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Frequently Asked Questions
Yes! Check out sitecore events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the sitecore events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find sitecore events near your location here. Connect with your local community and discover events within your area.
Sitecore Events Today
Join in-person Sitecore events happening right now
Afterwork Session : The 7 Seas (+ Pirates & Corsairs extension)
**[The 7 Seas](https://boardgamegeek.com/boardgame/455340/the-7-seas-all-in-box)** is a 1-5 players worker placement adventure game combining elements of exploration, trade, and combat. Set in an alternative world, you play as navigators discovering the different seas, accumulating fame and fortune.
Gather resources and treasures, collect gems and cards, steal each other parrots, and much more! Even if luck isn't on your side, accumulate fortune coins to greatly increase your chances of success for your next turn!
**Pirates & Corsairs** - This expansion, for 2 to 5 players, introduces 2 rival factions: The Corsairs of the Crown and The Pirates of the Brotherhood.
Everyone starts out as a Corsair, forcibly recruited by the Crown, and can turn Pirate during the game by joining the Brotherhood. As Corsairs, complete letters of marque by collecting specific cards, claim islands to establish the Crown. As Pirates, commit acts of piracy by attacking Corsairs and merchants, ransack ports for the Brotherhood.
No matter which side you choose, climb your way up the reputation board by attacking players of the enemy faction, defeating your opponents, and claiming lands for your side. Unlock reputation actions as you rise through the ranks and use them to your advantage! At the end of the game, score extra glory points based on your achieved reputation, your faction’s strength, completed letters of marque, and committed acts of piracy!
Will you become the most renowned Corsair or the fiercest Pirate? Ready your weapons and prepare for glory!
FIJNSTOFMETERS / GELUIDSMETERS / DISPLAYS voor Sensor.Community
INFLUENCAIR - INFLUENCAIR - INFLUENCAIR
Afhankelijk van de interesse vergaderen vandaag over:
1. De opgewaardeerde luchtkwaliteit display (fijnstof), nu met web-interface, met opvolging voor 32 locaties met elk 4 sensoren, met interface naar project Telraam (verkeerstellingen). Dit is eigen ontwikkeling van InfluencAir, en suggesties voor aanpassingen & verbeteringen zijn mogelijk. De source van de software is public domain (GNU GPL V3) en is gepubliceerd op Github (displayPM_32x4)
2. Er kunnen in deze sessie stand-alone displays van 53cm lang worden gebouwd. Het materiaal daarvoor wordt ter beschikking gesteld voor een bijdrage van 40 euro per display.
3. Een doorontwikkeling van deze display resulteerde recent in een kleine LCD display voor gebruik thuis, met dezelfde mogelijkheden. Deze LCD display zal ook kunnen worden gebouwd, en het materiaal daarvoor wordt ter beschikking gesteld voor een bijdrage van 20 euro per display.
4. Natuurlijk kan je ook een (gebouwde & geteste) fijnstofmeter met SDS011 en BME280 meenemen uit deze sessie. De prijs hiervoor is 45 euro.
5. Dit is ook een voorbereidende vergadering over de DNMS: de achtergrond geluidsmeter van het Sensor.Community project. Indien hier interesse voor is, kan dit in groep worden gestart. Gelieve mij vooraf een bericht te sturen indien de DNMS je ding is !!!
6. Idem voor een fijnstofmeter rond de SEN55, i.p.v. de SDS011. De voordelen van zo'n meter zijn dat naast de PM2,5/PM10 en Temperatuur/Vochtigheid/Luchtdruk ook nog de PM1/PM4 en de VOS/NOx waarden worden gemeten. Ook hier vooraf een bericht sturen indien dit je interesse opwekt.
7. Mensen die een Mosquitto server willen opzetten, gekoppeld aan een database, voor opslag en uitlezen van de metingen van de nieuwe meter beschreven in punt 6 zijn ook altijd welkom ! Ook hier vooraf een bericht, a.u.b.
Breng je laptop mee.
Public Speaking and Leadership Training (FREE)
Do you want to become a confident public speaker? To connect and communicate better with others? And have fun? Come and join the Atomium Toastmasters of Brussels!
You'll find a supportive learn-by-doing environment.
It doesn't matter if you are an experienced speaker or if you are a beginner. We are there to support you, to make you feel good about yourself and to help you learn in a way that's fun.
