Distributed Ledger Technology
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Distributed Ledger Technology Events Today
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The Reasoning Layer: Architecting Multi-Agent Support Systems with Google Cloud
Hey there, awesome people! đ We've got something exciting to share with youâour 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 lifeâthe 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 anymoreâit's thinking, planning, and playing it smart. Enter AI agents! These are like the new superheroesâsmart 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 turfâfrom 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! đ
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/.
đ 7 PM- MILAN : Networking & Digital Marketing Tribe Meetup
**(7:00 PM)**
đš**Please fill in your details to confirm your attendance.**
**[Confirm my attendance, click here](https://www.dopplerpages.com/dmktribe-BC897/MilanNetworkingDigitalMarketingTribeMeetup)**
**Milan: Networking & Digital Marketing Tribe Meetup**
**Connect, Share & Grow with Digital Marketing Pros!**
Join **DMK Tribe for an evening** of networking, learning, and collaboration with Milanâs digital marketing community. Whether you're an expert or just starting out, this is your chance to:
â
Connect with like-minded professionals
â
Share ideas and experiences
â
Learn from industry peers
**Join Our Community**
**WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56)
Please complete this form to join the group. Youâll be added to the WhatsApp group shortly afterwards.
**LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/)
âď¸ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0)
**Become a membe**r Social platform â [www.dmktribe.com](https://dmktribe.com/) (weâll notify you when your profile is ready)
**Instagram** â [@dmktribemilan](https://www.instagram.com/dmktribemilan/)
Curious to see what weâve been up to in Portugal and Spain? Check out our latest magazine here: â [https://dmktribe.com/magazine](https://dmktribe.com/magazine/)
**About DMK Tribe**
DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection.
With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues.
Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration.
**With over 7.000 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship.
Weâre more than a network, weâre a movement of value-driven professionals building lasting impact.
We're a global community of marketing
professionals united by our values
**â¤ď¸ Love \| Caring \| Serving \| Learning \| Inclusion**
***Come network with Milan's most dynamic marketers! Let's grow together.***
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**
âOpenClaw 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.
âThe 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.
## **đĽ Agenda**
â**6:30â7:00 PM â Welcome & Networking**
Opening, meetup presentation, and meeting networking.
â**7:00â7:30 PM â Why OpenClaw (and similar agents) needs Runtime Authorizations**
â*Speaker: Lorenzo Verna*
â**7:30â8:00 PM â TBA**
â*Speaker: TBA*
â**8:00â9:00 PM â 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.
## đĄ 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:
* âUnderstand why OpenClaw is accelerating in 2026
* âSee real-world use cases in action
* âGet hands-on experience in a supportive environment
* âConnect with Milan's emerging OpenClaw community
* âFind inspiration for your next project
Bring your curiosity. Claws are on us đŚđĽ
**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**
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 weâre 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 10âŹ, 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, universitĂ 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
Reading Party
Sei un divoratore di libri? Ti piace l'idea di condividere la tua passione con altri lettori accaniti? Unisciti a noi per una serata magica dove i libri sono i veri protagonisti!
đ˘ QUANDO: tutti i martedĂŹ alle 19:30 iniziamo martedĂŹ 30 settembre 2025
đ DOVE: Nel nostro accogliente bar di quartiere, uno spazio riservato solo per noi lettori
Edolo Caffè
Via Braga 2 angolo via Edolo
Milano
đľ Lâevento è gratuito con consumazione obbligatoria
Drink đ¸ 10 euro
Soft drink đš/ Bevande âď¸ 5 euro
COME FUNZIONA:
- Porta il tuo libro del momento (o quello che non vedi l'ora di iniziare!)
- Raccontaci perchĂŠ l'hai scelto e cosa ne pensi finora
- Immergiti in 60 minuti di pura lettura, circondato da altri appassionati
- Alla fine, condividi le tue impressioni e scopri cosa hanno letto gli altri
⨠COSA RENDE SPECIALE QUESTA SERATA:
- Niente cellulari, niente distrazioni
- Ogni partecipante porta un libro diverso
- Non è un book club tradizionale, ma un'esperienza di lettura condivisa
- Atmosfera rilassata e accogliente
đđđ STAGIONE AUTUNNO 2025 đđđ
Serate di lettura di gruppo:
04/11
11/11
18/11
25/11
Serate speciali con Teresa Booktuber di https://www.instagram.com/bee_book_a_lula
2/12 leggiamo Al paese dei libri di Paul Collins
Vieni a scoprire il piacere della lettura in compagnia, scambia consigli letterari e incontra altri amanti dei libri!
