Distributed Systems

\-\-\-\-\-\-\-\- \(English version below\) \-\-\-\-\-\-\- **Tanulj meg tangózni 2 óra alatt – még akkor is, ha soha nem táncoltál!** Fedezd fel Dél-Amerika legbensőségesebb és legszenvedélyesebb táncát, az argentin tangót – egy különleges élményt, ahol a mozdulat és az ölelés találkozik. Ez a workshop pont neked szól, ha mindig is szerettél volna táncolni, de nem tudtad, hol kezdd el. * Kezdőknek is ideális – semmilyen előképzettség nem kell * Partner nélkül is jöhetsz – ott párosítunk * Már az első óra végére tudsz táncolni egy tangót **Mit ad neked ez a 2 óra?** * Megtanulod a tangó alapjait, miközben megtapasztalod: * milyen érzés valakivel egy ritmusra lélegezni, * hogyan ad önbizalmat a mozgás, * és hogyan kapcsol össze két embert egy ölelés. A workshop után azonnal csatlakozhatsz rendszeres tangótanfolyamainkhoz, így lépésről lépésre fejlődhetsz tovább. **Dátum:** Május 17. (vasárnap) – 19:00–21:00 **Helyszín:** Budapest, Andrássy út 35. **Ár:** 9.000 Ft – **elővételben 6.000 Ft,** **ha előző napig befizeted.** **Regisztrálj most!** [https://tangolibre.hu/intenziv-tango-tanfolyam/](https://tangolibre.hu/intenziv-tango-tanfolyam/) ///////////////////////////////////////////// **Learn to dance tango in just 2 hours – even if you’ve never danced before!** Discover South America’s most intimate and passionate dance – the Argentine tango. An experience where movement meets connection, and every embrace tells a story. This workshop is perfect for you if you’ve always wanted to dance but never knew where to start. * Ideal for absolute beginners – no previous experience required * No partner needed – we’ll match you up during the class * By the end of the first hour, you’ll already be dancing your first tango * **What will these 2 hours give you?** * You’ll learn the basics of tango while discovering: * how movement builds confidence, * and how an embrace can connect two people beyond words. After the workshop, you can immediately join our regular tango courses and continue your journey step by step. **Date:** May 17 (Sunday) – 19:00–21:00 **Venue:** Budapest, Andrássy út 35. **Price:** 9,000 HUF – **early-bird 6,000 HUF if paid by the day before.** **Frequently Asked Questions** I don’t have a dance partner – can I still come? \- Yes\! Most participants come alone\, and we’ll pair you up during the workshop\. I’ve never danced before – will I feel lost? \- Not at all\. This workshop was created exactly for you\. We teach step by step\, so even complete beginners can enjoy immediate success\. What should I wear? \- Comfortable clothes that allow free movement and smooth\-soled shoes\. That’s all you need\! **Instructors** Szeghalmi Endre & Serbán Andrea : [https://tangolibre.hu/en/intensive-tango-workshop/](https://tangolibre.hu/en/intensive-tango-workshop/)

**Looking to connect, belong, and grow in Hungary?** Join our unique social event designed for people who want more than just small talk. This is a safe, welcoming space where you can: * Meet new people and build real connections * Share ideas and support each other * Practice and improve your Hungarian in a relaxed way * Feel less alone and more part of a community Whether you’re new in Hungary or have been here for a while but still feel disconnected, this event is for you. 💡 This is not just an event — it’s an experience. We focus on meaningful conversations, mutual support, and creating a positive environment where everyone feels seen and heard. **🎟 Why is it paid?** Your contribution helps us create a high-quality, well-organized experience, ensure a committed group of participants, and build a sustainable community where people truly show up for each other. ✨ Come as you are. Leave with connections, ideas, and a sense of belonging.

