Government Contractors

Welcome to the _Historical and Sociopolitical Circle_ part of the Social Book Club! Each month we meet to talk about a book chosen by you! This month’s book is: **Life in a Medieval City** by *Joseph and Frances Gies* (~280 pages). How to get: * ebook: thalia/amazon/morawa * paperback: amazon We meet at JO&JOE (IKEA Westbahnhof) in the 5th floor where you can buy drinks and food. Book description: *The book, part of the renowned series “Medieval Life”, focuses on the city of Troyes, in France, in the year 1250 A.D. to talk about what it was like to live in a prosperous city in 13th century Europe. The authors describe what was the city government like, how trade worked, and how life was for all different types of people.* *This work sweeps away the image of the middle ages as an era of decay and show how Europe was going through a commercial revolution.*

We invite you to spend a slow oriental afternoon at Sculptors and discover the atmosphere, flavors and hospitality of the East in the heart of Vienna. For one day, Sculptors will transform into a warm eastern gathering filled with the smell of fresh **samsa**, tea being poured slowly, beautiful textiles, music, conversations and traditional homemade Uzbek cuisine. *The program includes:* — homemade Uzbek cuisine — samsa and oriental treats — fashion, textiles and jewelry — tea, music and warm conversations — stories, flavors and the atmosphere of eastern hospitality This is not just a pop-up or a market — it is an invitation to experience culture through food, atmosphere, details and people. **Entrance: 20€** In collaboration with **MUZA** Sculptors Event Atelier Berggasse 17, 1090 Vienna

⭐️Speed Networking Vienna Make connections. Find opportunities. Meet new friends. ⭐️Looking to expand your circle, meet inspiring people and actually enjoy the process? This is not just about business contacts — it’s about real human connection, shared interests and new friendships that can grow into something meaningful. 🔄 How it works: 10-minute one-to-one chats, new person each round. Easy, natural and relaxed — no awkward vibes, no forced conversations. ⭐️Perfect for people from different professions who want to connect, collaborate, exchange ideas and simply meet great new people. 💎Price 10€ (cash) and order a drink 📌 Limited spots. Please register if you are really come and unregister if your circumstances changed. If you are registered and won’t come you can loose the possibility to join next time. Come for the networking. Stay for the conversations. Leave with new contacts and new friends. 💬✨ Join us on Instagram https://www.instagram.com/makegoodfriends?igsh=YjA2czVxNjF0cGJi&utm_source=qr

**Focused Práctica for all levels –** *Included in the [Tango Learning Pass](https://www.jessicagerdel.com/tango-learning-pass/) and the semester/yearly subscription to the [Tango Immersion Program.](https://www.jessicagerdel.com/tangoimmersion/) Attending just the Práctica? Get advantage of the 5-block (€60) and the 10-block (€100). Single Práctica sessions are €15.* Looking for a space to practice Tango Argentino with intention? The Focused Prácticas are open practice gatherings for dancers of all levels, whether you’re just starting out, deepening your foundations, or refining more advanced skills. **You’re welcome to:** * Train individual technique or work in pairs. * Practice the role(s) of your choice – Most regular attendants practice both. * Explore what you want for as long as you like. * Repeat, research, and integrate what you’re currently learning – wherever that may be. **This is not a class, and not a milonga.** **It’s a space for mindful practice with feedback, curiosity, and experimentation.** There's plenty of room for those who want to practice navigation in ronda or something else on a fixed spot without disturbing each other's process. It's not required to attend Jessica's classes to join, the Focused Prácticas are open to all backgrounds. **Here you can expect:** * A welcoming, respectful atmosphere * Space to focus without pressure * Supportive presence if questions arise * Freedom to choose what you want to work on Socializing and exchanging feedback with others is welcome; consent and respecting each person’s process is the base. When Jessica is traveling, the Focused Prácticas are hosted by Justina. **When & Where?** During our monthly [Tango Immersion Weekends](https://www.jessicagerdel.com/tangoimmersion) (like today) it takes place on Saturday at 20:15 at Zentrum Exist (Sechshauser Straße 36-38, 1150 Wien - Seminarraum). All other weeks it's on Sundays (check details [here](https://jessicagerdel.com/tangopractica)) **Whether you’re building foundations, maintaining a regular practice habit, or simply looking for a place to dance with intention, you’re warmly invited.** Come as you are. Practice what matters to you. Grow together with intention. See you on the dance floor! **Check out our full calendar at jessicagerdel.com** **Facebook/Instagram: Abrazatango**