PS: Sono benvenuti suggerimenti di lettura e curiositĂ letterarie di ogni tipo! đâ¨
After Work Yoga Flow đ§đł
đ **Park Yoga is back!** đż
The sun is out, the grass is calling - and so are your yoga mats!
Our favourite season has returned: **Yoga in the Park** is back for another round of movement under the open sky.
đ§ââď¸ All levels welcome (EN)
đ Parco Sempione, Milano
đ Tuesday, 18:30-19:30 AM
⨠Bring your mat, water, good vibes
đ§ď¸ In case of rain the class is cancelled and all tickets refunded.
**Your Safety Matters**
1. Your well-being is my highest priority. While I create a safe and supportive environment, please remember that yoga is a physical practice and, like any form of movement, carries a risk of injury.
2. By choosing to participate in my yoga events, you acknowledge that you do so at your own risk and take full responsibility for your body and your practice.
3. You also agree to release your instructor from any liability, claims or actions resulting from participation in these sessions.
Olfactory Candle Night & Aperitivo 05.05
Join The Candle Cluub for a cozy and creative evening where Craftsmanship meets relaxation! In this hands-on candle-making workshop, you'll blend scents, pour wax, and craft your own beautifully eco-friendly personalized candles.
As you shape your creations, enjoy a delightful light aperitivo. Whether you're here to explore a new hobby, unwind with friends, or simply savor the moment, Candle Making & Aperitivo offers the perfect mix of creativity, conversation, and indulgence.
**Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)
Distributed Ledger Technology Events This Week
Discover what is happening in the next few days
PELLEDOCA PARTY SINGLE
**PELLEDOCA đŞżđŞżđŞżđŞż**
**GIOVEDI 7 maggio**
**GRAN BUFFET 15⏠con drink**
**Antipasti, primi, secondi e frutta**
**Start BUFFET 20:30 fino alle 22:30.**
**Tavolo riservato tutta la sera solo per noi.**
**Vieni in LISTA ELIO allâingresso⌠troverai bella gente, sorrisi e zero imbarazzo.**
**Poi dalle 22:30 parte la musica e lâentrata diventa 10⏠con drink incluso.**
**Pronti a brindare, ridere e ballare tutta la notte?**
**Ci conto đ**
**Quindi cosa aspetti? PRENOTA il tuo aperitivo o il tuo tavolo a tuo nome.**
**SERATA PERFETTA PER NUOVE AMICIZIE**
**Se vuoi puoi prenotare la CENA con amici o con la tua azienda 35⏠(bevande escluse)**
**Guardaroba obbligatorio 1âŹ**
**Milano viale Forlanini 121**
**Parcheggio 3âŹ**
**Come arrivare? Clicca il link qui sotto âŹď¸**
**https://maps.app.goo.gl/xkzKhvMvMhHn2DN7A?g_st=com.google.maps.preview.copy**
**Se non hai lâauto scaricati, WAYLA e registrati. Un trasporto economico milanese per tutta la notte.**
**https://apps.apple.com/it/app/wayla/id6479307130**
GDG AI HACK - 2026
**GDG AI HACK 2026 â AI Hackathon in Milan**
Three days. 160 builders. âŹ15K+ in prizes.
GDG AI HACK is back for its third edition â a free AI hackathon organised by Google Developer Group PoliMi and GDG Cloud Milano.
Build, ship, and compete alongside real mentors and industry sponsors at Randstad Box in Milan.
**â ď¸ This is not an open event. Attendance is by application only.**
Apply at [gdgaihack.com](https://gdgaihack.com/) â applications close April 17.
Spots are limited to 160 and reviewed on a rolling basis.
***
**THE TRACKS**
Three focused challenge tracks, each built around a sponsor bringing real hardware and a problem worth solving. Full briefs revealed at kickoff.
