Ethereum

**Alle Infos zum Event in Bern / All information about the event in Bern:** **https://www.meetup.com/iota-bern/** Wir sind der grösste IOTA stammtisch der Schweiz und sind damit auch einer der grössten regelmässigen Altcoin meetups . **Der offizielle IOTA Bern Stammtisch findet immer am 2. Freitag des Monats um 18:00Uhr statt.** Der IOTA Bern Stammtisch wurde ins Leben gerufen, damit sich die IOTA / Krypto Community regelmäßig treffen kann, um über aktuellen Entwicklungen zu diskutieren und philosophieren. Auch wenn du noch nicht viel über Kryptos und IOTA weisst, bist du bei uns herzlich willkommen! Lerne mehr über IOTA & Kryptos indem du dich bei einem kalten Bier und/oder einem guten Essen mit Krypto-Ethusiasten, Trader & Investoren, Entwicklern und Unternehmern austauschst. ####################### ENGLISH ####################### We are the largest "IOTA stammtisch" in Switzerland and are also one of the largest regular Altcoin meetups. **The official "IOTA Bern Stammtisch" always takes place on the 2nd Friday of the month at 18:00 CEST.** The "IOTA Bern Stammtisch" was created so that the IOTA / crypto community can meet regularly to discuss and philosophize about current developments. Even if you don't know much about cryptos and IOTA yet, you are welcome to join us! Learn more about IOTA & cryptos by exchanging ideas with crypto enthusiasts, traders & investors, developers, and entrepreneurs over a cold beer and/or a good meal.

**The Growth Breakfast - Zürich** **Good coffee. Great conversations. Real business growth.** Join a friendly group of local entrepreneurs, small business owners and professionals for a relaxed Friday morning breakfast — a space to connect, share ideas and talk openly about business and growth. No agenda. No pitches. No pressure. Just real conversations with people who *get it*. **What to Expect** A relaxed, informal breakfast where you can: * Connect with like-minded entrepreneurs * Share ideas, challenges and wins * Learn from others on the same path * Build genuine relationships (no forced networking) * Start your day inspired, focused and energised Whether you run your own company, freelance, consult, or simply love talking about business, you’ll feel right at home. **How it Works** Everyone orders and pays for their own breakfast. You just bring: * An open mind * A willingness to share * Good vibes and your morning energy Simple, easy, enjoyable. **Details** 🗓 **Friday, 8 May 2026** ⏰ **9:00 – 10:30** 📍 **Coworking Lounge at Tessinerplatz** Tessinerplatz 7, 8002 Zürich (2-minute walk from Bahnhof Enge — Trams 5, 6, 7, 13, 17 or S-Bahn 2, 8, 21, 24) **Who's It For?** Entrepreneurs • Small business owners • Consultants • Freelancers • Creatives • Professionals who love talking about business growth and want to be around switched-on people. **Important Notes** ✔ This is a **free community meetup** — each person pays for their own breakfast ✔ No selling, no pitching ✔ Just genuine conversation and good company **Ready to join us?** Click **Attend** to reserve your spot — we’re looking forward to a great morning together

**[⚠️>>Ticket needed (click here)<<](https://eventfrog.ch/en/p/eating-drinking/social-ping-pong-party-7444863836165773710.html) or** **[www.social-circle.ch](https://social-circle.ch/)** Join us for a relaxed after-event gathering where you can keep the conversations going, grab another drink, and spend more time with the people you’ve just met. No pressure, no structure – just good vibes, music, and a chance to connect naturally. Whether you made a match or just want to hang out, everyone’s welcome. Join our group for updates on this event: [https://chat.whatsapp.com/BMEABbt4keR2MfcSEemb7K](https://chat.whatsapp.com/BMEABbt4keR2MfcSEemb7K) The fun doesn’t stop after **Single Party – Speed Dating & Ping Pong** 😉 ​Want more events like this? Join our WhatsApp newsletter to stay updated: [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP) Please note that pictures might be taken and used, if you don't want to be on them please let the host know. Tickets are not refundable.