Peru: Coast to Clouds – Sea Lions, Machu Picchu & Rainbow Trails. **1 spot left** Would you like to go on unforgettable journey through Peru? where ancient legends, natural wonders, and thrilling adventures collide. This unique itinerary takes you from the vibrant streets of Lima to the mystical heights of the Andes, offering a rare blend of wildlife encounters, cultural immersion, and bucket-list experiences. ✅What’s Included: Shared accommodation (SEPARATE BED) Experince swim with sea Lion Hike & Guide to Rainbow Mountain 4xBreakfast Buffet lunch 1x **Date: 16-24 May 2026** Arrival Airport: Lima Airport Meet up: at the accommodation [Click here ](https://www.joinmytrip.com/en/trips/peru-discovery-adventure-machu-picchu-rainbow-mountain-sea-lions-Ufws)for more details or [DM me on WhatsApp here ](https://wa.me/393755267768)or Instagram [@windyrann_](https://www.instagram.com/windyrann_), if you are interested in joining!

-Outdoor Functional Training for All Fitness Levels- Join us as we combine healthy, balanced movement with fun, gamified ideas to give you our unique FUNctional training! And in case that doesn’t really tell you what to expect, just think short intervals of exercise combined together in a playful and interactive way to help you strengthen your body in a sustainable way while allowing you to meet new people (and often even forget how hard you’re working out). As a reminder for those nervous about their fitness level: Everything we do, we do with all fitness levels in mind; so the exercises are always adjustable to your level and you’re always strongly encouraged to take it at your own pace - I mean, we’re not called My Pace for nothing! How to find us: We meet and train behind the calisthenics workout station on the Zirkuswiese of the Prater. Here a link to the location on Google maps: https://maps.app.goo.gl/QdRPEaYTiavZbmVW7 Cost: In the interest of inclusivity, we've decided to make our sessions donations based here, so you're invited to pay what you can afford. If that actually makes you more uncomfortable and doesn't make it easier to come, know that we've received donations from €2 to €20 and they all made us very happy, because our primary goal is to get people moving and to show them it can be fun all in all. The money is secondary. One other thing that’s useful to know: - In the case of bad weather, we do have a back-up location that will protect us from the rain. Should we need to move, we will change the location of this event here. Please feel free to check back here before any event where you suspect bad weather or, even better, simply get in touch with us! We’re available via WhatsApp message or email. --- If you'd like to know more about My Pace, feel free to visit our website at https://www.mypace.at

Hi Running fellows, Whether you’re a walker, new to running, a semi-pro, a marathonist or a sprint star - if you want to start your weekend in an active way and enjoy the outdoors in lovely surroundings with a fun, international and multilingual group of people, you are welcome to join us! Every Saturday at 9:30 am, we meet, we run, in the magnificent Schönbrunn park, and then we go for breakfast. Want to discuss politics or the best recipes for banana pancakes? Not a problem. Not feeling social? Tune out with your earbuds - we can talk over breakfast. We are casual. You can be too. What to expect: Start by meeting Adrian, Ali, Liz, Paul and Sonia on-time at 9:30am outside the Schönbrunn U-Bahn stop (exit Grünbergstraße). (Coordinates: 48.1858130, 16.3200640) From there, we walk to the side park entrance where the “running” part begins. The important thing is that you run at your own pace. Typically, small groups of people will run at the same pace as you, so you never have to walk/run alone :) We finish one hour later, at about 10:40am, reconvening just inside the Hietzinger Tor exit. (Coordinates: 48.1858825, 16.3032647). From there, we’re off to breakfast! Breakfast Details: Anker bakery opposite the U4 Hietzing station and depending on the weather, grab something for a picnic in Schönbrunn park, or hang out in the bakery. If you missed us earlier, you can always go there around 10:45. We are a fun group of runners who don’t take things too seriously. We meet, chat, RUN, stretch, chat, EAT and we hang out over a beer every now and then. It's that easy. Please join us for breakfast after the run! The more the merrier. Typically we are 10-30 people, as not everyone who comes signs up on meetup. Important disclaimer: Please only run as much as you feel you can, considering the temperature, weather conditions, your own fitness etc... run and walk at your own pace as the organizers do not assume any liability for any injuries or health issues. Sonia, Adrian, Ali, Paul and Liz

