Data Visualization
Meet other local people interested in Data Visualization: share experiences, inspire and encourage each other! Join a Data Visualization group.
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Frequently Asked Questions
Yes! Check out data visualization events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the data visualization events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data visualization events near your location here. Connect with your local community and discover events within your area.
Data Visualization Events Today
Join in-person Data Visualization events happening right now
Open Coding Night
**Open Coding Night**
Ti va di allenarti con il TDD provando qualche Kata? Vuoi provare il *vibe coding*? Hai un progetto personale che non riesci mai a portare avanti? Oppure ti piacerebbe imparare Rust, Zig, Haskell o qualche altro linguaggio?
[>>> per trovare l'ufficio <<<](https://drive.google.com/file/d/1x-QSl6rp8vR8Zj9k58ntmzTlUtuCB7OY/view?usp=sharing)
**Open Coding Night** è un formato anti-procrastinazione libero e non limitato al solo TDD: ci si trova la sera insieme ad altre persone curiose e motivate, per finalmente dare spazio alle proprie idee e sperimentare.
**Come Partecipare**
Porta con te un’idea, un esercizio, un progetto o una tecnologia che vuoi provare. Troverai una scrivania e un monitor a tua disposizione per metterti subito all’opera.
Non hai un obiettivo preciso ma ti piace lasciarti guidare dalla serendipità? Nessun problema: puoi unirti a chi vuole condividere la propria attività e lavorare insieme.
**Programma**
* **19:00 – 21:30** meetup aperto
* **19:30** breve giro di presentazioni: chi c’è, cosa vuole fare, a cosa vuole aggregarsi
* **19:45 – 21:15**: focus time, ma siete liberi di muovervi, esplorare e fare domande in giro.
* **21:15** mini-retrospective su cosa è stato fatto
* Dalle **21:30** in poi, libertà totale: puoi tornare a casa o unirti a chi ha voglia di andare a cena insieme!
\-\-\-
We are open to English speaking participants:
**Open Coding Night**
Do you feel like practicing TDD by trying out some Katas? Want to try vibe coding? Do you have a personal project you never manage to move forward? Or would you like to learn Rust, Zig, Haskell, or some other language?
**Open Coding Night** is an anti-procrastination format not limited only to TDD: you meet in the evening with other curious and motivated people to finally give space to your ideas and experiment.
**How to participate**
Bring an idea, an exercise, a project, or a technology you want to try. You’ll find a desk and a monitor at your disposal so you can get to work right away.
Don’t have a specific goal but enjoy being guided by serendipity? No problem: you can join those who want to share their activity and work together.
**Schedule**
* **19:00 – 21:30** open meetup
* **19:30** short round of introductions: who’s here, what they want to do, what they want to join
* **19:45 – 21:15:** focus time, but you’re free to move around, explore, and ask questions.
* **21:15** mini-retrospective on what was done
* From **21:30** onward, total freedom: you can go home or join those who feel like going out for dinner together!
Gruppo di biliardo pool 9 amatoriale
#### Next step: schedule your first event.
Scheduling an event will encourage more people to join your group.
Schedule
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# [Gruppo di biliardo pool/carambola amatoriale e mini-tornei](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/)
[Milano, MI, Italy](https://www.meetup.com/find/it--mi--milano/)
[1 members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/) · Public group
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## What we’re about
Buongiorno a tutti. Sono proprietario di un bar e dispongo di un tavolo da biliardo semi-professionale. Sto creando un gruppo WhatsApp di giocatori amatoriali di biliardo americano pool/carambola, per la maggior parte debuttanti. Cerco persone disposte a unirsi al gruppo per giocare e divertirsi nel tempo libero, il pomeriggio oppure la sera in ogni giorno. Per stimolare l'impegno di ogni giocatore, abbiamo pattuito che il vincitore di ogni "mini-torneo" organizzato nei vari giorni giochi gratis e non paghi la tariffa di tempo per il periodo di gioco (un'ora di gioco costa 10€, ma viene di volta in volta frazionata in base al periodo di gioco effettivo). Il locale si trova in zona nord di Milano, stazione Greco-Pirelli, università Bicocca. Chiunque dovesse essere davvero interessato a partecipare e unirsi al mio gruppo, non esiti a contattarmi. Cerco persone serie e disposte solamente a divertirsi, senza puntare mazzette grazie mille.