Following in the esteemed footsteps of my predecessors . . . The legendary 'Pint' at The Scotsman lives on. Open to all, its a great excuse for New Members, New Winterthurians and New Auslanders to meet, greet and break the ice with each other and the more seasoned of Winty's Expats. Please RSVP, especially if your first time . . . as for the regulars, see you there ! Cheers

Join us for an Escape Room so fun, it's illegal! Can we break the bank vault in 60 minutes? **IMPORTANT: Limited space, only 5 [tickets](https://eventfrog.ch/en/p/leisure-excursions/groups-games/zfg-escape-room-bank-robbery-7453885432436099830.html) available!** [Please buy your ticket in advance!](https://eventfrog.ch/en/p/leisure-excursions/groups-games/zfg-escape-room-bank-robbery-7453885432436099830.html) *Haven't you always wanted to rob a bank without any consequences? Here's your chance. As a member of an international professional bank robbery gang, your task is to crack the high-security vault in a bank undetected. You've already bribed the guards and you're well on your way, but the guards have only given you a 60-minute window to pull off the heist and escape.* **Please arrive at least 15 minutes before the game**

Jeden Freitag 21:00 - 03:00h Salsa, Bachata, Kizomba, Cha-Cha-Cha, Son 4 Dance Floors Entry CHF 15.- (inkl. SalsaPractica) 370m2 Dancefloor / Lounge & Bar Türöffnung 21 Uhr 21.00 Uhr 1 Stunde SalsaPractica mit Tanzlehrer 22.00 Uhr Main Floor DJ 23.15 Uhr Bachata Floor DJ 23.15 Uhr Kizomba Floor DJ 23.15 Uhr Rueda de Casino Floor mit Animation SalsaPractica 21 - 22h Es ist keine Kursstunde, sondern gedacht, um Knöpfe zu lösen oder Figuren zu üben die noch nicht so ganz gelingen. Es wird langsame Musik abgespielt, perfekt um zu üben. Lehrer sind vor Ort zur Beratung und Einstufung. Die Salsa Practica ist nicht gratis, sondern ein Bestandteil von der Party und im Partyeintritt inbegriffen. Practica Lehrer erkennt man an speziellen T-Shirts oder ein Schlüsselanhängern. Geht gerne aktiv auf die Lehrer zu, wenn Hilfe gebraucht wird. Man kann auch einfach kommen zum selber üben. Rueda de Casino Dancefloor Rueda Liebhaber dürfen sich freuen! Auf diesem Dancefloor wird nur Rueda de Casino getanzt. Dies mit Animation durch Cantante mit aktuellen Salsas. Das Niveau wird angepasst an die Salseras und Salseros und die Figuren werden bei Bedarf erklärt und präzisiert. Lady -Tipps und Vertiefung der spanischen Begriffe gibts kostenlos dazu.

