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Frequently Asked Questions
Yes! Check out business analytics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the business analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Business Analytics Events Today
Join in-person Business Analytics events happening right now
Brunch Social Paris: Meet New Friends
⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:**
[https://groupvibe.com/](https://groupvibe.com/)
**This is a curated, small-group meetup make new friends in Paris.**
Each meetup brings together 4–6 like-minded people for casual conversations over brunch. We use the Groupvibe platform to organize and ensure everyone’s a good fit.
👉 **To attend, you’ll need to complete registration via this link:**
[https://groupvibe.com](https://groupvibe.com)
Once you register, and **buy a ticket or become a Groupvibe member**, we’ll share the exact location and match you with your group.
**Why this works:**
\* Smaller groups make real conversations easier
\* Matching helps avoid awkward dynamics
**Note:**
RSVPs here on Meetup don’t reflect total attendance. Many attendees register directly via our website.
This meetup is organized by **Groupvibe**, a small team passionate about helping people form meaningful friendships offline.
Session Coworking sur Paris 💻
Bonjour à tous,
Je suis Marin, entrepreneur spécialisé dans le coaching sportif en ligne. J'ai le plaisir de vous convier à une session de coworking pas comme les autres, ouverte aussi bien aux freelances, entrepreneurs ou salariés en télétravail.
**Pourquoi ce meetup ?**
Dans notre univers numérique, qu'on soit entrepreneur, freelance ou en télétravail, on ressent souvent le besoin de sortir de l'isolement. C'est dans cet esprit que j'ai imaginé un espace où nous pourrions nous réunir pour échanger, partager nos expériences, et travailler côte à côte.
**Lieux de Rencontre :**
Nous varions les plaisirs en organisant ces sessions dans divers cafés et espaces publics à travers Paris. Chaque lieu est choisi pour sa convivialité et son ambiance propice au travail et à la discussion.
**Comment rejoindre ?**
Si cela vous intrigue, **je vous invite à m'envoyer un message privé sur Meetup. Je vous intégrerai alors dans notre groupe WhatsApp de coworking**, où vous pourrez découvrir l'ambiance de nos rencontres.
**⚠️ Les ajouts au groupe se font hebdomadairement, donc pas d'inquiétude si je ne réponds pas immédiatement 😉**
**Les Conditions ?**
Rien de plus simple : **un message privé de présentation et vous êtes parmi nous !** C'est totalement gratuit et ouvert à tous.
**⚠️ Les ajouts au groupe se font hebdomadairement, donc pas d'inquiétude si je ne réponds pas immédiatement 😉**
Hâte de vous rencontrer et de partager ensemble des moments de travail collaboratifs et stimulants.
À très bientôt,
Marin
Penser avec RILKE : l’épreuve de la solitude
**Billeterie en ligne :** [https://www.eventbrite.fr/e/billets-penser-avec-rilke-lepreuve-de-la-solitude-1979788658171](https://www.eventbrite.fr/e/billets-penser-avec-rilke-lepreuve-de-la-solitude-1979788658171)
Exerçons ensemble notre pensée à partir d'un texte philosophique !
Une parole peut parfois changer une vie, non en donnant des réponses, mais en offrant un autre regard plus poétique.C’est ce qui arrive lorsqu’on lit les *Lettres à un jeune poète* de Rilke : certaines phrases éclairent des zones jusque-là ignorées, d’autres mettent des mots sur ce que nous pressentions sans pouvoir le formuler.
Rilke nous touche parce qu’il a accepté sa propre solitude, et qu’il l’a explorée sans chercher à la combler. Quand il s’adresse à nous, il ne transmet pas un savoir achevé, il nous invite à écouter notre profondeur, à marcher dans nos propres zones d’ombre et de lumière.
\*\*\*
Exerçons ensemble notre pensée à partir des textes qui ont inspiré l’Humanité !
Véritable exercice de la pensée, cet atelier nous propose d’explorer en commun une question à partir d’un texte philosophique et ses arguments.
Nous découvrirons une méthode pour entrer en profondeur dans la pensée du philosophe, dégager de nouveaux questionnements et faire des liens avec notre vie quotidienne.
