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Yes! Check out productivity events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the productivity events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find productivity events near your location here. Connect with your local community and discover events within your area.
Productivity Events Today
Join in-person Productivity events happening right now
Yellowdicomedy presents - free entry English Improv + Stand-up comedy
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!
Aperitivo “comunicativo”. Impara come lasciare davvero il segno 🎯
**Il tema della serata** 📌
Oggi comunicare non significa parlare di più, ma lasciare il segno, essere ricordati.
In un mondo saturo di contenuti (more often than not, generati dall’AI) ciò che conta davvero è la capacità di creare connessioni, emozioni ed empatia.
Un incontro per andare oltre le “tecniche preconfezionate” ed i “trucchetti”, che ci aiuterà a capire cosa rende un messaggio davvero memorabile. Per diventare leader migliori nel business e comunicatori più efficaci nella vita di tutti i giorni.
**Il nostro ospite 🎙️**
**Lapo De Carlo** — giornalista, scrittore, conduttore radio-TV e docente universitario di comunicazione alla Bicocca dal 2005. Una carriera costruita su microfoni aperti, platee esigenti e parole scelte con precisione chirurgica: dalla radio (RMC, Giornale Radio) alla TV (Telelombardia, Sportmediaset, Rai News), passando per La Ragione, Wall Street Italia e Cosmopolitan.
**Format e Agenda 📋**
L'evento è a **numero chiuso** — pochi posti, location giusta, dialogo vero.
* **18:45** · Apertura porte e benvenuto.
* **19:00 - 19.50** · Intervento dell'ospite in forma aperta. Nessun copione, nessuna lezione, solo conversazione autentica e dialogo diretto con l'audience.
* **A seguire** · Networking libero
🥂 *Prima consumazione e light aperitivo inclusi. Ulteriori drink e food disponibili alla carta.*
***
Ti aspettiamo per una serata densa di idee, spunti inaspettati e persone nuove che vale la pena conoscere. 💡
*L'unica cosa che ti chiediamo: puntualità. Per rispetto di Lapo, della location e delle altre persone che hanno scelto di partecipare. See you soon! 👋*
Sunset Yoga · Intermediate Flow (Sempione Park)
Hi, I’m **Ozzy**. I’ve been teaching yoga in Milan for 5 years, bringing together internationals and locals.
**How to Join?**
Add your name on Meetup.
[Message me on WhatsApp](https://wa.me/393500966059?text=Hi%20I%20saw%20your%20weekend%20park%20yoga%20classes%20on%20Meetup%20and%20would%20like%20to%20join) to receive payment details:
**Drop-in or discounted class packs available**
Your spot is confirmed once payment is completed.
**You can see the vibe of the classes here:**
Instagram: @ozzyoga.milano
**Monday Park Yoga in Sempione with Ozzy**
**Time:** 19:15
**Duration:** 60 minutes
**Language:** English
**Level:** transition to intermediate (not for beginners)
We focus on **balance, strength, and flexibility** with intermediate-level poses and flows.
If you’re ready to take your practice to the next level, this class is for you.
**Location:** Parco Sempione
Exact meeting point will be shared via WhatsApp after booking
**Pricing**
**Drop-in:** €15
**2 classes:** €28
**4 classes:** €50
All prices are final and include VAT
All packs are valid until the end of July
Valid for all regular group classes (weekend & future weekday sessions)
Packs can be used for classes as they are released on Meetup
**Before you come**
Bring your mat (or a towel), wear layers for changing weather, and consider water, sun cream, and insect spray.
**Cancellation policy**
– **More than 24 hours before:**
Cancel directly on Meetup → no charge
– **Up to 1 hour before the class:**
Please message me on WhatsApp → your credit is kept
– **Less than 1 hour before, no-show, or no notice:**
The class is counted → no refund or credit (no exceptions)
*If a class is cancelled due to weather or by the organizer, your credit will not be lost and can be used for another class.*
**Safety & Notes**
Please listen to your body and practice at your own pace.
This class is not suitable for pregnant women.
If you have any health concerns, please consult a doctor before joining.
By attending, you take responsibility for your own practice.
**About me**
I’m Ozzy, a certified and Yoga Alliance registered yoga teacher.
👉 https://linktr.ee/ozzyoga.milano
Gruppo di biliardo pool 9 amatoriale
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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
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 Divine Comedy Club's *English Standup Comedy*.\*\*
\*
Join us on Monday, 18th May, for our **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, 18th May
🕕 21:00
📌 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"
Productivity Events This Week
Discover what is happening in the next few days
Connessioni Pro: Persone, Processi, AI
**Formazione pratica e networking guidato da una tecnologia di matching: ogni connessione ha un motivo per esistere.**
***
Il networking tradizionale non funziona. Troppo rumore. Troppa gente che non c'entra con il tuo business. Troppi biglietti da visita dimenticati il giorno dopo.