Antonio
Free entry English Improv + Stand-up comedy for Locals and Internationals
Hey comedy lovers!
Come over to our Monday venue at Ostello Bello(via medici 4) for the best English standup & Improv show in Milan!
Half Improv and half standup, don't know what will happen, but surely it's gonna be hella fun!
If you want to perform but no idea how, just DM us on Ins: Yellowdicomedy
It is a free entry but donation based show, leave us your donations at the end of the show so we can keep English standup comedy going in Milan.
Scan our whatsapp Qr-code, we post our events every time in the group or follow us on instagram: yellowdicomedy to see all of our events!
Manga Climbing Meetup
Community for all climbing enthusiasts. Whether you're an expert, a beginner, or just want to try something new, you're welcome! 🧗🏻
We meet on Tuesday/Wednesdayat 6:00 PM at Manga Climbing
Alternatively, you can organize it yourself on the day you prefer.
👇
Via Privata Giovanni Livraghi 25, Milano
https://maps.app.goo.gl/XjJjXMfUZ5cNRsQx6?g_st=ic
Group Link
https://chat.whatsapp.com/J8QIZ4TD3Yi0xBCu4qQmkb?mode=gi_t
Classi settimanali di Yoga e Somatica a Milano✨🌿
Dalle 19:00 alle 20:00
per un’ora entrerai in uno spazio solo tuo✨
In cui fare esperienza del tuo corpo guidata da pratiche yoga inclusive per tutt* e somatiche per contattarti profondamente ai tuoi bisogni e al tuo ritmo🫀
Free Open Mic
* Get ready to laugh out loud with some top-notch English standup comedy from Divine Comedy Club!
* **Grand Opening *Free*** English Standup Comedy in Porta Romana at 20:30.
*
Welcome to the **GRAND OPENING** of Divine Comedy Club's *English Standup Comedy*.\*\*
*
May the 4th be with you! Join us on Monday, 4th May, for our very first **ENGLISH STAND-UP COMEDY** at *Refeel Coffee & More.* We will feature talented comedians performing their best material. We offer a very interactive setting where no guest is free from our jokes. More importantly, there are no limits. We will see you there.
**There is a 10€ minimum consumption (includes 1 cocktail). To book a table, please call the bar to make a reservation.**
*
🗓 Monday, 4th May
🕕 20:30
📌 Viale Sabotino 20 (M3 Porta Romana)
📲 Book your table: call 0258324227 or reserve on Eventbrite
* [Reserve Your Table Here](https://www.eventbrite.com/e/divine-comedy-club-presents-english-standup-comedy-tickets-1988130542973?aff=oddtdtcreator&keep_tld=true)
For more information, visit us on Instagram @divinecomedyclubmilanoconsumption
We appreciate tips at the end of the show.
\*
Hosted by Edy "U-The-Man"
Data Visualization Events This Week
Discover what is happening in the next few days
Python, Rust and Trashware
For our May meetup, we are diving deep into two very different but equally essential worlds: the art of **trashware** (giving old hardware a second life) and the high-stakes decision of choosing between **Python and Rust**.
We’ll be hosted by the wonderful folks at **Buildo**. Come for the knowledge, stay for the networking!
📍 **Location and time**
* **Where:** Buildo, Via Malaga 4, Milano
* **When:** Wednesday, May 6th, 2026
* **Time:** 18:30 (Starts at 19:00 sharp)
🎙️ **Talk 1: How I learned to stop worrying and love (the bomb) trashware**
**Speaker:** Andrea Perotti
Your 101 practical course on consumer hardware and approaches you can adopt to reduce your carbon footprint. Learn the *if*, the *what*, and the *how* to start doing trashware and having fun while doing it.
**BIO**
**Andrea Perotti** is a Linux veteran and Senior Engineering Partner Manager at **Red Hat**, where he champions Open Source integration. Beyond the enterprise world, he is an active member of **PCOfficina**, dedicated to hardware refurbishment and community education. Andrea is a firm believer in the power of shared knowledge and sustainable tech.
🎙️ **Talk 2: Python or Rust? Yes**
**Speaker:** Giacomo Barone
When is it worth it? When is it not? Giacomo will dive into the trade-offs of integrating Rust into your Python workflow and how to keep your product and your team from exploding in the process.
**BIO**
**Giacono Barone** co-founder e head of product **@ hiop**
🍕 **Networking**
After the talks, we will have our usual space for Q&A and networking. It's the perfect time to chat about your latest projects or ask our speakers for advice.