\-\-\-\-\-\-\-\- \(English version below\) \-\-\-\-\-\-\- **Tanulj meg tangózni 2 óra alatt – még akkor is, ha soha nem táncoltál!** Fedezd fel Dél-Amerika legbensőségesebb és legszenvedélyesebb táncát, az argentin tangót – egy különleges élményt, ahol a mozdulat és az ölelés találkozik. Ez a workshop pont neked szól, ha mindig is szerettél volna táncolni, de nem tudtad, hol kezdd el. * Kezdőknek is ideális – semmilyen előképzettség nem kell * Partner nélkül is jöhetsz – ott párosítunk * Már az első óra végére tudsz táncolni egy tangót **Mit ad neked ez a 2 óra?** * Megtanulod a tangó alapjait, miközben megtapasztalod: * milyen érzés valakivel egy ritmusra lélegezni, * hogyan ad önbizalmat a mozgás, * és hogyan kapcsol össze két embert egy ölelés. A workshop után azonnal csatlakozhatsz rendszeres tangótanfolyamainkhoz, így lépésről lépésre fejlődhetsz tovább. **Dátum:** Május 17. (vasárnap) – 19:00–21:00 **Helyszín:** Budapest, Andrássy út 35. **Ár:** 9.000 Ft – **elővételben 6.000 Ft,** **ha előző napig befizeted.** **Regisztrálj most!** [https://tangolibre.hu/intenziv-tango-tanfolyam/](https://tangolibre.hu/intenziv-tango-tanfolyam/) ///////////////////////////////////////////// **Learn to dance tango in just 2 hours – even if you’ve never danced before!** Discover South America’s most intimate and passionate dance – the Argentine tango. An experience where movement meets connection, and every embrace tells a story. This workshop is perfect for you if you’ve always wanted to dance but never knew where to start. * Ideal for absolute beginners – no previous experience required * No partner needed – we’ll match you up during the class * By the end of the first hour, you’ll already be dancing your first tango * **What will these 2 hours give you?** * You’ll learn the basics of tango while discovering: * how movement builds confidence, * and how an embrace can connect two people beyond words. After the workshop, you can immediately join our regular tango courses and continue your journey step by step. **Date:** May 17 (Sunday) – 19:00–21:00 **Venue:** Budapest, Andrássy út 35. **Price:** 9,000 HUF – **early-bird 6,000 HUF if paid by the day before.** **Frequently Asked Questions** I don’t have a dance partner – can I still come? \- Yes\! Most participants come alone\, and we’ll pair you up during the workshop\. I’ve never danced before – will I feel lost? \- Not at all\. This workshop was created exactly for you\. We teach step by step\, so even complete beginners can enjoy immediate success\. What should I wear? \- Comfortable clothes that allow free movement and smooth\-soled shoes\. That’s all you need\! **Instructors** Szeghalmi Endre & Serbán Andrea : [https://tangolibre.hu/en/intensive-tango-workshop/](https://tangolibre.hu/en/intensive-tango-workshop/)

**Looking to connect, belong, and grow in Hungary?** Join our unique social event designed for people who want more than just small talk. This is a safe, welcoming space where you can: * Meet new people and build real connections * Share ideas and support each other * Practice and improve your Hungarian in a relaxed way * Feel less alone and more part of a community Whether you’re new in Hungary or have been here for a while but still feel disconnected, this event is for you. 💡 This is not just an event — it’s an experience. We focus on meaningful conversations, mutual support, and creating a positive environment where everyone feels seen and heard. **🎟 Why is it paid?** Your contribution helps us create a high-quality, well-organized experience, ensure a committed group of participants, and build a sustainable community where people truly show up for each other. ✨ Come as you are. Leave with connections, ideas, and a sense of belonging.

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

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

**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

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

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.

Westerville Pride Festival Sat\. June 6\, 2026 \| 5 PM \- 8 PM If you're thinking of attending, or being a sponsor, vendor, or volunteer, visit our website at https://www.westervillequeercollective.org/pride for more information! Location and other info will be announced soon :)

**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