Every event we have lovely Table Topic sessions (impromptu speeches) and 3 to 4 prepared speeches.
Through practice, peer evaluation and educational tools, we learn how to present our messages effectively, concisely and professionally.
After the meeting, we usually sit together and socialise at the bar “Le Petit Paris”.
We are excited to welcome you every Monday if you became a member of the club.
Atomic Team
Brussels: Speak with Confidence – Public Speaking Training by Dacia Toastmasters
Do you want to become a confident public speaker? To communicate better and connect? And have fun?
Join **Dacia Toastmasters** for an inspiring evening of speeches, impromptu challenges and helpful feedback – all in a warm, international atmosphere.
We are a supportive Toastmasters club where communication and leadership skills grow together – through practice, encouragement and community.
Next meeting:
📅 First Monday of the month
🕗 19:00 – 21:00 (doors open at 18:45)
📍 Marriott Courtyard Brussels EU
Rue Joseph II / Jozef-II straat, 1000 Brussels
(Conveniently located near metro Arts-Loi / Kunst-Wet)
Why join **Dacia Toastmasters**?
✔️ Practise public speaking with prepared speeches and quick-thinking exercises
✔️ Improve your communication and leadership skills
✔️ Receive constructive feedback in a positive setting
✔️ Meet a vibrant, multilingual community
Our meetings are in English with a taste of Romanian and open to everyone.
Whether it’s your first visit or your fiftieth, you’ll find a place to grow.
Guests are always welcome. Just bring your curiosity.
📩 RSVP now and join us for a memorable evening!
Board and card games at the Café
WHAT we play. As you know, we have two events, one more for social games on Thursday and another for **strategic games** on **Monday**. Depending on what people bring, we may play brainy games, not limited to chess and classic games. So, feel free to bring other ones.
And this is only indicative. Some games like Decrypto fit both events, **and if people feel like playing a social game on Monday or a more strategic one on Thursday, they are free to do so.**
WHERE. Because we have many strategic players on Monday and these games take longer, we moved to a café closing much later than the previous one.
CHATBOX USE. In the event chatbox, you are invited to discuss the games you bring and want to play for this session. The idea is to gather people around game tables beforehand. Of course, it's also possible to show up and arrange this after the introduction round, which starts at 7h15.
HOST. If you want to become a host and have your board game event for a specific game with a small group of people or in another place, Great! Let me know, and I'll help you set up your event with this group. Hosts don't pay fees.
TIMING: Because strategy games are often longer, we gather at 7 pm and start at 7:15. So, those who play long games can have 3 hours and 30 minutes for their game. You can come later, but you may have to wait before joining a game.
WHERE. We play upstairs. Ask which room at the bar downstairs.
DRINK. You have to order a drink at the bar, pay for it, and come up with it.
**PLEASE TAKE NOTE THAT, UNFORTUNATELY, THE AUTOBUS ACCEPTS CASH ONLY.**
EVENT REGISTRATION.
Please register to allow us adequate venue planning.
IN CASE OF A WAITLIST. Please, out of respect for people on the waiting list, don't cancel later than 7 PM the day before so they can plan their evening correctly. If you are on the waiting list, please cancel your attendance if you change your mind and can no longer come.
Don't hesitate to send me a message to comment or make suggestions!
Take care and see you soon!
Baudouin
Touch rugby à Watermael-Boitsfort
Rejoins-nous pour découvrir le Touch Rugby sous le signe du sport, du fun et de la convivialité ! 🏉
Que tu sois débutant·e curieux·se, joueur·se occasionnel·le ou habitué·e des terrains, ce rendez-vous est ouvert à toutes et tous. Le touch rugby est un sport en plein essor sans plaquage, accessible, dynamique mais aussi inclusif et fun sur et en dehors des terrains. 💙
✨ Au programme :
* Échauffement collectif
* Exercices et jeux
* Développement de la condition physique
* Bonne humeur, esprit d’équipe et fair-play
🎯 Venez bouger, vous amuser et partager un bon moment ensemble !
👉 Ramène ta tenue de sport, de l’eau, et surtout ta motivation.
On s’occupe du reste 💪
À très vite sur le terrain !
