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**Hey everybody!** Do you want to code together, share your projects, or just hang out in a creative atmosphere? Then join us at the **Coding Club @ Jo&Joe Hostel**! We usually start with a short introduction round so everyone can get to know each other. After that, you can: * share your achievements or pet projects (informal, just at the table) * get feedback or inspiration from others * or simply work on your own project alongside the group Bring your laptop (or any device you like to code on) if you want to actively work. Or just come by to connect and get inspired. Please try to be on time so we can kick things off together. Looking forward to seeing you there! 🚀

**Deutschsprachiges Comedy Open Mic in Wien. Lachflash statt Tatort – der perfekte Sonntagabend mit neuen Comedians & freiem Eintritt.** # [HOL DIR DEINE TICKETS HERE!!!](https://www.universe.com/events/lachflash-comedy-open-mic-dein-sonntag-thecomedypub-endet-mit-lachen-tickets-8QGW97?ref=MeetUp) Sonntagabend und du überlegst, ob du dich mit Netflix aufs Sofa wirfst oder dich schon auf den Montag vorbereitest? Falsch gedacht! 😏 Wien hat jetzt eine bessere Antwort: **Lachflash Comedy Open Mic**. Jeden Sonntag um 18:00 wird *The Comedy Pub* zur Bühne für deutschsprachige Stand-up-Comedy – roh, echt, witzig, manchmal absurd und immer überraschend. Der perfekte Wochenend-Ausklang für alle, die nicht aufhören wollen zu lachen. **Lachflash Comedy Open Mic** ist das große Finale des Wochenendes. Hier bekommst du einen wilden Mix aus **Newcomern**, die ihre ersten Schritte auf der Bühne machen, und **erfahrenen Comedians**, die neues Material ausprobieren. Manchmal entstehen hier Jokes, die in ein Jahr später in Specials oder Fernsehsendungen landen. Manchmal scheitert ein Gag glorreich – und genau das sorgt für die lautesten Lacher des Abends. Mit **vielen Comedians pro Show** (oft mehr als 10!) erwartet dich ein abwechslungsreicher Abend: * Überraschende neue Stimmen, die dich mit ganz frischem Humor überraschen * Kreative Experimente, die kein Mainstream-Comedy-Club sich trauen würde * Scharfe Pointen von erfahrenen Comedians, die genau wissen, wie man eine Crowd zum Toben bringt Kein Sonntag gleicht dem anderen. Jede Show hat ein komplett neues Line-up – das macht **Lachflash** zu einer Serie, die man immer wieder besuchen kann. Und das Beste: Hier ist das Publikum nicht nur dabei, sondern ein aktiver Teil des Abends. Deine Lacher, dein Applaus, dein Staunen – all das beeinflusst, wie die Comedians ihre Jokes entwickeln. ## 🤔 Was ist ein Open Mic? Ein Open Mic ist das Herzstück der Stand-up-Szene. Es ist keine perfekt inszenierte Show – sondern ein Ort, an dem Comedy entsteht. Hier probieren Comedians ihre neuesten Texte aus, feilen am Timing, improvisieren mit dem Publikum und lernen, was funktioniert. Das heißt: * Manchmal knallt ein Joke sofort – und alle feiern. * Manchmal floppt eine Pointe – und genau daraus wird ein unvergesslicher Moment. * Immer aber ist es spannend, nahbar und authentisch. Wenn du echte Comedy erleben willst – ohne Filter, ohne Drehbuch, ohne Sicherungsnetz – dann ist ein Open Mic genau dein Ding. Und **Lachflash Comedy Open Mic** ist Wiens neue Adresse dafür am Sonntag. ## 🍻 The Comedy Pub – Das Zuhause der Stand-up-Comedy in Wien Die Show findet im **The Comedy Pub** (Kettenbrückengasse 7, 1050 Wien) statt – Wiens erster und einziger echter Comedy-Club. Während andere Bars ab und zu Comedy hosten, ist das hier das Zentrum einer Szene. Oben erwartet dich ein gemütlicher Irish Pub mit Drinks, Snacks und freundlicher Atmosphäre. Unten im Altbaukeller – oder im offenen Pub-Bereich – wird jede Woche Stand-up gespielt, getestet und gefeiert. Die Location ist bekannt für ihr **nahbares, internationales Publikum** und ihr warmes, intimes Ambiente. Und das Beste: mit der U-Bahn-Station **Kettenbrückengasse (U4)** direkt vor der Tür bist du in wenigen Minuten mitten im Geschehen. ## 💡 Eintritt frei – Spenden willkommen Comedy lebt von Community. Damit möglichst viele Menschen Stand-up erleben können, ist der Eintritt frei. Aber: Lachen ist wertvoll – und wenn du einen **Lachflash** hattest, dann zeig das! Am Ende der Show geht ein Hut rum, in den du geben kannst, was es dir wert war. Fair, direkt und die ehrlichste Form von Applaus. ## 🎟️ Regeln fürs Publikum Damit die Show für alle ein Erlebnis wird, bitten wir dich um ein paar einfache Dinge: * Sei pünktlich – die Türen öffnen 17:30, Showstart ist 18:00. * Hör zu und respektiere die Bühne – Comedians geben hier alles. * Lachen ist Pflicht – und zwar ohne Zurückhaltung! * Kein Heckling – die Gags kommen von den Profis. 😉 * Spenden sind willkommen – support your local comedy! ## 🎉 Warum Sonntag? Viele denken: Sonntagabend = Couch, Serien, früh ins Bett. Aber warum so trist? **Lachflash Comedy Open Mic** ist der perfekte Gegenentwurf: eine Show voller Energie, Lachen und Überraschungen – bevor der Montag wieder ernst wird. * Es ist der **perfekte Wochenend-Ausklang** – Comedy statt Tatort! * Ein Fixpunkt, der dich mit einem Lächeln in die Woche schickt. * Ein Raum, in dem du neue Comedians entdeckst, die du sonst nie gesehen hättest. * Und: die einzige regelmäßige deutsche Comedy-Show am Sonntag in Wien – im einzigen Comedy Club der Stadt. Kurz gesagt: Sonntag gehört jetzt nicht mehr dem Montagsblues, sondern dem Lachflash. #LachflashComedy #ComedyWien #StandupWien #OpenMicWien #DeutschComedy #WienLacht #ComedyNightWien #ComedyClubWien #StandupComedyWien #LachenInWien #ComediansWien #LiveComedyWien #ComedyFansWien #ComedySzeneWien #ComedyShowWien #WienEvents #WienNightlife #ComedyLovers #WienOpenMic #GermanComedy #ComedyVienna #ViennaComedy #StandupVienna #ViennaEvents #ViennaNightlife #ViennaOpenMic #ViennaStandup #ViennaFun #ViennaUnderground #ComedyLifeWien #WienHumor #StandupSceneWien #LaughsInVienna #ComedySpotWien #FunnyInWien #ViennaLaughs #ViennaLOL #SundayVienna #WienSonntag #WeekendFinale #ComedyWeekendVienna #SonntagComedy