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/event/7444863036618220198/preview.html) or** **[www.social-circle.ch](https://social-circle.ch/)**[ ](https://social-circle.ch/) **⏰Check-in at the venue in the first 30 minutes, please make sure to be on time.** **Ping Pong Doubles Night – Nur für Singles! (25–40 Jahre)** *(English below)* Keine Lust mehr auf awkward Smalltalk bei Dating-Events? Dann lass uns das Ganze spielerisch angehen. Komm zu unserer **Ping Pong Doubles Night für Singles**, bei der du im Laufe des Abends mehrfach die Partner:in wechselst, locker neue Leute kennenlernst und bei schnellen Ballwechseln, miesen Aufschlägen und guter Stimmung connectest. ✨ **Special:** In der Pause gibt es eine kurze **Speed-Dating-Session**, damit du auch abseits des Tischs gezielt ins Gespräch kommst. Egal ob Anfänger:in oder heimliche:r Profi – das Format ist so gestaltet, dass alle mitmachen und Spaß haben können. **Was dich erwartet** * Zufällig zusammengestellte Doppelteams (Partnerwechsel mehrmals im Abend) * Kurze Speed-Dating-Runde in der Pause * Lockeres Kennenlernen ohne gezwungene Gespräche * Entspannte Atmosphäre vor, während und nach den Matches * Drinks & Musik ✨ **Für wen ist das Event** * Du bist Single * Du magst spielerischen Wettbewerb * Du bist offen, neue Menschen in entspannter Atmosphäre kennenzulernen ⚠️ Begrenzte Plätze für eine ausgewogene Gruppe. Das wird ein großes Event – sichere dir rechtzeitig deinen Platz. Während der Veranstaltung können Fotos und kurze Videos aufgenommen werden. Bitte informiere den Veranstalter, wenn du nicht darauf zu sehen sein möchtest. Tickets sind nicht erstattungsfähig. Tritt unserer Gruppe bei, um Updates zu dieser Veranstaltung zu erhalten: [https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi ](https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi) Möchtest du mehr Veranstaltungen wie diese? Tritt unserem WhatsApp-Newsletter bei, um auf dem Laufenden zu bleiben: [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP) *** **Ping Pong Doubles Night – Singles Only! (Ages 25–40)** Sick of awkward small talk at dating events? Let’s make it playful instead. Join our **Ping Pong Doubles Night for singles**, where you’ll rotate partners throughout the evening, meet lots of new people naturally, and connect over fast rallies, terrible serves, and great energy. ✨ **Bonus:** During the break, we’ll host a short **speed dating session** so you can connect more intentionally off the table too. Beginner or hidden pro — doesn’t matter. The format is designed so everyone can jump in and have fun. **What to expect** * Randomly assigned doubles teams (you’ll switch partners several times) * Short speed dating round during the break * Fun connections without forced conversations * Relaxed social time before, during, and after the games * Drinks & music ✨ **Who this is for** * You’re single * You enjoy playful competition * You’re open to meeting new people in a relaxed, low-pressure setting ⚠️ Limited spots to keep the balance. This will be a big one — don’t wait too long to grab your spot. ​ **Photos and short videos may be taken** during the event. Let the host know if you prefer not to be in them. Tickets are **non refundable**. Join our group for updates on this event: [https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi](https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi) ​ Want more events like this? Join our WhatsApp newsletter to stay updated: [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP)

Summer is finally here — and I’m happy to be hosting this golf get-together again in Zurich. We’ll meet at Otelfingen at 10:00 AM at the entrance next to the reception, start with a couple of hours at the driving range, and then head to the golf café to relax and socialize. You’re very welcome to join — whether for the full session or just part of it. Please feel free to bring your own clubs, or you can rent them at the venue. Looking forward to seeing you all

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/eating-drinking/digital-detox-cafe-7438263258744627340.html) or** **[www.social-circle.ch](www.social-circle.ch)** **Unplug & Create: Digital Detox Café at Paint it Easy** Take a break from screens and reconnect with yourself and others at our Digital Detox event in Zürich’s most inviting creative space, Paint it Easy. We’ll kick off the evening with a relaxed atmosphere, setting the tone for a mindful and inspiring night. Join our craft group: [https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3](https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3) Choose your path for the evening: **Deep Talk with Question Cards:** Dive into meaningful conversations and connect with fellow participants on a deeper level. **Boardgames:** Just for fun or to meet new people. **Creative Activities:** * **Drawing** (included) * **Canvas Painting** (CHF 10/hour + canvas, e.g., 30x40 cm: CHF 9) * **Pottery Painting** (CHF 20–45 per piece) * **Jewellery Making with Beads** (CHF 10/hour + materials, avg. CHF 20–30) * **Linocut Printmaking** (CHF 25–35 per piece) **Location:** Paint it Easy, Zürich **Ticket:** CHF 15 **Includes :** Welcome drink\*, drawing material, notebook, games. **Doesn't include** : optional creative activity fees (depending on your choice) \*Warm drink, homemade iced tea, or lemonade Want more events like this? Join our community! [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP) No experience needed—just bring your curiosity and an open mind! Whether you're painting, reflecting, or connecting, this is your space to recharge, express, and enjoy. Please note that pictures might be taken and used, if you don't want to be on them please let the host know. Tickets are not refundable. #digitaldetox