**See you there!**
✋
* **Please use your real Name and Surname to register, we cannot assure you will be able to access the venue if not.**
* If you have a last minute issue please remember to cancel the RSVP.
* Thanks for your cooperation
The Reasoning Layer: Architecting Multi-Agent Support Systems with Google Cloud
Hey there, awesome people! 😊 We've got something exciting to share with you—our next big event!
When? May 5th, 6:30 PM Where? Autogrill headquarters, Strada 5, Rozzano (MI)
Join us at the Innovation Hub and the Factory Food Designers, the beating heart of gastronomic innovation for the Avolta/Autogrill Group. It's a true idea incubator, where chefs, pastry chefs, nutritionists, designers, food bloggers and technologists meet every day to anticipate trends and bring new flavors, products and concepts to life—the same ones that end up in Autogrill stores around the world.
The space is organized into dedicated areas, each with its own specific function:
the Food Hall, designed for meetings, events and coworking sessions
the Food Academy, where staff are trained and show cooking sessions with top chefs take place
Area 51, the space for free-form experimentation, which also houses a small High-Tech Restaurant with table service and a chef experience table
the Concept & Food Tech Lab, where Autogrill's main formats are prototyped and tested before hitting the road
Here are some interesting links about the venue and sponsors:
Avolta Next Milano: https://avoltanextmilano.autogrill.it/
Factory Food Designers: https://www.autogrill.com/it/storie/factory-food-designers-la-ricerca-costante-delleccellenza
Was Coffee: https://www.autogrill.it/wascoffee/
Now, here's the scoop: We're diving into a time when software isn't just following orders anymore—it's thinking, planning, and playing it smart. Enter AI agents! These are like the new superheroes—smart systems that see what's up around them, make cool decisions, and go for it to hit their goals. So, what's in it for a food & travel retail company like Autogrill? Let's find out together!
In our chat, we'll break down AI agents into real-life examples straight from Autogrill's turf—from the highway pit stops to our Factory Food Designers innovation lab right here in Rozzano. And guess what? We're rolling out Google's Agent Development Kit (ADK), this open-source mastermind that helps you whip up, run, and show off multi-agent systems on Google Cloud. Oh, and we'll even throw a live demo on stage!
Please note: an additional registration will be required for venue access and will be requested from registered attendees
See you on the 5th! 🎉
Agenda
---
Hosted By
Davide Tresoldi, Organizer
Matteo Rocco, Analyst
Hi
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-milano-presents-the-reasoning-layer-architecting-multi-agent-support-systems-with-google-cloud/.
Agentic Power BI MCP Hackathon
Do you want to learn how to master Agentic BI Workflows in Power BI? Then join our hybrid Session remote or on site in Kirchheim in our office.
This session is for Data Analyst and BI Engineers of all levels:
* Setup MCP Server with Claude and VS-Code
* Plan tasks and manage the Agentic BI Workflows
* Check Compliance with ABIS set golden Rules
* Heal Compliance and talk with your data
* Ensure Data quality and security GDPR
MCP Server is a powerfull add on to Power BI Development. It enables Agents in Claude to support you in planning and developing Semantic Models 11x faster and with 25% of automation.
Hope to see you on the hackathon :)
OpenClaw Milano #2: Claws Graduation Day
**ATTENTION**
**The event is free, but in order to secure your spot, you have to register here**
**[https://radixia.zohobackstage.eu/oc-milano-02#](https://radixia.zohobackstage.eu/oc-milano-02#)**
**Registered attendant will have priority entrance to the event**
# **OpenClaw Community Meetup #2**
OpenClaw is entering its breakout phase in 2026, with many clones entering our everyday lives, and the builder ecosystem around it is accelerating rapidly. After the success of the very first OpenClaw community meetup in Milan, we're glad to host the next one.
The goal is still the same: understand why OpenClaw is gaining momentum and what you can start building with it today. Whether you're already experimenting or just getting started, this session is practical, beginner-friendly, and community-driven.
## **🔥 Agenda**
**6:30–7:00 PM — Welcome & Networking**
Opening, meetup presentation, and meeting networking.