**Connessioni Pro è un sistema:** matchmaking strategico, contenuto pratico e connessioni costruite per generare valore reale.
***
**🗓 PROGRAMMA**
**18:00** — Accoglienza e setup networking **18:30** — Apertura e presentazione della tecnologia di matching
**18:45 — Speech di valore**
**Davide Cervellin** · Imprenditore & Strategy Coach *Come smettere di fare tutto da solo e strutturare davvero le persone*
**Alessia Barsottini** · Founder, Homo Digital Marketing Agency *Come portare l'AI in azienda in modo concreto — non teoria*
**Antonio Demuro** · Imprenditore & Sales Coach *Come automatizzare i processi per rendere il business meno dipendente da te*
**Giando Santamaria** · AI Manager & Marketing Expert *Come usare l'AI per trovare clienti e posizionarti meglio*
**20:00** — Networking guidato con tecnologia di matchmaking **21:15** — Aperitivo & networking libero
***
**🔗 COME FUNZIONA IL MATCHING**
Dopo la registrazione compili un profilo in 3 minuti. Dichiari cosa offri e cosa cerchi.
Un algoritmo analizza profili, obiettivi e ruoli di tutti i partecipanti e ti assegna i match più rilevanti per il tuo business — **prima ancora che tu entri in sala.**
Niente incontri casuali. Solo conversazioni con un contesto.
***
**✔ PER CHI È**
→ Imprenditori e founder → Manager e decision maker → Professionisti B2B orientati alla crescita
**Non è per tutti. È per chi decide.**
***
**📦 COSA PORTI A CASA**
→ 2–5 connessioni selezionate in base al tuo profilo → Framework applicabili da subito dai 4 speaker → Accesso all'ecosistema Connessioni Pro per continuare le relazioni dopo l'evento
***
I posti sono limitati per mantenere alta la qualità dei partecipanti.
**Più info → [connessionipro.it](https://connessionipro.it/?utm_source=luma)**
Claude Code: quello che avrei voluto sapere prima
Come sono passato dallo snobbare **Claude Code** (perché mi rallentava in qualsiasi task che non fossero i test automatici) a non riuscire più a farne a meno neanche per scrivere la descrizione di un meetup.
👉 Evento gratuito – registrati per partecipare
📍 **Martedì 19 maggio** – **Talent Garden Isola**, Piazza Città di Lombardia 1, Milano
🕡 18:30 ritrovo
🕖 19:00 inizio talk
🧠 **Cosa vedremo**
**Come l'ho modellato sul mio workflow**
Custom **commands**, **skills** e i **CLI** che non tolgo più dal PATH.
**Cosa mi ha insegnato lui**
Il peso di un CLAUDE .md fatto bene e come sfruttare la potenza del **Plan Mode**.
**Cosa ho capito solo sbattendoci contro**
La differenza tra **Subagents** e **Agent teams** e un paio di cose che vorrei che qualcuno mi avesse detto al primo mese.
🎁 Estraiamo una licenza JetBrains All Products tra i presenti!
👤 **Speaker**
Michele Sangalli è Software Engineer presso Trustfull, lavora con PHP, TypeScript e Python, e passa parecchio tempo tra AWS e architetture serverless. Ah sì, è anche l'organizer del PUG Milano.
From Open Data to Data Mesh
Hello PyData People!
We are excited to announce our next event of 2026! This time, we will be hosted at Generali Italia’s Torre Generali in Milan for an evening dedicated to open data, data platform orchestration, and scalable data engineering.
📅 When: Thursday, May 19th, 2026 – 18:30–21:00
📍 Where: Torre Generali Italia, Milan
⚠️ Important: Spots are limited. Please keep your RSVP updated to allow others to participate if you can no longer attend.
***
**🕒 Agenda**
18:30 – Doors open & check-in
19:00 – Talk 1: Democratizing Data: A deep dive into Eurostat Open Database – Simona Mazzarino
19:45 – Talk 2: Scaling Data Mesh Orchestration with Dagster: Platform-Driven DAGs without Platform Friction – Marco Santoni and Andrea Romeo
20:30 – Networking & Social Dinner
***
**🎤 The Talks**
**1️⃣ Democratizing Data: A deep dive into Eurostat Open Database**
Speaker: Simona Mazzarino (Data Scientist @ Clearbox AI)
In this talk, we explore how to turn open data into actionable insights. You will learn how to navigate Eurostat, the EU’s vast statistical database, and use Python tools to fetch and process data for research, AI, and real-world analysis. We will look at how to discover relevant datasets, work with Eurostat’s interface and APIs, and integrate public statistics into your workflows for visualizations, dashboards, and models. A guiding example will be the analysis of migration flows across European countries, from data discovery to a usable dataset for analytics or machine learning.