Come hang out with us for a full day of grilling, chilling, and soaking up the summery vibes in the park! We’ll have the grills going, music playing, and plenty of space to lounge, play games, and enjoy the day in nature together. Whether you pop by for a bit or stay the whole time, you’re welcome to join the fun. Let’s make it a day full of laughter, good eats, and laid-back vibes! **📌 Location** We'll try to claim the [grillstelle by Käferberg](https://maps.app.goo.gl/xiYLW2G7jZ9XZyM49). If it happens to be taken, we'll check the ones near by and send updates both here and in the WhatsApp chat. **🎒 What to Bring** Food for the grill, drinks, picnic stuff, outdoor games, coins for the bathrooms and anything else you might want to be comfy and happy! 🌤 **Weather** The weather is [forecasted](https://www.srf.ch/meteo/wetter/Z%C3%BCrich/47.3797,8.5342) to be sunny, and between 17-25 degrees. Bring sunglasses and maybe a funny hat! **🚻 Bathrooms** There will be public toilets in [Bucheggplatz, Buchegg GZ and Waidberg](https://www.stadt-zuerich.ch/de/stadtleben/zusammenleben/oeffentlicher-raum/zueriwc.html) \- bring some coins\! **💬 Event Chat** Join the event's WhatsApp chat to get updates, coordinate stuff and share things with other attendees! [\[Join Chat\]](https://chat.whatsapp.com/EKtYiOv0r3kJrVUBOOcA9s)

Join the Language Exchange to meet new people, practice your foreign languages and spend a good time together. We will serve free tapas such as Bruschetta, Wedges, Nachos or similar. **How it works**: Choose the country flag sticker of the languages that you speak or want to practice! Seat on the right language table and start your conversation with our conversation topic cards. Average group size: 25 participants **When**: Every Saturday, 20:00 - 22:00 **Where**: 2.Akt Zürich **Price**: 10.- incl. Snacks **Tickets**: https://tinyurl.com/LX-09-05-26 (please buy ticket online) **WhatsApp Group**: https://chat.whatsapp.com/8jkvEUJ5jLp75fYglQFCNJ (join for updates & pics) **After the Language Exchange:** Pub Crawl (optional) For those who want to continue the night, we have a Bar Tour starting from the same place at 10PM. Watch [this video](https://www.youtube.com/shorts/VrBFWgXQNhw) to know what expect! Language Exchange participant get a 10fr discount when buying the combo-ticket online. Your Event Hosts Didem, Sébastien & Katja, Fernando More info: [https://www.pubcrawlzurich.com/languageexchange](https://www.pubcrawlzurich.com/languageexchange) Event pictures? Follow us on [IG](https://www.instagram.com/languageexchangezurich) and [FB](https://www.facebook.com/zurichlanguageexchange)