**7:00–7:30 PM — Why OpenClaw (and similar agents) needs Runtime Authorizations**
*Speaker: Lorenzo Verna*
**7:30–8:00 PM — TBA**
*Speaker: TBA*
**8:00–9:00 PM — Networking and Happy Hour**
## Sponsors
Pizza and beers are offered by our sponsor, [Denied.dev](https://Denied.dev)[,](http://denied.dev,/?utm_source=luma) the Behavioral Authorization Engine for AI Agents. Denied.dev empowers builders to define, enforce, and monitor real-time security boundaries, ensuring autonomous software operations in production.
A special thanks to [B4i](https://www.b4i.unibocconi.it/) for hosting our event. B4i - Bocconi for innovation is Bocconi University's entrepreneurial hub.
## 💡 Why join?
After the first OpenClaw meetup in Milan, we're growing our community with this second event. We want to be your landing point for agent and OpenClaw development in Milano. Focused on business and devs, and everything that makes our claws thrive:
* Understand why OpenClaw is accelerating in 2026
* See real-world use cases in action
* Get hands-on experience in a supportive environment
* Connect with Milan's emerging OpenClaw community
* Find inspiration for your next project
Bring your curiosity. Claws are on us 🦞🔥
**The event is free, but in order to secure your spot, you have to register here**
**[https://radixia.zohobackstage.eu/oc-milano-02#](https://radixia.zohobackstage.eu/oc-milano-02#)**
**Registered attendant will have priority entrance to the event**
Vladimir & Olga - Charlatans circus | Spettacolo gratuito di teatro ragazzi
**[PRENOTAZIONI QUI](https://www.eventbrite.it/e/vladimir-olga-charlatans-circus-spettacolo-gratuito-di-teatro-ragazzi-tickets-1988490658087?aff=oddtdtcreator&keep_tld=true)**
**Benvenuti al Charlatan Circus!**
Vladimir Vorovich & Madame Olgà, eccentrici saltimbanchi e irriverenti ciarlatani, sono pronti a tutto pur di riuscire a vendere la loro ultima invenzione: **“OLIO 32”** l’elisir miracoloso che tutto può e tutto fa. Una pozione unica e prodigiosa dalle mille proprietà, capace di curare ogni male – calvizie, reumatismi o inquietudini dell’anima – , di farvi divenire l’uomo più forte del mondo e di donarvi l’eterna giovinezza. Da bere o da annusare, la pozione miracolosa vi regalerà la felicità e ogni vostro desiderio realizzerà!
Per dimostrarvelo, Vladimir&Olga vi porteranno nel loro circo delle meraviglie dove maghi, giocolieri e persino la donna barbuta vi ammalieranno e stupiranno. Ma sin dall’inizio non tutto andrà come programmato tra fraintendimenti, litigi, miserabili fallimenti e inaspettati successi da cui neppure il pubblico sarà risparmiato!
Uno spettacolo tout public provocatorio, popolare, coinvolgente e trasversale. La tradizione del teatro di strada si intreccia con un linguaggio scenico unico, frutto del dialogo e rapporto tra i due protagonisti: il Bianco Madame Olgà, clownessa provocatoria, dalla lingua affilata e dalla risposta sempre pronta, e Vladimir Vorovich, augusto irriverente e naif, capace di sorprendenti fallimenti e inaspettati successi!
Entrambi giocolieri “quasi al pari di Rastelli” (almeno così dicono loro…), maghi (quando l’illusione funziona) ma soprattutto (e su questo non c’è dubbio) autentici ciarlatani pronti a tutto pur di conquistare il pubblico e vendere il loro miracoloso Olio 32, elisir miracoloso che tutto può, tutto fa… e tutti vogliano a fine spettacolo!
*Un mix esplosivo di comicità e interazione con il pubblico, nello stile dei saltimbanchi di un tempo e delle antiche fiere popolari.*
**Produzione:** Auriga Teatro
**Di e con:** Veronica Del Vecchio e Andrea Tettamanti**.**
**Durata:** 60 minuti
**Genere:** varietà comico, clownerie, giocoleria (foot juggling e devil stick), visual comedy e interazione con il pubblico.
**Età consigliata:** dai 3-4 anni in su
Slow Mill è gestito dall’Associazione “Dora e Pajtimit” APS ASD. Il tesseramento all’Associazione, del costo di 5€ solo per i maggiorenni (con un drink incluso), è obbligatorio e ha la durata di 1 anno. Per il pre-tesseramento: **[bit.ly/sociodep](http://bit.ly/sociodep)**
Aperitivo OPEN SPRITZ 🍹
inauguriamo il giovedì sera estivo nel bellissimo giardino estivo dell' Aria club a san siro con la formula più amata ovvero open wine 🍷 e open spritz 🍹 a soli 15 euro dalle 19,30 alle 22,00 potremo bere tutto il vino (bianco, rosso e prosecco) o spritz a soli 15 euro! ovviamente gustando un ottimo buffet.