**Déroulé**
* 1 heure et 30 minute d’étude de texte, reformulation, questions
**Date et lieu**
📅 Date : Dimanche 10 mai à 17h
📍Lieu : Espace Le Moulin, 48 rue du fer à Moulin 75005 Paris
🎟️ Tarif : 7€ tarif unique
Yoga and Pranayama (Breathwork) in Paris 75015
In this class, we’ll combine classical yoga movement with mindful breathwork to help you ground, relax, and reconnect with your body. Let your breath guide you, and enjoy the practice.
All in new **Wellness Studio Sequoiia** in **Paris 15** — a space that immediately felt warm, gentle and safe… the kind of place where you can exhale the moment you walk in.
**Here is the weekly schedule at the same studio**
-Monday — 7:00 pm
-Tuesday — 9:15 am
-Thursday — 9:15 am
-Friday — 9:15 am
-Sunday — 10:00 am
If you’ve been thinking about coming back to your mat… this is your sign.
If you’ve been waiting for a gentle space to land… it’s here.
And if you’re new — you’re already welcome.
[https://www.yogaclubparis.fr/booking](https://www.yogaclubparis.fr/booking)
[https://sequoiia.com/](https://sequoiia.com/)
🌻 Message Anu if you have any trouble finding class : +33 6 18 28 55 47
[Events in Paris, FR](https://www.meetup.com/find/fr--paris/)
Remise en forme Aquatique - Sauna, hammam et jacuzzi et piscine de luxe
Hey toi !
Viens profiter d’un moment unique de remise en forme et de détente avec sauna, hammam et jacuzzi.
Pour se retrouver rapidement et avoir un rappel, merci de rejoindre un groupe whatsapp :
📲 WhatsApp (infos & rappels jour J) :
[https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE)
( attention "discussion désactiver" pour éviter le spam)
**A propos de l'activité :**
L’alternance de chaleur sèche, vapeur et bain bouillonnant est idéale pour recharger tes batteries et te relaxer en profondeur avant de commencer une nouvelle semaine. On se retrouve en petit groupe, pour partager un moment de bien-être.
L’activité est dans l’espace VIP à l’étage de la piscine. Le plus sympa est de partir ensemble en vélib du métro porte de Saint Cloud pour rejoindre la piscine, on en parle sur chat comme indiqué ici …
Accorde-toi un vrai moment de détente, sans te ruiner, grâce à notre tarif préférentiel à seulement 15€.
**Infos pratiques :**
🕖 Horaire : à partir de 15h
ℹ️ Déroulement de l'événement et question en commentaire sur l’app gratuite socializus
⚠️maillot de bain et bonnet de bain homologué pour la piscine
**Comment participer :**
Télécharger l’app gratuite Socializus pour avoir la carte détaillé, le point de rendez-vous et les message de groupe : [www.socializus.org](http://www.socializus.org)
**Nos réseau sociaux :**
🔹 Meetup – [https://www.meetup.com/afterwork-paris/](https://www.meetup.com/afterwork-paris/)
🔹 WhatsApp (infos & rappels jour J)
[https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE)
(Active “Tout recevoir” pour ne rien manquer !)
🔹Groupe Facebook – [https://www.facebook.com/groups/afterwork.paris](https://www.facebook.com/groups/afterwork.paris)
🔹Page Facebook – Photos, souvenirs et actus : [https://www.facebook.com/groups/afterwork.paris](https://www.facebook.com/groups/afterwork.paris)
🔹 Socializus : [www.socializus.org](http://www.socializus.org)
**🔹 Deviens Orga : [https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm](https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm)**
Nous sommes une association à but non lucratif, nous partageons une réduction sur le tarif.
✦✦ Les changements de dernière minute peuvent arriver, mais tout est mis à jour via l’app Socializus. Inscris-toi seulement si tu es sûr·e de venir, on compte sur toi ! 😊
📸 / 🎥 En participant à notre activité, vous acceptez d'être photographié et / ou filmé. Les photos et vidéos seront partagées sur nos réseaux sociaux et pourront être utilisées à des fins commerciales. Vous pouvez également publier vos propres photos avec le #socializus
.................................................. ........................
🕑 Merci de respecter les horaires.
.................................................. .........................
A bientôt
La team meetup
Némo Biennial 2025 is back in Paris and across Île-de-France! 🌟
**Némo Biennial 2025 is back in Paris and across Île-de-France! 🌟**
This major event dedicated to contemporary and digital art explores the connections between the real, the virtual, and the imaginary. Expect immersive installations, audiovisual performances, and unique interactive experiences that push the boundaries of creativity.
