Ruby

**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

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 :)

What better way to spend this 27°C afternoon than on the Donauinsel together: * practicing languages * some activity games, * and picnicking (if you bring some food) Be on time so you won't miss miss the Czech delicacies that Jitka (Judith) is bringing :) . Whatsapp group: https://chat.whatsapp.com/GZgEMzjqM3DETqP6E3qMwk and https://chat.whatsapp.com/IbXtEiwJ38wH1rc4hv66gc

This is our weekly event! Hey Badminton Enthusiasts! This meet-up is for all levels: beginners, intermediates and experts. Everyone is welcome to join, test their skills and have some fun together! The host will reserve courts in advance, that means please only register if you really plan to come (or cancel at least 24 hours before the event starts). The fee for this event is 12€ (for the 2 hours). If you plan on paying in cash, please bring the exact amount as the host might not have any change available. We are meeting at about 10:55 am near the reception by the lounge area (next to the courts). Come a bit earlier so you have time to change into workout/sports clothes. The locker rooms are free to use, but for the men lockers you need a padlock - or you can also take your bag of clothes upstairs to the courts if you do not have a padlock. Also, bring clean indoor sports shoes, your racket and a water bottle with you. There is a drinking fountain available if you need to replenish your bottle. If you do not have a racket, it is possible to rent rackets from the club, if necessary (3€). Sometimes the host or other members have spare rackets - please ask in the comment section below! If you are joining our events for the first time, WELCOME! Let the host know that you are new and they will find a place for you. Don't worry, we are an open and friendly group. We are sure you will develop connections with the people in our community in no time! Without further ado - let's play some badminton and have fun together!

Como viene siendo habitual, nos reuniremos nuevamente en Freiraum. Hay una reserva para 20 personas, y muy previsiblemente nos sentaremos en las mesas altas en las que nos sentamos habitualmente. Como suele venir mucha gente, siempre es recomendable llegar puntual. Regresamos al horario de verano y **empezaremos a las 7 de la tarde**. Freiraum está en plena Mariahilferstraße (más concretamente en Mariahilferstraße 117, 1060 Wien), entre las estaciones de metro U3 Zieglergasse y U3/U6 Westbahnhof. El evento tiene la función de que nos juntemos para pasar un rato divertido. No olvides compartir el evento con otras personas interesadas. También tenemos un grupo de Facebook: [https://www.facebook.com/groups/426629184137458/](https://www.facebook.com/groups/426629184137458/) No olvides seguirnos en Instagram: [https://www.instagram.com/cafedelalengua/](https://www.instagram.com/cafedelalengua/)

Das Meridian Qi Gong ist sanft und gleichzeitig kräftigend für den Körper. Wir sind jede Woche am Sonntag draußen im grünen Prater. Komm und genieße das gemeinsame Bewegen im Freien mit der Natur, die Energie, und deinem Körper. Ein wunderbarer Start für deinen Tag! Für mehr Info über das Meridian Qi Gong: http://www.ericaderoo.com/meridian-chi-kung-bewegung-fuer-mehr-vitalitaet-und-lebensfreude/ WO sind wir: Im grünen Prater, genaue Location wird bekanntgegeben nach Anmeldung. Ich bitte um eine verbindliche Anmeldung: 06502649477. Beitrag: €10

**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!

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) ■ 10 euros for 1h ■ 17 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 **2 hours** of badminton! This event is open for all levels, just have fun! Its part of the Sportunion Vienna Badminton Community. We are playing at a school nearby hütteldorf, 14 th district. its just a few minutes away from the main station (U4/Sbahn Hütteldorf). For further infos on the location,please contact the organisator. Bring your own racket, shuttles are provided. You can also likely borrow a racket from our players if you need to. please cancel at least 24 hours before if you can't come- late cancellations might incur the fee.

Hello badminton fans! Before you dive in, let's lay down some housekeeping rules: **1**🚀 This event is open for all levels. **2**🤝 First-timers, please reach out to the host before hitting that sign up button. **3**👥 5 registrations & host = 1 court, 10 registrations & host = 2 courts, 15 registrations & host = 3 courts aso ... **4**🏸 Feather shuttles are on the house. Bring your racket, water bottle, towel etc and maybe a spare racket. **5**🕰️ Arrive early, please! 5-10 mins before kick-off, so that we can start on time. **6**💰 The event costs € 11 for 2 hours include free sauna. Members with "Players Card" pay only € 3. Please pay to the host in cash and bring the exact amount with you. If you would like to pay online, please send the host a message. **7**🚨 Cancellation policy: If you're unable to show up, sign-out at least 24h before showtime. In case you cancel less than 24h before the start and we don't find your replacement, you will still have to pay your fees (No Exceptions). ALSO for wait list people, in case you have joined other events, please choose the option 'LEAVE WAITLIST' **8**🚫 No-show? No communication to the host? Welcome to the ban-zone for future events. Let's keep it real – A short message to the host will save the day. **9**🤜🤛 Sportsmanship is our middle name! Be kind, be cool, and let's keep the vibes high. Any antics otherwise? Your name will show up on the 'Black List' 😉 Get ready for some quality games, laughter, and maybe a few accidental shuttlecock dodges and smashes (not intentionally, it happens). See you on the court! 😄🖖🏋️‍♀️ PS: Find more events in our Badminton Meetup Community: [www.badmintonmeetup.com](http://www.badmintonmeetup.com/)

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.

**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/)

**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\*** TBD **AGENDA:** * See updates to parking below * Doors open at 5:30, feel free to come and hang out before! * Official start of the meeting is at 6:30pm * After the meeting is done, we will go hang out at a nearby space in Bridge Park! If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up! Thank you to Bold Penguin for providing the food and location! **Parking & Arrival:** **Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage. **Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right. \*\*\* We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists. * We give lectures on programming topics * We freely provide decades worth of experience * For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

**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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

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

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

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