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) You can drop your layers, bags & whatever else at Café Brenner before the run. 📍 Meeting point: 09:55 at Café Brenner (https://share.google/YQ03QVDuYaga5AFRm) – drop your stuff, say hi. 👟 10:00 warm-up starts outside of the building (Superbude) ➡️ Then we head off on the \~5K Prater loop. ☕ Post-run: coffee back at Café Brenner. ❗️🔒 The storage room at Café Brenner will be locked during the run – but please note: Neither Founders Running Club nor Café Brenner does assume any liability. **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

**Funday – The ultimate English-speaking Open Mic at The Comedy Pub. New jokes, new faces, and big laughs every Sunday! Free entry!** **[🎫 Grab your tickets now and let's turn this Sunday into a day of laughter and unforgettable memories. See you there!](https://www.universe.com/events/funday-english-stand-up-comedy-open-mic-the-comedy-pub-tickets-5JTXWR?ref=MeetUp)** Kick off your week with a laugh at **Funday**, the ultimate English-speaking Open Mic at **The Comedy Pub**! Here, seasoned comedians and brave newcomers take the stage to try out their best jokes, wildest stories, and most daring punchlines. From sharp one-liners to hilarious life stories, you never know what you’re going to get—but it’s always entertaining! ### 🤔 **What is an Open Mic?** An **Open Mic** is the testing ground for comedians. It’s where pros fine-tune their new material, and fresh faces take their first step into the spotlight. It can be amazing…or a total mess—but that’s the beauty of it! The audience gets to witness comedy in its rawest form: unfiltered, unpredictable, and absolutely unique. ### 🍻 **The Comedy Pub – Vienna's Only Dedicated Stand-Up Comedy Club!** Located in the heart of Vienna at **Kettenbrückengasse 7**, **The Comedy Pub** is the city’s premier destination for live English-speaking stand-up. With its cozy Irish pub atmosphere, a fantastic selection of drinks, and an intimate stage, it’s the perfect spot to enjoy a night of comedy. Our club is dedicated to bringing you the best laughs, week after week. ### 💡 **Why is it Free? (Donation-Based Event!)** Comedy needs an audience—your laughter, your reactions, even your groans help comedians sharpen their jokes. That’s why entry is free, and donations are welcome. If you had a great time, show some love. If you didn’t…well, there’s always next week! ### 🎟️ **Audience Guidelines:** To make sure everyone has a great time, here are a few things we ask: * **Be on time:** We start right on schedule. * **Follow the rules:** It’s really not that hard. * **Laugh when it’s funny:** Your reactions shape the show. * **Donate if you enjoyed it:** Show your appreciation for the laughs. * **No heckling:** You will lose. Every time. * **No talking during the show:** Respect the performers and your fellow audience members. This isn’t your living room—it’s a privilege to be here. If you disrupt the show, the audience, or the comedians, you’re out. No refunds, no second chances. We’re here for good vibes and great comedy—don’t mess that up. ### 🎉 **Funday – The Best Way to End Your Weekend with Laughter!** #Funday #OpenMicVienna #TheComedyPub #ViennaComedy #EnglishComedy #StandUpOpenMic #ComedyNightVienna #LiveComedy #ViennaEvents #LaughterIsTheBestMedicine #SundayLaughs #FreeComedyShow #DonationBasedEvent #RawComedy #NewJokes #LiveStandUp #ViennaNightlife #ComedyInVienna #LocalComedians #BestOfVienna #EnglishSpeakingComedy #StandUpShowcase #GoodVibesOnly #SundayFunday #OpenMicNight #ViennaLaughs #StandUpAndLaugh #TheComedyPubVienna #ComedyCommunity #LaughYourHeartOut #ViennaComedyScene