**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/)

This is an event for ages 16 and up. Children are not allowed to participate. We cannot guarantee age-appropriate scenes and exercises. We meet at Donauinsel Coordinates: https://maps.app.goo.gl/FVhWPCS2ttP4EQ4Q8 We advise you to join the WA-Group because we maybe move to a different meadow. And the exact coordinates where we are will be posted there. **Stop overthinking and start playing!** 🌿 This session is a soft, safe space to practice being present and letting go of perfectionism. Please note: The main part of this session will be held in **German**. **Raus aus dem Kopf, rein in den Moment!** 🎭 Hast du das Gefühl, oft festzustecken oder alles perfekt machen zu wollen? Improvisationstheater ist das perfekte Training gegen Procrastination und Perfektionismus. Hier lernst du, dem ersten Impuls zu vertrauen und mit dem zu arbeiten, was gerade da ist. **Outdoor Vitality:** Training by the water is pure mindfulness. Nature helps calm your nervous system and instantly stops overthinking. Fresh air, open space, and improv—the perfect combo to clear your mind and boost your well-being. **Bonus für Körper & Geist:** Das Training am Wasser ist Achtsamkeit pur. Die Natur hilft dir, das Nervensystem zu beruhigen und das Gedankenkarussell sofort zu stoppen. Frische Luft, weite Sicht und Impro – die beste Kombi, um mentalen Ballast einfach abzuwerfen. **Was dich erwartet:** In einer wertschätzenden Atmosphäre nutzen wir einfache Spiele und Bewegung, um: * 🌱 **"Ja, genau!" zu sagen:** Impulse annehmen statt sie zu zerdenken. * ✨ **Fehler zu feiern:** Perfektionismus ablegen und spielerisch "scheitern". * 🧠 **Präsenz zu stärken:** Ganz im Hier und Jetzt reagieren. **Der Ablauf:** Wir starten mit 1,5 Stunden lockerer Gruppenspiele. Danach folgen sehr kurze, lustige Impro-Szenen. **Wichtig:** Du machst nur das, worauf du Lust hast. Es ist ein Safe Space – keine Vorkenntnisse nötig! 👤 **Host:** Simon Brauner (über 70geleitete Trainings) Das Event ist kostenlos. Wir freuen uns über Spenden. The event is free. We welcome donations. **Komm vorbei, lass den Planungsmodus hinter dir und entdecke die Freude am Moment. Wir freuen uns auf dich! 💚** WA-Gruppe: [https://chat.whatsapp.com/JgmE1fAt7284tf0eIFlBtI](https://chat.whatsapp.com/JgmE1fAt7284tf0eIFlBtI) This is a German-speaking improv session focused on mindfulness and overcoming mental blocks. No acting experience needed - just bring your presence and curiosity!

**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! 🚀

Talk, socialise and meet new people in Pickwick's! What is featured: -Music that is not too loud -A cozy atmosphere -Main focus is socialising and talking -No entrance fee or membership fee (order at least 1 drink for common courtesy) -Food is also available to order -There is no agenda, just come and talk around. Wanna stay only for an hour? Wanna stay until closure at 2 a.m.? All up to you. You can find our whatsapp group via this link: https://chat.whatsapp.com/JnaWvfYv1czBMlzsVEmSDP How to find us? We will be downstairs to the right at Pickwick's! Spontaneous coming is always welcome, but if you are sure you are coming please RSVP together with your + people so we can give an approximate heads up to the owner regarding reservations. We are looking forward to meeting you all.

Hey everyone, on May 16, 2026, we’re putting together a relaxed Eurovision evening in Vienna. I will send the exact meeting point on our Whatsapp group: [https://chat.whatsapp.com/BcW5t5XNIqA7oV9mrBe1JS?mode=gi_t](https://chat.whatsapp.com/BcW5t5XNIqA7oV9mrBe1JS?mode=gi_t) We’ll start at 19:30 by meeting at the **Eurovision Village**, where we can walk around, enjoy the atmosphere, grab a drink, and ease into the night together. Expect a lively atmosphere, big screens, and a fun crowd reacting to every performance, vote, and moment of the show. You’re welcome to join for the full evening or just one part of it. Come as you are, bring a friend if you like, and enjoy Eurovision night with us in a social and easygoing setting.