Salsa, Bachata, Lindy Hop, Forró, African Dance Classes/Cours
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)
Sitecore Events This Week
Discover what is happening in the next few days
29th Belgium NLP Meetup
**Now that Claude Code is writing our software, what are you doing with all that free time?**
Here's an idea: come spend it with us at the next Belgium NLP Meetup! Our next event will take us back to **BeCentral**, Brussels' prime digital campus, where we're hosted by our friends at Campfire AI.
Go ahead and schedule that long Claude job for the evening of **May 5th**.
Doors open at 7pm for pizza, talks are planned between 7.30pm and 9pm, and after that there's more time for networking and drinks.
The first two talks of the evening are already confirmed. The final presentation will be added in the coming weeks.
**Small, specialized, agentic – One Year of Fine-tuning Local Vision LLMs.**
*Adriaan Lemmens & Ilia Breitburg (Klassif.AI)*
Local LLMs are getting better each year. The smaller the model, the more impressive. While the big labs' closed models still win as generalists, we've been working on fine-tuning our own specialist for enterprise document processing on top of an open-weights base, adapted for use in our custom agent harness and for visual layout reasoning. Recent iterations come within spitting distance of much larger models at a fraction of the size and token usage. In this talk, we share why and how we did it, as well as what it means for how we build efficient agentic systems at Klassif.ai even with hosted models.
**Why NLP is More Alive Than Ever in the Age of LLMs.**
*Tomas Staelens & Jean-Charles Nadé (Campfire AI)*
The hype surrounding Generative AI has led many to believe that traditional NLP is a thing of the past, but the reality on the ground is different. In this talk, Tomas and Charly dive into why "just prompting it" often fails in enterprise environments where cost and ROI are non-negotiable. They will showcase the synergy between NLP and LLMs and argue that the future belongs to a hybrid architecture. Finally, they will share practical patterns for using NLP as a guardrail and optimizer for AI workflows.
**Building AI‑native agentic extraction for commercial leases: the grown‑up path**
*Frederik Durant (Reavant)*
The art of agentic engineering is transforming the software development life cycle at an unprecedented pace. In this new arms race, AI engineers, software architects, and DevOps practitioners are expected to deliver 10x the impact without compromising quality or accountability. In this talk, Frederik will candidly describe his human experience so far navigating this professional identity shift. Additionally, he will show how his company Reavant built an agentic extraction system for complex tenancy documents, and what this taught him about going truly AI‑native.
Let's Write!
Let's meet to write !
Schedule :
11:00 - 11:30 am : Presentation tour. Share briefly with the group about your project and your "goal of the day".
11:30 - 13:30 : Let's write !
13:30 : Conclusion tour. Did you achieve your goal of the day ?
See you soon !
CodeRetreat Leuven
Come and join **your fellow peers** to have a good time **practicing** **writing code** to get better at writing code in your real jobs.
We’ll start off with **koffiekoeken** and form pairs to do the Game of Life Code Kata.
After 45 minutes we’ll delete all our code and talk about new insights you’ve gained.
Then we’ll pair up with new people and do it all over again but with new constraints applied, like not using conditional expressions, or committing code on green within 2 minutes.
At some point we’ll break for lunch and we’ll figure something out for dinner too.
## **What to bring?**
This event is very hands-on and it’s always better to come prepared.
Bring your laptop (and peripherals if this helps you code better).
Make sure you’ve installed GIT, and some programming languages you like.
Here are some kickstarting code repositories you can already clone to see if they are usable for you on your machine:
[https://github.com/SoftwareSandbox/coderetreat-kotlin](https://github.com/SoftwareSandbox/coderetreat-kotlin)
[https://github.com/SoftwareSandbox/coderetreat-java17](https://github.com/SoftwareSandbox/coderetreat-java17)
[https://github.com/SoftwareSandbox/coderetreat-elm](https://github.com/SoftwareSandbox/coderetreat-elm)
[https://github.com/TimmyGilissen/coderetreat-dotnetcore](https://github.com/TimmyGilissen/coderetreat-dotnetcore)
## **Schedule**
08:30 Welcome with koffiekoeken
09:00 Kick-off, facilitated by Vincent Verhoeven and Tim Schraepen
09:30 First kata
12:30 Lunch break
13:30 More kata’s
17:30 Closing
## **Is this event for me?**
If one or more of these apply to you, I’d say you’ll have a good time and learn something new:
* You’re a student and want to learn from people that code for a living
* You want to improve your coding skills
* You want to learn how to improve your AI context/harness engineering via software crafting skills
* You’ve never done Test Driven Development before
* You’re experienced and want to pair with somebody outside of your team
* You’re very experienced and want to help your peers grow their coding skills
## **Practical Info**
Our host of the day is Unlockd and along with sponsoring the food and drinks, they’ve lent their office space (desks, monitors, meeting rooms, …) to help you become a better software developer.