Come write with us at Cafe Pierre every Sunday at 18:00-20:00! A message from Shut Up & Write: "Shut Up & Write hosts free, in-person and online writing events for writers all over the world. Our goal is to ensure that every writer—regardless of genre or skill level—has access to the resources, community, and accountability that they need to be successful in their personal writing goals." And what this looks like at our event: We chat and give short introductions to what we are working on at 18:00, then start writing at 18:15. Though we try to start on dot, being late isn't a problem—just find a spot and get to work! We write until 20:00 and then discuss how our writing went. From fiction to non-fiction, academic papers to poetry, applications to work-related writing—anything goes! Nothing is needed except for you to bring whatever is need to get stuff done, i.e. laptop, headphones, pen and paper, and so on. Optional socialising may happen before 18:00 and after 20:00, or you may choose to use this time to get some more done! Please do order something from the café (drink, meal, dessert, etc.) so as to keep us in their good graces!

This session is for players with solid beach volleyball skills. No beginners, please. **🔔 Update 04.05.2026** *The sport center has split the booked courts, meaning they are not next to each other.* *Because of this, I canceled one court and will continue with two courts only (Court 7 and Court 8).* *As a result, we are changing the system to 2vs2 only.* *👉 Please join only if you have the mentioned skill level, so the games stay enjoyable for you and everyone else.* *Also, a personal note:* *I am not a fan of registering for sessions far in advance and then canceling on short notice or not at all.* *Therefore:* * *I will empty all current participation lists (move to waiting list)* * *Players will be manually added per upcoming session only* * *Please make sure your Meetup notification settings are correct, so you don’t miss the moment when you are moved to the participation list* 🏖️ **How We Play** * 2vs2 only * 2 courts: Court 7 & Court 8 * Sets to 15 points * Rotation after each set * Players rotate fairly across courts and teams ✅ **What We Expect From Players** * Solid and safe beach volleyball fundamentals * Ability to play 2vs2 at a consistent level * Good self‑organization on and off the court * Fair, reliable participation 💰 **Costs** €8–10 per person, depending on the number of participants. ❗ **Cancellations** * Cancellations within 24 hours of the event must be paid (unless a suitable replacement joins) * Waiting list: regulars are preferred, but once you are confirmed, you stay confirmed 🤝 **Fair Play** Respectful behavior only: * No insults * No disrespect * No arguments