Hi everyone! Wanna Dance into the Weekend? This Saturday we will have an energetic and fun Afrodance Workout class with Vanessa to your favourite Afrobeats, Dancehall and Brazilian tunes. No dance experience needed, easy-to-follow class and for beginners! 💃🏻 Always a great group of people coming together to enjoy the dance moves, the good vibes, music and to sweat it out together. First free class - please book your spot When and Where: Saturdays, 10:30-11:30 Location: Offdance Studio Zweierstrasse 106 8003 Zürich Big dance studio with changing rooms and showers. Please [sign up here](https://afroworkout.as.me/free-class) to reserve your free Afrodance Workout class [https://afroworkout.as.me/free-class](https://afroworkout.as.me/free-class) There will be always more people in a class than shown on Meet up. Don‘t hesitate to sign up! Contact Vanessa for any questions! 079 324 16 61 Can‘t wait! Check daily updates on [Instagram](https://www.instagram.com/afroworkout.ch?igsh=dnV2Y28yMmVna3F2&utm_source=qr) Website for more information and class info [https://www.afroworkout.ch](https://www.afroworkout.ch) Move, Dance and Stay Fit to Afrobeats!

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/de/p/essen-trinken/pub-quiz-xl-optional-matching-for-singles-7456603890659658524.html) or** **[www.social-circle.ch](www.social-circle.ch)** 🎉 **Pub Quiz Night at Casa Helvetia** 🎉 Join us for a night full of **mind-bending questions**, **unexpected twists**, and **more laughs than right answers** (probably). Whether you're a trivia wizard or just really good at pretending you know stuff, this night’s for you! Join our whatsapp group for updates on this event: [https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66](https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66) 📍 **Location:** Casa Helvetia 💰 **Price:** 15.- (includes tasty snacks + a prize for the winning team 🍾) 👥 **How Teams Work:** 🔹 Got a crew? Awesome, bring your squad and show us what you've got! 🔹 Looking to mingle with singles? We’ve got you! → Think 2 girls + 2 guys = the perfect cocktail of brainpower and awkward icebreakers 🔹 Not single? No problem! We’ll still team you up with some brilliant minds and maybe a few terrible guessers for balance 🏆 **What’s in it for you?** Glory, bragging rights, and the sweet, sweet taste of Prosecco-fueled victory. 💬 **Come for the trivia, stay for the chaos.** Spots are limited, so grab your seat before your smarter friend does! 🎟️ ​P.S. Pictures might be taken during the event, if you do not want it please let the organizer know. Tickets are non-refundable. **Want more events like this? Join our WhatsApp community:** [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP)

**Skip the waiting list by sending me an email of confirmation of your donation** Hi everyone, Join us on a hike to the thermal waters of the Tamina Gorge caves, an award-winning 2020 Tripadvisor destination: https://www.tripadvisor.com/Attraction_Review-g198797-d1474082-Reviews-Tamina_Gorge-Bad_Ragaz_Canton_of_St_Gallen.html The hike is around 5 h long, intermediate fitness level, 460 m elevation, 15 km. We will walk up the bus route (no cars allowed), cross a natural bridge and back by the mountain next to it. Entry to the caves is 5 CHF, we will buy the tickets at the museum. You can bring lunch or order at the self-service restaurant at the museum. Train schedule: see photo Zurich HB-Bad Ragaz (from 14 CHF) Meeting point is under the blue angel 15 min before the train leaves. I will join you at Bad Ragaz train station. **Booking system:** Mandatory donation of 10 CHF to your favourite charity. To secure your spot or move from the waiting list to the going list, please send me a confirmation of your donation to [[[[[laurameetup@yahoo.com](mailto:laurameetup@yahoo.com)]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/))]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/))]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/))]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/)) Alternatively, you can donate here: [Zurich Weekends and Hiking | Schweizerisches Rotes Kreuz](https://actnow.redcross.ch/en-GB/project/zurich-weekends-and-hiking?tab=overview) Check out our Facebook page: [https://www.facebook.com/share/15HuDGWwiM/?mibextid=wwXIfr](https://www.facebook.com/share/15HuDGWwiM/?mibextid=wwXIfr) Cancelled in case of bad weather. Minimum: 5 persons with confirmed donation; max:15 See you, Laura

Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.

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.

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant. *** Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'! Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life. Mission: grow, support, and provide community for atheists in Central Ohio. Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision. Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge. Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

**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

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