Unlockd is an agency specialised in building (mobile) apps for any screen. They focus on collaboration with clients who appreciate creating value through small iterations. They do this for mobile, web, desktop and embedded devices. In small teams they focus on app development but include all involved 'edges' like back-end/middle layers, embedded/BLE interfaces, design, dev ops, app store publishing and optimisation, production monitoring, etc.
They've build apps for Hubo, Standaard Uitgeverij (Strips), Lava (fruite & vegetable auctions), Classified Cycling and many more.
Let’s write in Café Merlo!
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 !
SUNDAY Coffee Morning - 10:00 @The Unusual
This coffee morning event is @ The Unusual Café!
Sunday, 10 May 2026, from 10:00 - 12:30.
It's limited to 30 attendees.
Therefore, please, **cancel if you can't join anymore.**
The Unusual opened its doors in February 2025.
It's a wonderful specialty coffee bar that also specialises in Belgian hot chocolates.
Each month, they create a new special hot chocolate.
It's run by a super nice staff that has created **a community place** that is more than just a café.
**The Instagram channel:**
https://www.instagram.com/theunusual.brussels/
**Website:**
https://theunusual.be/
**The address is:**
The Unusual
[Rue Montagne aux Herbes Potagères 49](https://maps.app.goo.gl/2JZKjKSQ43GAwebs5)
1000 Brussels
***
1. The **prime time** of the event is **10:00 - 12:00**. That's when most people will be there.
2. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join!
3. **DON'T forget to cancel** if you can't join!
4. **Please, be respectful towards each other during the event. (And after ;))**
As always, feel free to **follow us on INSTAGRAM!**
[https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==)
**THE STRUCTURE of THE EVENT:**
* I will post the event on Saturday/Sunday evening for the following Saturday.
* I send out a reminder to everyone on Friday.
* There is sometimes a waiting list.
* In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime.
* **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday.
* **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.**
**IMPORTANT:**
* **Please, be respectful towards each other during the event. (And after ;))**
* When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often.
* If you have any questions then, message me.
***
**A MESSAGE FOR NEWCOMERS:**
*In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.*
*Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.*
*I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.*
*In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.*
**THANK YOU AND SEE YOU ALL ON Saturday!**
Shut Up & Write!® LEUVEN
**Join us for an hour of writing!** We’ve discovered that it’s strikingly helpful to write with other writers.
Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done.
**SCHEDULE:**
11:00 - Quick introductions
11:15 - Timer starts: write for 1 hour
12:15 - The End: chat, take off, or keep writing
OPTIONAL SOCIALIZING happens at 12:15. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing.
BEING LATE IS OKAY: just show up and get settled. If you were on time, please be willing to make room for the friendly latecomer.
Happy writing and I look forward to seeing you!
**What Should I Bring?**
Whatever you need to be able to write!
Bring earbuds/earplugs if you want to block the cafe’s overhead music or the occasional conversation by other patrons.
There are plugs in the cafe but we may not be seated right next to them, so please charge any device before coming !
**Other Important Details:**
WIFI : the cafe has wifi, the password is written on the menu
TRAVEL / PARKING: The cafe is in the center of the city. An uncovered bike rack is available. For more information on parking, please visit https://leuven.be/parkeren
SEATING INFORMATION: Please RSVP so I know how many seats to book !
GUIDELINES: **You are required to order at least one thing to support the café.**
Saturday Morning Coffee - 10:00 @MIR Concept Coffee Store
Hi everyone,
This coffee morning event is @MIR Concept Coffee Store!
Saturday, 9 May 2026, from 10:00 - 13:00.
MIR opened its doors about 4 years ago, right off Place Jourdan.
Doriana, the owner, is a super nice host, and is excited to have our group as her café.