**What’s on the program?**
• Artworks and devices that blur the line between humans and machines 🤖
• Captivating sensory and visual performances 🎭
• Innovative creations from artists, designers, and researchers from around the world 🌍
We will be visiting exhibitions at **CENTQUATRE-PARIS**, one of the key venues of this edition. It will be a great moment to share impressions, discuss the artworks, and enjoy an inspiring collective experience together. 💫
More information: [https://www.biennalenemo.fr/](https://www.biennalenemo.fr/)
**Want to get more involved?**
Become a **co-organizer, event organizer, or assistant organizer** and help plan the outing, suggest ideas, or give a hand so everything runs smoothly.
📩 **How to participate**:
Just reply directly to this message on Meetup and let us know your interests or availability.
Let’s organize everything together to make this an unforgettable experience! 💫
**Spread the word!**
If you have friends or colleagues who might enjoy this kind of cultural outing, invite them to join our Meetup group!
The more passionate people we have, the more fun, lively, and inspiring our experiences become. 🎊
See you soon,
**The Art&More Team**
Groupe Disc & Sorties GIRLY🌸
Groupe de Discussions & Sorties GIRLY 🌸 sur Paris entre 24-38 ans :
https://chat.whatsapp.com/JTs0gSMqPRVGlUSTg8oU9s?mode=ems_copy_t
Filles uniquement 🚫
Business Analytics Events This Week
Discover what is happening in the next few days
Sorties et rencontres amicales PARIS - Afterwork, jeux, rando, sport...
👋 Qui veut intégrer un groupe d'amis en cours de constitution pour faire des sorties et activités ensemble sur Paris et la région parisienne ?
Voici quelques exemples de sorties proposées dans ce groupe :
❇️ apéro, afterwork, bars, restaurants, brunch, pique-nique
❇️ ciné, concert, théatre, musée
❇️ sports (tennis, initiation au golf, hiit, running, escalade, etc.)
❇️ jeux de société (poker, loup garou...) et en plein air (mollky, pétanque...)
❇️ week-end
❇️ et tout ce que tu pourras proposer.
💥💥 Ouverture, respect et bienveillance sont les valeurs qui animent le groupe 💥💥
Si tout cela te parle, inscris toi à notre groupe "Sorties et rencontres amicales - Paris" pour être informé(e) de toutes les sorties, il vient tout juste d'être créé sur Meetup et nous serons heureux de faire ta connaissance lors d'une prochaine sortie 👋 Ne te fie pas au nombre de participants sur Meetup, nous sommes sur plusieurs sites et Meetup est le dernier sur lequel nous avons ouvert un compte.
\*\*\*\*\*\*\*\*\*\* BIEN LIRE ATTENTIVEMENT CI-DESSOUS \*\*\*\*\*\*\*\*\*\*
**NB : INUTILE DE CLIQUER SUR "Participer" SUR CETTE FICHE.** Inscris toi juste au groupe et clique sur "Participer" uniquement sur les activités / sorties qui ont lieu de façon sure et certaine et qui sont toutes précédées des symboles 💥💥 devant leur titre. **Si dans le titre de la sortie il n'y a pas les symboles 💥💥 c'est que la sortie n'est pas confirmée.**
Nos sorties (et celle d'autres utilisateurs) sont également publiées sur l'application gratuite de rencontres amicales Weezem :
👉 Appstore : [https://apps.apple.com/fr/app/weezem/id1547233803](https://apps.apple.com/fr/app/weezem/id1547233803)
👉 Google Play : [https://play.google.com/store/apps/details?id=com.weezemapp](https://play.google.com/store/apps/details?id=com.weezemapp)
Tu peux aussi t'inscrire au groupe Whatsapp Weezem ici pour être informé(e) de nos futures sorties 👉 [https://chat.whatsapp.com/BoYNpq9JUyFB6RbIIDjblC](https://chat.whatsapp.com/BoYNpq9JUyFB6RbIIDjblC)
A très vite.
Patrice
Sunday badminton - 12pm Intermediate/Advanced
Hi Badminton Fans!
Come and join us every Sunday for a fun session of badminton. There are usually 2 sessions to choose from.
**This session is open to intermediate level players and above ONLY.** What that means is that you should be comfortable with short serves to the T, doubles rotations, and smashes.