* **Learn Different** (Braynr): AI for education. Cross-disciplinary teams â designers, engineers, domain experts.
* **See Beyond** (Luxonis): spatial AI and computer vision with OAK camera hardware. On-device, no cloud.
* **Cut the Cord** (MSI): on-device AI. What can you build when the internet is optional?
Plus 10 side challenges open to all teams.
***
**THE DETAILS**
* đ
May 8 â Networking night at Google Milan (Via Federico Confalonieri 4)
* đ
May 9-10 â 24h+ hackathon at Randstad Box (Via S. Vigilio 5)
* đ° âŹ15K+ in prizes
* đ Free to attend â everything included
* đ Backed by MSI, Luxonis, Braynr, Google, GitHub Education, Corsair, Elgato, ENHANCE and many more
***
**WHO SHOULD APPLY**
GDG AI HACK is open to a wide range of backgrounds and experience levels. You don't need to be a CS major or a seasoned developer to apply.
* **University students** of all years (bachelor's, master's, PhD) and recent graduates
* **All backgrounds welcome** â not just engineers. UI/UX designers, business students, humanities majors, domain experts: if you bring a perspective, you belong here
* **Diverse teams win** â heterogeneous teams consistently outperform homogeneous ones. We actively encourage mixed skill sets and disciplines
Apply solo or as a team of up to 4. If you apply solo and get selected, we'll help you find your people before the event.
â Apply now at [gdgaihack.com](https://gdgaihack.com/)
â Questions? [hack@gdgpolimi.com](mailto:hack@gdgpolimi.com)
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**.
Weâll be hosted by the wonderful folks at **Buildo**. Come for the knowledge, stay for the networking!
đ **Location and time**
* **Where:** Buildo, Via Malaga 4, Milano
* **When:** Wednesday, May 6th, 2026
* **Time:** 18:30 (Starts at 19:00 sharp)
đď¸ **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.
đď¸ **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**
đ **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!**
â
* **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
GYROTONICÂŽ 08.05
The GYROTONICÂŽ (with equipment) and GYROKINESISÂŽ (without equipment) methods were developed in the 1970s by Juliu Horvath, a professional Hungarian dancer who, after multiple injuries, sought a new approach to rehabilitation. This led him to create GYROTONICÂŽ, an extraordinary discipline that combines elements of dance, yoga, swimming, and tai chi.
In the GYROTONICÂŽ method, exercise sequences consist of rhythmic, circular movements that flow seamlessly from one to the next, allowing the joints to move freely and naturally, without compression. GYROTONICÂŽ is a unique and original method that stimulates the nervous system, tones the muscles, and improves balance, coordination, flexibility, and strength.
The practice of GYROTONICÂŽ is suitable for everyone, including those recovering from injuries who are looking for a new approach to rehabilitation. Each person can naturally adapt the exercises to their own physical condition and needs, so age or fitness level do not matter. The only goal is to regain agility and mobility, helping your body feel healthier and more balanced than ever.
**Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)
Public Speaking Lab: Parla in pubblico con sicurezza (IT/EN)
**Basta libri. Basta corsi. Inizia a parlare!**
Puoi leggere 100 libri sul public speaking, ma non imparerai mai finchÊ **non sali su un palco**. The Xplorers Toastmasters Club Milano è proprio questo: una **palestra di Public speaking** bilingue (IT/EN) dove puoi metterti in gioco, sbagliare e migliorare.
Che tu sia un manager, uno studente o semplicemente una persona che vuole vincere la paura di parlare in pubblico, questa è la serata giusta per te.
**đ
COSA ASPETTARSI:**
Toastmasters international è un'associazione nata negli Stati Uniti piÚ di 100 anni fa. Ogni serata di ogni Club del mondo è strutturata in tre parti:
1. **Discorsi Preparati:** I nostri soci presentano discorsi su vari argomenti per allenare le loro skill (Storytelling, body language, struttura).
2. **Improvvisazione (Table Topics)\*:** Esercizi di improvvisazione per imparare a rispondere con sicurezza a ogni domanda.
3. **Valutazioni:** Ogni speaker riceve da un altro socio un feedback costruttivo per capire cosa ha fatto bene e cosa può migliorare.