(Deutsch unten.) Sunday's portrait sessions start at 3 PM. Everyone is welcome to join our Open Sessions, just bring pencil, paper and any other utensils you may need. (Easels & Boards are available in the atelier). One pose will be maintained for the whole session, so that it is also possible to paint in watercolor, oil, etc. For the breaks we will offer some drinks and snacks. Free snacks and non-alcoholic drinks are available. Registration through this Meetup is suggested but not required. You can pay the 12 Euros fees in cash upon arrival. For more information, feel free to send email at info@viennaatelier.com Looking forward to see you soon! ============================= Die Porträtsitzungen am Sonntag beginnen um 15 Uhr. Bringe Bleistift, Papier und andere Materialen selbst mit, Staffeleien & Bretter gibt es im Atelier. Die gleiche Pose wird, unterbrochen von kleinen Pausen, über den gesamten Zeitraum beibehalten, daher ist es auch gut möglich mit Aquarell, Öl, usw. zu malen. Kostenlose Snacks und alkoholfreie Getränke stehen zur Verfügung. Eine Anmeldung über dieses Meetup wird empfohlen, ist aber nicht erforderlich. Sie können die 12 Euro Gebühr beim Ankommen in bar bezahlen. Für weitere Informationen senden Sie bitte eine E-Mail an info@viennaatelier.com

Hi Folks, The team at SOCB have created an event at Nössing wines Buschenschank in Stammersdorf to celebrate SOCB works and the 4th International Conference of Sustainability Inside and Outside (15th & 16th May 2026). Come and join the team and the like minded professionals and community to network, mingle and socialise in the Buschenschank garden overlooking Vienna on Sunday, 17 May 2026, from 4:00 pm to 8:00 pm. Complimentary food, music & networking is available. **Program** 4:00 – 5:00 pm: Welcome and Introduction 5:00 – 7:00 pm: Food and Music 7:00 – 8:00 pm: Networking **\*\*To sign up please click the link below to an Eventbrite registration or scan the QR code in the image header\*\*** [https://bit.ly/4vmvL9m](https://bit.ly/4vmvL9m) Who are SOCB? School of Collectively Building is an organisation representing sustainability in both education and research, through international conferences, courses, and regular research calls on climate and sustainability, guided by the United Nations Sustainable Development Goals. Selected work is exhibited and published for public open access. Looking forward to seeing you there!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Do you want more motivation and confidence to build Lasting Relationships? This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Are you burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival, while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This class is held at the Dianetics and Scientology Life Improvement Center.

Interested? Contact Preston Moore k.preston.moore@gmail.com 614-300-5989 ———————————— Engaging in men’s work is the new way to forge friendships while being open-minded to personal growth. Many men experience healthier relationships, personally and professionally, by engaging in this work. Open Men’s Group is a container for men to share vulnerably without receiving judgment or feedback. We believe that emotionally mature, powerful, compassionate, and purpose-driven men will help heal some of society’s deepest wounds. We support the powerful brilliance of men and we are willing to look at, and take full responsibility for, the pain we are also capable of creating – and suffering. We care deeply about men, our families, communities, and the planet. Visit ManKind Project USA to discover more. https://mkpusa.org/

Join us for this free, in person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Do you want more motivation and confidence to build lasting relationships? Are you burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival, while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is held at the Dianetics and Scientology Life Improvement Center of Central Ohio.

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.

# **Saturday, May 16, 2026** **Beginners’ Session 1:30 to 2:00 PM** **Dancing 2:00 to 4:30 PM** **Please note that this is an afternoon dance!** **You are invited to join us for dinner at Olive and Lime (in the church’s back parking lot) after the dance.** **Kim Thompson, from Athens, will take the mic and we’ll dance to the music of Roscommon Sessions. Kim will lead us through a variety of old and new dances that welcome newbies and delight experienced dancers.** **Roscommon Sessions, a traditional Irish music quartet from Columbus, Ohio, began their musical journey centered around the energy and spontaneity of Irish sessions. They are excited to bring their lively jigs and reels, a couple of flowing waltzes, and the occasional musical surprise to the All Soles contra dancers!** **Roscommon Sessions is Steve Steele (guitar), Jim Lindroth (percussion), Carol Metheny (fiddle) and Sarah Sigmon (fiddle).** **We hope to see you dancing!** **Location: First Unitarian Universalist Church, 93 W. Weisheimer Road, Columbus, OH 43214.** **Cost is $10 for adults, $5 ages 12-25.** **New to dancing? A beginners’ session, from 1:30 to 2:00 PM, will get you started. You will learn some basic figures that will be repeated in the afternoon’s dances. All dances will be taught and no partner is needed. Dancing is from 2:00 to 4:30 PM.** **Please bring your own refillable water bottle.** **All Soles Dance upcoming dance dates are, as follows:** **June 20, 2026** **Tentative:** **July 25, 2026–Summer Potluck and Dance** **No August Dance** **September 26, 2026** **October 17, 2026** **November 21, 2026** **December 19, 2026** **Visit our website at: https://firstuucolumbus.org/connection/all-soles/**

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