There is also an 11 am Open Session for players of all abilities.
If you're unsure of your level, sign up for the 11am session to start or ask us! We will try our utmost to ensure that you play with people of similar levels. As such, we can and will restrict participation at this 12pm session at our discretion.
**What Do You Need**
Don't worry about equipment; racquets and shuttlecocks are provided, and there's no need for a badminton license or insurance. Just bring your indoor sports shoes, and a willingness to meet new friends and have lots of fun.
There are changing rooms and showers.
**Get There Early**
Try and get there early to change and get warmed up so that we can start right on time. The courts are normally not being used before we play, so we can get a little extra time playing.
**Registration & Payments**
Registration is 14€ per person, and you can sign up via PayPal through this event page. For alternative payments, check for available slots on the event page first. Then, submit your payment via https://revolut.me/jonathwu3q with a description of which event you are signing up for and send the screenshot to one of us so that we can add you.
*Please Note: If your name is **not** in the attendees list and you do not have confirmation from us, you will be turned away.*
**Annual Membership Option**
For regular players, there is the option to take out an annual membership. This costs 80€ for the first year and is renewable each year for 40€. This reduces the weekly registration fee to only 10€ per session.
**No Refunds**
In the case of a cancellation or no-show, there are no refunds.
See you all on the court on Sunday.
Happy badminton-ing!
Kelvin (0603250357) and Vijay (0767341832)
**FREQUENTLY ASKED QUESTIONS**
1. I don’t speak French, can I join?
* Yes! We are an international group and everyone speaks English!
2. Are there still available slots? I can’t sign up! Help!
* Check the bottom of the event page for availabilities. Once full, RSVPs will be closed. Sign up as early as possible because the events fill up very quickly.
3. I signed up, but I can’t make it! Can I get a refund?
* No refunds for cancellations or no-shows. If you inform us early enough, we can try to find a substitute and refund you, but no guarantees.
4. Why can’t I get a refund?
* We need a fixed number of participants to maximize court usage, court fees, team arrangements, and team rotations. Cancelations throw all of this off.
5. Do I need to bring anything? Water? Racquets? Birdies?
* If you have your own racquet, that will be best! Otherwise, we have spare ones and we provide the shuttlecocks. Bring enough water to hydrate yourself.
Sunday Badminton - 11am Open Session
Hi Badminton Fans!
Come and join us every Sunday for a fun session of badminton. There are usually 2 sessions to choose from,
**This 11 am - Open Session is open to players of all levels.**
**If you are a complete beginner -**
Talk to us first before signing up, and we can try to make accommodations and maybe have beginners-only court to begin with, with one of the organisers ready to explain all of the basics, such as serving, scoring, rules etc, as well as some pointers to help you progress.
**Which Session To Choose**
If you're unsure of your level, sign up for the 11am session to start, or ask us! We will try our utmost to ensure that you play with people of similar levels.
**What Do You Need**
Don't worry about equipment; racquets and shuttlecocks are provided, and there's no need for a badminton license or insurance. Just bring your indoor sports shoes, and a willingness to meet new friends and have lots of fun.
There are changing rooms and showers.
**Get There Early**
Try and get there early to change and get warmed up so that we can start right on time. The courts are normally not being used before we play, so we can get a little extra time playing.
**Registration & Payments**
Registration is 14€ per person, and you can sign up via PayPal through this event page. For alternative payments, check for available slots on the event page first. Then, submit your payment via https://revolut.me/jonathwu3q with a description of which event you are signing up for, and send the screenshot to one of us so that we can add you.
*Please Note: If your name is **not** in the attendees list and you do not have confirmation from us, you will be turned away.*
**Annual Membership Option**
For regular players, there is the option to take out an annual membership. This costs 80€ for the first year and is renewable each year for 40€. This reduces the weekly registration fee to only 10€ per session.
**No Refunds**
In the case of a cancellation or no-show, there are no refunds.
See you all on the court on Sunday.
Happy badminton-ing!
Kelvin (0603250357) and Vijay (0767341832),
**FREQUENTLY ASKED QUESTIONS**
1. I don’t speak French, can I join?
* Yes! We are an international group and everyone speaks English!
2. Are there still available slots? I can’t sign up! Help!
* Check the bottom of the event page for availabilities. Once full, RSVPs will be closed. Sign up as early as possible because the events fill up very quickly.