*\*Nota:* Anche gli ospiti possono provare a buttarsi, ma **solo se lo desiderano**. Nessuno ti forzerĂ !
**đ DOVE E QUANDO:**
Ci troviamo allo Spazio OiT (Via Porpora 14, zona Loreto) ogni 1° e 3° mercoledÏ del mese.
* Ore **19:00**: Networking e accoglienza.
* Ore **19:15**: Inizio puntualissimo.
**â ď¸** **Per garantire un'esperienza di qualitĂ , accettiamo solo 9 nuovi ospiti per ogni serata.**
**Assicurati il tuo posto gratuito ora!**
Ti aspettiamo!
Fare e Ricevere un Massaggio
Impariamo a eseguire e ricevere il Massaggio! Sono una massoterapista e insegnante di tecniche manuali e desidero diffondere la benefica pratica del massaggio a tutti, donne e uomini, di qualsiasi etĂ e professione. Tratteremo zone comode come gli arti superiori e inferiori, in sicurezza ed efficacia. Conosceremo meglio il corpo umano, miglioreremo la postura e daremo finalmente spazio alla respirazione. Massaggiare e ricevere il massaggio aumenta il buon umore e riduce le tensioni muscolari, allora perchĂŠ non stare insieme e imparare qualcosa di benefico e divertente?
Portate un asciugamano e indossate un abbigliamento comodo (ad esempio una maglietta larga o una canotta, e un pantalone che possa essere sollevato fino al ginocchio, o pantaloncini). Al finire, una piccola merenda per tutti! Ci vediamo in via Palma metro Gambara M1
Rust Milan @ Python Milano: Python or Rust? Yes!
### â ď¸ IMPORTANT: Registration & Access
Because this event is co-hosted with Python Milano, **you must ensure you are registered in the Python Milano event with your real Name and Surname**
đ **Original Event Link:** [View on Python Milano](https://www.meetup.com/python-milano/events/314513434/)
# Rust Milan @ Python Milano: Python or Rust? Yes!
**Ciao Ferrists!** đŚ
We are officially kicking off the **Rust Language Milan** user group with a very special guest appearance! For our first gathering, we are joining forces with our friends at **Python Milano** to explore one of the most exciting trends in modern systems programming: the interoperability between Python and Rust.
If youâve been curious about how Rust can provide "superpowers" to high-level languages, this is the event for you.
***
### đď¸ The Talk: "Python or Rust? Yes"
**Speaker:** Giacomo Barone (Co-founder & Head of Product @ hiop)
When is it worth integrating Rust into your Python workflow? When is it total overkill? Giacomo will dive deep into the trade-offs of this powerful duo, sharing practical insights on how to boost performance without making your team (or your product) explode in the process.
***(Note: There is also a secondary talk by Andrea Perotti on "Trashware" and hardware refurbishmentâa great topic for anyone who loves low-level tech!)***
***
### đ Where & When
* **Host:** buildo srl
* **Address:** Via Malaga 4, Milano
* **Date:** Wednesday, May 6th, 2026
* **Schedule:**
* **18:30:** Doors Open & Welcome
* **19:00:** Talks Start
* **20:30:** Networking, Q&A, and Pizza/Drinks đđť
***
### đŚ About Rust Milan
This is a new community for anyone in Milan interested in the Rust programming language. Whether you are a seasoned `unsafe` veteran or just curious about what a `Result` is, you are welcome!
**See you there!**
Distributed Ledger Technology Events Near You
Connect with your local Distributed Ledger Technology community
NFT AI ART Columbus
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
Central Ohio Radio Enthusiasts - Radio Signal Analysis Using SDRs and OpenWebRX+
Central Ohio Radio EnthusiastsâCOREâis an informal community for anyone enthusiastic or curious about radioâwhether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected.
This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+**
with **Scott McCrory**.
Details are are [core.radio](https://core.radio/).
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 growthâboth 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.
Join Biggest Community | Investors Founders | Columbus | Online
Please reserve your spot by registering on the below link :
**Reserve**
https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup
**QUESTIONS ?**
Pls Reach out to;
Ridhi - +971504724873 ( WhatsApp Only)
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. Weâll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
Youâll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.





