Per gli astemi o per chi preferisce un cocktail si può fare anche la formula 15€ con una consumazione a scelta.
Avremo la nostra area dedicata tutta la sera dove fare amicizia e chiacchierare in compagnia. Target età dai 25 ai 55 anni. Ognuno parlerà con le persone più affini!
È gradita la conferma anche su WhatsApp ai nostri numeri
Enrico 3930134920
melissa 3755058482
GITUP - ENNA SPRINGS (BG)
The Enna Springs, located in the upper Val Taleggio, are a true natural wonder.
Beyond admiring their beauty, we will also enjoy their refreshing coolness.
**PROGRAM**
11:00 AM – Meeting point at Albergo Bar dell’Angelo, Via Centro 11, 24010 Vedeseta (BG)
11:15 AM – Departure toward the Enna Springs
12:30 PM (approx.) – Arrival, free time, and packed lunch
2:30/3:00 PM – Return
Difficulty: Medium–Easy – About 1 hour 15 minutes and 3.5 km of walking each way, with 150 meters of elevation gain.
No special equipment or clothing required.
Always bring some food and water, plus trekking shoes.
**Note 1:** The starting point of the walk must be reached independently (car, bus, train, etc.) or via carpooling by coordinating with other participants in the private Facebook and/or Telegram groups reserved for members (request access once you have your membership card).
**Note 2:** The “I will attend” button on Meetup is not considered valid for us. Meetup is only a page for publishing the event and giving a general idea of interest. Once you become a member, please follow the instructions for the event’s *official* registration.
**COSTS AND PARTICIPATION – MIN 7 PEOPLE, MAX 30**
Event reserved for Gitup Enac members.
Free for 2026 members - request your participation ticket here: [http://www.gitup.it/iscrizione-eventi/](http://www.gitup.it/iscrizione-eventi/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExNXJOZlBOUFo2TnU0MlJrTHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR40isxRJnPDxRFBNp_iADFxV_t_IXXYerPrzof2wC-vrsxh7YCQuE9AZYVKrA_aem_0zRMrPM9cBRzv2anqxS0Zg)
Not a member yet or need to renew? A membership card is required — request it here: [http://www.gitup.it/iscrizione/](http://www.gitup.it/iscrizione/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExNXJOZlBOUFo2TnU0MlJrTHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR40isxRJnPDxRFBNp_iADFxV_t_IXXYerPrzof2wC-vrsxh7YCQuE9AZYVKrA_aem_0zRMrPM9cBRzv2anqxS0Zg)
In case of bad weather, the outing may be canceled.
Participants will be notified through the dedicated groups and via updates on this page.
**P.S.** Please remember that GitUp is not a travel agency but a non-profit association that brings people together to enjoy pleasant shared experiences.people together to enjoy pleasant shared experiences.
[www.gitup.it](http://www.gitup.it/)
[https://www.facebook.com/gitupassociazione](https://www.facebook.com/gitupassociazione)
Data Visualization Events Near You
Connect with your local Data Visualization 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 Cleansing using Data Bricks
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.
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
COhPy Monthly Meeting
**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
May Ann Arbor R Users' Group Meeting - AI in Positron
**We'll have two meetings covering AI - this second one is for Positron**
We will review which AI features are linked in for Positron, and how to use them.
**Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron
You can download documents, or clone/fork the repository.
**Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures.
**This will be a hybrid meeting - the Zoom session starts at 6:30 PM.**
**Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation.
**Zoom information:**
https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377
Passcode: 940392
**If you can't get in, please call me at: 734 223-3307**
**The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
CHROMA @CCAD
FREE event
[https://www.ccad.edu/chroma](https://www.ccad.edu/chroma)
Friday, May 15, 3–7 p.m.
CCAD campus, 60 Cleveland Ave, Columbus, OH
Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements.
It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all.
Many exhibitions including...
**Game Art & Design:**
**DSB, first floor, Welcome Center lobby and Room 115**





