3. I signed up, but I can’t make it! Can I get a refund?
* No refunds for cancellations or no-shows. If you inform us early enough, we can try to find a substitute and refund you, but no guarantees.
4. Why can’t I get a refund?
* We need a fixed number of participants to maximize court usage, court fees, team arrangements, and team rotations. Cancelations throw all of this off.
5. Do I need to bring anything? Water? Racquets? Birdies?
* If you have your own racquet, that will be best! Otherwise, we have spare ones and we provide the shuttlecocks. Bring enough water to hydrate yourself.
Online Speed Dating 💗 PARIS 💗 Main Event, Age: 20s-30s
Hey! 😊
**Note:** This event is posted in lots of places, so more people join than just the RSVPs here.
This is an **Online Speed Dating event via Zoom** ❤️
**Why participate:**
A super easy way to meet your **new girlfriend / boyfriend!**
No need to go up to anyone, **the host takes care of everything.**
A simple way to meet **new friends.**
**🎫 GET YOUR TICKET HERE: 🎫**
**www.datemap.net/parisonline -** (if link doesn’t work - it means we sold out)
🕊️ **REFUND POLICY:** Just DM us 24h before the event for a full refund! 😊
❗We usually sell out about **1 week** before!
❤️ **Why People Love Our Events:**
⚖️ **50/50 gender ratio guaranteed** , we always keep it even
😌 **Professional host included** , everything is handled for you on Zoom
☺️ **Relaxed, welcoming atmosphere** , no pressure, no awkward moments
⭐ **Friendly people** , everyone is kind and open
🏠 **Join from home** , easy and comfy
🧭 **HOW IT WORKS:** 🧭
You join a private Zoom link (emailed to you buy ticket) 🔗
You get a **5–6 min 1-on-1 video call** with every person ⏱️
We use breakout rooms , you move by yourself automatically
No tricky tech , the host helps you the whole time
At the end, you send your matches and get results. ❤️
💌 **QUESTIONS?**
Email us! We reply to everyone!
**🎫 GET YOUR TICKET HERE: 🎫**
**www.datemap.net/parisonline -** (if link doesn’t work - it means we sold out)
🕊️ **REFUND POLICY:** Just DM us 24h before the event for a full refund! 😊
❗We usually sell out about **1 week** before!
See you on Zoom! **😊**
Jeux de sociétés au 3bis ( board games)
🎲 **Rencontres conviviales au 3bis – Tous les dimanches à 17h**
Chaque dimanche à 17h, on se retrouve au **3bis** pour passer un bon moment ensemble : sociabiliser, jouer à des jeux de société ou simplement boire un verre dans une ambiance détendue.
💰 Tarif : **3,50 € de l’heure**
🎤 Option spéciale : pour **11 €**, possibilité de réserver une salle privée avec écran géant pour karaoké, blind test ou autres activités — à décider selon les envies des participants.
👉 Pour plus d’informations ou pour rejoindre l’activité :
[https://linktr.ee/nisu_app](https://linktr.ee/nisu_app)
🎲 **Social Hangout at 3bis – Every Sunday at 5 PM**
Every Sunday at 5 PM, we meet at **3bis** to relax, socialize, play board games, or just enjoy a drink together in a friendly atmosphere.
💰 Price: **€3.50 per hour**
🎤 Special option: for **€11**, you can book a private room with a giant screen for karaoke, music quizzes, or other fun activities — depending on what participants feel like doing.
👉 For more details or to join the activity:
[https://linktr.ee/nisu_app](https://linktr.ee/nisu_app)
Business Analytics Events Near You
Connect with your local Business Analytics community
CBusData - Practical AI for Power BI Developers
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.
Data & Analytics Wednesday - Mapping and Dashboards
**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)
General Business Networking - Columbus
**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.**
Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join.
Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started.
**\*\*This will be a multi-vertical event\*\***
**There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!**
Pack some business cards and come with an open mind!
Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future.
We will have a space for our event to check-in.
The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe).
Name tags will be provided.
Business casual dress code. Job fair attire.
**Remember, it's not who you know, it's who you meet tomorrow!**
We look forward to meeting you at the event!
Sincerely,
Strive Networking Team
*Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.*
*Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*
Gold Star Business Networking
Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!
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
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space.
No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving.
If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share.
Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/)
Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

