About the Speaker:
Simona Mazzarino is a Data Scientist at Clearbox AI. With a background in linguistics, semiotics, and artificial intelligence, she specializes in language technologies. She is an active volunteer in the Python Torino community, where she helps connect people interested in Python applications, and she also volunteers for PyCon Italia.
***
**2️⃣ Scaling Data Mesh Orchestration with Dagster: Platform-Driven DAGs without Platform Friction**
Speakers: Andrea Romeo, Platform Engineer @ TeamSystem
Data Mesh promises scalability and autonomy, but orchestration often becomes the hidden bottleneck: as data products grow, cross-domain dependencies explode, DAGs become fragile, and upstream teams are forced to react to every new consumer.
In this talk, we present a platform-designed orchestration solution built on top of Dagster that enables company-wide orchestration without coupling data products together. Instead of requiring data engineers to manually define DAGs or modify upstream pipelines, each data product simply declares its dependencies on upstream output ports. From these declarations, the platform automatically builds and maintains the global DAG behind the scenes, ensuring that upstream data products remain unaffected by new consumers, orchestration scales as the number of data products grows, and platform standards are enforced without slowing down teams.
We’ll walk through:
* the orchestration challenges we faced when adopting data mesh at scale
* how Dagster was extended and shaped into a platform abstraction, not exposed directly to product teams
* the Python-based design patterns used to dynamically generate and evolve DAGs
* the resulting developer experience for data engineers building data products
This session is a practical, production-tested story of how Python and Dagster can be used to enable scalable orchestration in a real data mesh implementation — without turning the platform team into a bottleneck.
About the Speakers:
Andrea Romeo is a Platform Engineer at TeamSystem, where he focuses on building and evolving the technical foundation behind data infrastructure. He works closely with development and data teams to design scalable, resilient platforms that support data-driven products and services, with a strong focus on backend, cloud technologies, and developer experience.
***
See you there!
The PyData Milano Team
Remote Circle - Milano / Starbucks
Sei un remote worker? Uno studente? Un freelance?
Ti serve un luogo calmo dove lavorare senza distrazioni, senza pressione, e allo stesso tempo socializzare?
Remote Circle è una routine di lavoro condivisa e silenziosa.
L’atmosfera è essenziale: tavoli condivisi, ritmo lento, concentrazione naturale.
Si lavora in autonomia, ma non da soli.
Rimani il tempo che ti serve: l’incontro è flessibile, discreto, operativo.
Remote Circle non è un workshop e non è coworking.
È un appuntamento leggero, replicabile, pensato per creare continuità senza esposizione.
Nix Unconference #11
**Ciao! 🌟**
Excited to kick off another great meetup! Join us at **rev.ng Labs’ office** in **Milan** (10-minute walk from **Garibaldi station**) on **Saturday, May 23th**, starting at **9:30 AM**.
As always, we’re hosting a hands-on **unconference focused on Nix**—a space to learn, share, and collaborate.
All experience levels are welcome, so whether you're just getting started or already deep into Nix, we’d love to have you!
A big **shoutout to rev.ng Labs for hosting us**! 🚀
Seats are limited, so **grab yours early**. 🎟️
Come on time to enjoy a coffee before we get started! ☕
We’ll also break for lunch together—another great chance to connect. 🍽️
Looking forward to seeing you there!
For more details and contact info: [https://milano.nix.pizza/](https://milano.nix.pizza/)
Bookclub Proibito Afterdark🍷
📍Terrazza in esclusiva per noi, da Open, Viale Monte Nero, 6 (Porta Romana)
Ti piace leggere ma non sai con chi parlarne? Vuoi partecipare ad un bookclub ma non sei ancora riuscit\*? Vuoi conoscere persone nuove con gli stessi interessi?
Bookclub Proibito Afterdark fa per te!! La community di @bookclubproibito si incontra per due chiacchiere informali e scialle davanti ad un buon drink, questa volta senza libri!