## To secure your spot RSVP is not enough. To properly sign up and secure your spot, please fill out the Google Form: https://docs.google.com/forms/d/e/1FAIpQLSeN8avKVUfU2QIiOYVSXahwQWk-2_vgJQweiyyLDwkAquXPCA/viewform?usp=publish-editor Spots are limited. If you sign up and later can’t attend, please inform us early so someone else can take your place. Improv depends on group energy — commitment matters. \*\*\* Improv theatre is one of the best ways to step out of your comfort zone — while actually having fun. In this workshop we’ll focus on: * Storytelling techniques * Scene work * Playfulness and connection * Understanding how comedy works No experience needed. Just curiosity and willingness to try. \*\*\* ## Workshop Structure **First half:** Warm-up games and storytelling exercises to build energy, trust and spontaneity. **Second half:** Scene work. We’ll apply what we explored and create improvised moments together. It’s interactive. You’ll be on your feet. You’ll participate. \*\*\* ## Break & Sharing You’re welcome to bring food and drinks to share during the break. Let’s keep it relaxed and social. Improv works best when we connect not just on stage, but off stage. \*\*\* About talkin’ talkin' is an event series focusing on personal development and social adventures, hosted by amateurs and non-professionals. Every participant has the chance to lead their own talkin' event! We believe that the best way to grow as a person is to go out of your comfort zone, and have fun along the way. You don't think that's possible? Come and join us and see for yourself! The English speaking group invites internationals in Vienna, but also Austrians who enjoy speaking English. We are a group of people who organize monthly Social Adventures, everyone is free to join. This event will be held in English, please respect each other and speak English only. German events will be organized in the future as well. \*\*\* To stay updated about all our events join our Telegram :). [https://t.me/czc_vienna](https://t.me/czc_vienna "https://t.me/czc_vienna")

To contact the main organizer for any information about our events, please use this number: +436767401074 (Also WhatsApp) Welcome to our friendly badminton event! Let's get moving, improve our game, and make new friends. We will be playing every Sunday from 11:00 AM to 01:00 PM. **Very important: this event is for you if your level is intermediate or any higher level above that. 🏸🙂** **If you're joining us for the first time, the organizer will contact you directly to confirm that you have the required level for this event.** Feather shuttlecock will be used for this event, and it will be provided by the host. The location: Tennispoint, Baumgasse 87, 1030 Wien The Price: We try our best to provide you with the best price in Vienna. You will be paying 10 euros for 2 hours. How to pay: We accept card payments and cash (card payments are preferred) Number of players: It depends on how many courts we get, 6 for 1 court and about 10-11 for 2 courts (so we can take a small break between matches) Remember to bring your own racket please, or you can rent one at the reception for about 3 euros **Cancellation policy:** 1- Canceling 48 hours before the event = free cancellation 2- Cancellation after the 48-hour deadline = we will ask you kindly to pay the event fee if we are not able to find a suitable replacement. (No exception) In case of not paying = banned from future events. See you on the court :)

**Note:** Kindly bring cash for any food/drinks purchases under 20 Eur, as the restaurant/cafe accepts card payments only for purchases above 20 Eur. This is a **free** event. Are you ready to practise your language skills? If you want to meet new friends (or the same friends you met at our other events) and practice all the languages you can speak, join us for a fun-filled evening! During this event, you have the chance to choose a Group and talk to people in: 1. **English** 2. **German** 3. **Italian** 4. **Spanish** 5. **French** Our most important rule: Please be respectful to others at all times. Yes, there will be a separate beginners' Group if you aren't fluent in the language yet! It is also a great place to find Tandem Partners for the languages you want to improve in! Get in touch with the Host upon your arrival and he/she will assist you. 🟢📱 here is our WhatsApp link https://chat.whatsapp.com/KtZ1TQB7lnUAJXK5NxwPQU Hope to see you there!!!

Join us for our regular and casual Sunday on playing Padel. We reserve our right to adapt the setup according to the audience level, vibe, health, weather, shape etc SETUP ● 2 courts (2 vs 2), 1 team is rotating or taking a rest court 1: minim 6 players court 2: minim 4 players ● 2 courts - 10-12 people (more players, we make small teams and play shorts, all combination; the hosts have the last word. proposals are welcome) ● The event organisers or experienced player are entitled to send players on the second court ● We are respectfull and warm with each other, our cultural and professional background is diverse. ● New proposals are welcome :). Sometimes we adapt. ● The host toghether with the regular players, can ask new or misbehaved players to step out from the court, in order to maintain the good vibes Price to pay (in cash) (Aprox, for this season, could vary with 1-2 euros) ■ 12 euros for 1h ■ 20 euros for 2h ■ If you need a racket, you can rent it from us for 2 € (if available). Otherwise you can always rent from the venue for 5 €. ■ Cancelation 4-6h, ahead or you pay 10 euros the fee for 1h ● We use the money to cover the courts rent & subscription for renting, smaller hostings or welcome expenses Important ● New commers, intermediate, out of shape, friendly players are playing on their own risk. If they choose to play with advanced players in a more "competitive" way (hitting the ball in the direction of opponent player is allowed). ● Playing competitive is allowed on the first court ● Playing friendly is our main goal. For this we understand both advanced people, who want to consume their energy, and the social people who play for fun. Please collaborate on the court and don't go to advanced court if you are injured or recovering from illness. ● Please anounce the hosts and/or the players on your court, if you have some injuries or specific conditions. ● We love to play social and all levels. ● Be welcoming with newcomers ● Once you know us (couple of games together), You are welcome to hang out with us, even when you can't play.

