB, Iceberg, and Polaris. *Agenda* 5:20 - doors open 5:30 - pizza arrives 6:00 - 6:10 - Hettie D. Opening remarks 6:10- 6:20 - Hettie D. Data warehouse history overview 6:20 - 6:50 Elizabeth C. pg_lake: Unifying transactional and analytical data with Postgres 6:50 - 7:00 Q&A 7:00 - 7:50 - Open discussion and networking 7:50 - 8:00 - Cleanup time and closing *Notes about our new venue*. I am delighted to have an independent venue for the first time since I am hosting the meetups. I hope that this will be our permanent home. And as you all know, with more freedom comes more responsibilities. You will notice the change in the RSVP form. We are thankful to our hosts and promise to be responsible. We comply with the [PostgreSQL Code of Conduct](https://www.postgresql.org/about/policies/coc/). We do not want to waste food, so please indicate your dietary preferences. We will not close the RSVP in the morning of the meetup, but please do your best to RSVP in advance so that we can order the appropriate amount of food and drinks. Also, all meetups will be hybrid - please don't forget to indicate whether you are attending in-person or virtually. Thank you, and I look forward to seeing you all at our new location! Hettie Dombrovskaya Illinois Prarier PUG Organizer

**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** TBD **YouTube Link** TBD

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!