Opzioni aperitivo:
€10 bicchiere di vino/birra/cocktail semplice/soft drink + pizza, nachos, olive, tarallini, patatine o popcorn
€13 drink (come sopra) + pizza, nachos, olive, tarallini, patatine/popcorn, rustici vari e focaccia
Everyone welcome!! 🖤
La coscienza non è un software — Krishnamurti nell'era dell'AI (It/En spoken)
**Italiano**
Già negli anni '80, quando il computer era appena agli albori, Krishnamurti pose una domanda che oggi risuona con urgenza straordinaria:
***"Se la macchina può fare tutto ciò che l'essere umano sa fare, cosa resterà dell'uomo?"***
In questo secondo incontro del gruppo esploreremo il tema dell'**impatto della tecnologia sull'essere umano** attraverso la lente degli insegnamenti di Krishnamurti — ma anche con apertura ad altre voci e prospettive.
Krishnamurti non era contro la tecnologia in sé. Vedeva però chiaramente un pericolo sottile: che il cervello umano, abituandosi alla velocità, all'efficienza e alla delega alla macchina, diventasse sempre più meccanico, distratto, ottuso — incapace di quel movimento interiore che solo può portare una vera trasformazione.
**Come si svolgerà l'incontro**
L'incontro non è una lezione: è una conversazione aperta tra persone che vogliono **indagare insieme**, senza dare per scontata nessuna risposta. Nello spirito di Krishnamurti, non si tratta di "studiare" un pensiero, ma di osservare direttamente — in noi stessi — quanto la tecnologia stia già plasmando il modo in cui pensiamo, sentiamo e ci relazioniamo.
**Alcune domande** che potremmo esplorare insieme:
* La velocità e la frammentazione digitale stanno rendendo la nostra mente più superficiale?
* Stiamo delegando alla macchina non solo il lavoro, ma anche il significato?
* È possibile usare la tecnologia senza diventare noi stessi più meccanici?
* C'è uno spazio interiore che nessuna macchina può toccare — e lo stiamo coltivando?
Nessuna esperienza precedente richiesta. Portate solo la vostra presenza e la disponibilità a guardare senza giudicare e senza motivazioni.
**Ingresso libero — posti limitati. Confermate la partecipazione tramite Meetup.**
Ci vediamo al Rob De Matt; il locale è a vocazione sociale; la consumazione presso il locale non è obbligatoria ma consigliata in quanto ospita il nostro evento.
**English**
Already in the 1980s, when computers were just in their infancy, Krishnamurti asked a question that today resonates with extraordinary urgency:
***"If the machine can do everything a human being can do, what will be left of man?"***
In this second meeting of the group, we will explore the theme of **technology's impact on human beings** through the lens of Krishnamurti's teachings — but also with openness to other voices and perspectives.
Krishnamurti was not against technology itself. However, he clearly saw a subtle danger: that the human brain, growing accustomed to speed, efficiency, and delegation to the machine, might become increasingly mechanical, distracted, and dull — incapable of that inner movement which alone can bring about true transformation.
**How the Meeting Will Unfold**
The meeting is not a lecture: it is an open conversation among people who want to enquire together, without taking any answer for granted. In the spirit of Krishnamurti, this is not about "studying" a thought, but about observing directly — within ourselves — how much technology is already shaping the way we think, feel, and relate to one another.
**Some questions** we might explore together:
* Are speed and digital fragmentation making our minds more superficial?
* Are we delegating to the machine not only work, but also meaning?
* Is it possible to use technology without becoming more mechanical ourselves?
* Is there an inner space that no machine can touch — and are we nurturing it?
No prior experience required. Bring only your presence and the willingness to look without judging and without agenda.
**Free entry — limited seats. Please confirm your attendance via Meetup.**
See you at Rob De Matt; the venue has a social vocation; purchasing something at the venue is not mandatory but encouraged, as it is hosting our event.
Productivity Events Near You
Connect with your local Productivity community
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.
\-\-\-
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.
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
TBD
**YouTube Link**
TBD
Columbus Comedy Improv Meetup at Gresso's!
Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games!
The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime!
Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!
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
Free Seminar: How to Improve Your Self Confidence & Social Life
Come attend a free in-person seminar where you will find out why you:
-Feel isolated
-Can't express yourself openly
-Get nervous or anxious in front of people
-Run out of things to say or feel tongue-tied
-Feel introverted
-Don't feel comfortable in any social setting
-Can't make more friends
-Are shy and miss opportunities to connect in a meaningful way
And we cover what you can do about any one, some or all of the above.
This seminar is the weapon against loneliness, isolation and boredom, come join us!
COME TO THIS SEMINAR AND LEARN THE SECRETS TODAY
This seminar is brought to you by the Dianetics & Scientology Life Improvement Center.
1266 Dublin Road, Columbus, Ohio 43215
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)
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




