Join us for our next circle! **Please reserve your spot via Luma!** https://luma.com/07wcuoir \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- An evening to slow down, **meditate, and have thoughtful conversations with new people** and make genuine connections. **No meditation experience needed — just curiosity!** **What to expect** This isn’t a meditation class. It is a space where mindfulness and community meet. Each Circle has three simple parts: **Meditation — Conversation — Connection** • **Meditation:** a short (around 20 min) meditation, where I give minimal guidance and we sit in silence together • **Conversations**: afterwards we create a safe space for conversations that go beyond small talk. We explore how mindfulness can impact different areas of our lives, with a new topic in each circle. You may share or just observe and gain new insights, both are welcome! • **Community:** in the end there will be plenty of time to connect with others in a non-structured format around tea and snacks. Something I've been missing when doing meditation classes elsewhere. To connect with like-minded people! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Costs:** To keep these circles sustainable and cover the rental cost, a contribution of **€15** is suggested. If your current circumstances make this a challenge, **€10** is also perfectly fine—no questions asked. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Background:** Hi, I’m Katja. I’ve been meditating for over a decade. Why the practice brought tremendous benefits into my life and made me a genuinely happier person, I always felt something was missing: **a non-religious community around it.** A space for people who meditate, or are curious about it, but also crave deep, authentic connections with others. Where we can meditate together and talk about the benefits and challenges that come with the practice. To **turn** **it from a solitary practice into a shared experience.** Come join me, if that resonates with you! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- *For more info, please see www.kinspace.at* **FAQs** * Can I come alone? Absolutely. The purpose of the circle is to make it easy to meet others in a natural and relaxed way. * In what language will the circle be held? The main session will be held in English to keep it inclusive for everyone. During breakout conversations, you’re welcome to speak German or any other language if others in the group share it. * Is this similar to authentic relating? The circle has a simple and accessible structure focused on meditation and meaningful conversation. While it’s not an authentic relating event per se, some people may notice similarities in the way it creates space for presence, openness, and genuine connection. * Do I need meditation experience? Not at all. Beginners are very welcome. I’ll provide simple guidance to help you settle in. * Do I have to speak during the circle? No. Sharing is always optional. You’re welcome to simply listen and observe. We do ask that what is shared in the circle stays in the circle, creating a space of trust. * What should I bring? Just come as you are. Comfortable everyday clothes are perfect. To respect the shared silence, I'd ask that phones are turned off and put away during the circle. * What if I’m running late? To preserve the atmosphere of the circle, we'll start on time. Please try to arrive 5–10 minutes early.

Thank you for visiting this event page! * Are you an advanced badminton player? If yes - WELCOME! * The earlier you sign up, the bigger your chance to reserve a place - once 9 players have signed up already, you move to the waiting list. * Once the waiting list has 3 or more members, I will try to book an additional court, but no guarantees. I need to close the registration 24h before the event as I will then have to decide whether to cancel any court due to a shortage of players. The fee per player will be €10.00 for 2 hours. This will also cover the feather shuttles used during play. Please be on time as a curtesy to the other players. In addition, if you are on the players' list and don't come (i.e. no show), you will be automatically excluded from this group.

This is a group for meeting new people, eating brunch, and having discussions about science, life, philosophy, politics, and people. Anybody is free to join, and we charge no fees. This discussion group aims to have the absolute minimal level of structure necessary to ensure the conversation remains engaging to the majority of people present. In particular, we \*don't\* have fixed order of speaking or timed statements. So far, the balance we've struck is enforcing hand raising when conversation gets intense in order to minimize interruption, and to give the chair (me!) the power to occasionally call a snap election on the conversation topic.

This is a **free** event. Hello friends! Meet us there at 12 noon with your favourite blanket and whatever you want to eat and drink. Also a bathing suit and Towel in case you want to jump into the water and Spash around. We will be able to play badminton, volleyball and whatever else you want if you bring the necessary equipment. In addition, there will be music to make the atmosphere even more cheerful. The event is non-profit, so bring anything you want to share with other participants. We look forward to seeing you all for an afternoon of fun and good company on the Donauinsel! We will be meeting at the pin on google maps and sitting close to there. We will post a live location once we are there. Link to our whatsapp: https://chat.whatsapp.com/GrINBEjRptd1Zg3wn0kTkm

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**TBA**

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

**TBA**

**TBA**