The café is very beautiful and has great coffee, and many yummy food options.
Their Instagram channel:
https://www.instagram.com/mirconceptstore/
**The address is:**
MIR Concept Coffee Store
Rue Gray 4A
1040 Etterbeek
***
1. The **prime time** of the event is **10:30 - 12:30**. That's when most people will be there.
2. When you enter the gallery, it's either on the right-hand side or left-hand side of its hallway, depending which entrance you take.
3. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join!
4. **DON'T forget to cancel** if you can't join!
5. **Please, be respectful towards each other during the event. (And after ;))**
**As always, feel free to follow us on INSTAGRAM!**
[https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==)
**THE STRUCTURE of THE EVENT:**
* I will post the event on Saturday/Sunday evening for the following Saturday.
* I send out a reminder to everyone on Friday.
* There is sometimes a waiting list.
* In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime.
* **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday.
* **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.**
**IMPORTANT:**
* **Please, be respectful towards each other during the event. (And after ;))**
* When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often.
* If you have any questions then, message me.
***
**A MESSAGE FOR NEWCOMERS:**
*In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.*
*Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.*
*I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.*
*In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.*
**THANK YOU AND SEE YOU ALL ON Saturday!**
Sitecore Events Near You
Connect with your local Sitecore community
Christians in Tech - Meetup #35 @ Improving
Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you.
Our Website
[https://linktr.ee/citcbus](https://linktr.ee/citcbus)
Sponsors and Partners
* Improving (Venue Sponsor)
* Bethel World Prayer Center (Fiscal Sponsor)
* Fruits & Roots (Coffee Partner)
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
Shut Up & Write!™ Easton Town Center
We'll meet at The Capital One Café, 167 Easton Town Center, Space A-103. This is in the main mall where the Microsoft store used to be, on your left if you're standing at the bottom of the AMC Theater escalator.
Join us on Saturday for an hour of uninterrupted wordmaking!
• What we'll do
Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 10AM on Saturday mornings.
Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done.
SCHEDULE:
10:00 - SESSION 1: quick intros.
10:10 - timer starts: write for 1 hour.
11:10 - chat / take off / keep writing.
OPTIONAL SOCIALIZING happens at 11A-11:30ish. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing.
BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer.
Happy writing and I look forward to seeing you!
• What to bring
Whatever you need to be able to write!
Bring earbuds/earplugs if you want to block noise or the occasional conversation by other patrons. Electrical outlets are limited, so charge your devices before whenever possible.
See you at The Café on Saturday!
BeComing Circle Initiates
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Instructor - Crow, HPS
Class fee is $30 at the door or approved exchange
RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642.
Reservations made directly to Enchanted Elements will be added to the class list manually not online.
Private Instruction ~ Closed to the Public ~ Initiated Members Only
Please come prepared for ritual.
Blessings ~ Crow
Shut Up & Write! Kingsdale Shopping Center
Greetings writers! Come down and join your fellow wordsmiths for one hour of uninterrupted writing time in the upper level of the Market District Supermarket in Upper Arlington.
The main entrance of the shopping center opens onto stairs/elevator leading up to the 2nd floor cafe section where we will have a table displaying a sign with the Shut Up & Write logo.
Writing is largely a solitary craft. Practicing with others in a community setting may be the thing you need to fire your own routine.
We’ll meet on Wednesday evenings, starting the clock at 6:30, following a brief period of introductions. This is solid writing time and all inclusive. Any project is acceptable, be it fiction, non -fiction, work or homework assignment. All is welcome and will remain private to you.
The market boasts a Starbucks, a full service bar and various affordable food options. Parking is plentiful, free Wifi is provided as well as outlets for charging your devices, though they are somewhat limited, so plan accordingly.
Show up as early as you like, or stay late. This group tends to socialize some, both before and after the alloted time, but this is not mandatory to you. Feel free to come and go as you please and late arrivals are welcome.
The cafe may be noisy on occasion so headphones/ earbuds are reccommended as you see fit.
Please try to RSVP if possible so that we may grab enough seats for all—the venue can be busy at times.
Feel free to message me privately wth any questions and/ or concerns you may have.
Happy writing!
Building Momentum: From Ambiguity to Execution
**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.
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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.


















