Natural Language Processing

## AI & Dinner - In-person gathering in Vienna Hey there! Join us for another **in-person evening** in Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. Our next dinner will take place soon *(Private Big Tables reserved)* See you there! **AI & Dinner** is the seated, more intimate format of the AI & Coffee community — designed for deeper conversations and real connection around the table. This will be a dinner where we all sit together and **switch places at during the middle of the event**, so everyone gets the chance to meet the full table, connect, and discover new stories. To preserve a great group dynamic, this gathering is **limited to 20 people**. You’re welcome to bring friends if you’d like. The goal is simple: enjoy dinner together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups and previous dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Vienna’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open dinner atmosphere • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your dinner.** Bring your curiosity, your appetite, and your good energy — and join us for an evening of conversation and connection.

Dear friends, The storch-colony in Marchegg/castle is one of the touristic highlights in the region Marchfeld. There are some storch couples, breeding already and we can see them striding through the ponds and seeking frogs. Or cruising over the natural sanctuary of Marchegg. There are lots of other birds as well, like red kites, singing birds or greylags. Some protected plants are for completing an awsome nature event. Unfortunately the public transport is not so easy, than to other destinations. We have to take a very early train from Hauptbahnhof: **08:46 !** The problem is the Bus from Marchegg Bahnhof to Marchegg Hauptplatz, because it\`s a school-bus essentially with a restricted timetable. The alternative is 3 km by foot on asphalt. But the times to return are more comfortable I was there already, to checkout the best ways to go. and i'm convinced, definitely it pays off ! It would be great to see you again greatings from Adi Liebe Leute, die Storchenkolonie in Marchegg ist eine der Top Natur-Sehenswürdigkeiten, die das Marchfeld zu bieten hat. Es sind bereits einige Brutpaare hier, die durch die Sümpfe schreiten, auf der Suche nach Fröschen. Oder über dem Naturreservat kreisen um sich schließlich auf ihren angestammten Nestern auf dem Schloß, oder auf den Bäumen rundherum niederzulassen. Andere Vogelarten sind: Greifvögel, wie der rote Milan, verschiedene Singvögel und auch Wasservögel. Die Flora ist ebenfalls interessannt, mit Arten wie die violette Königskerze, oder die Sommerknotenblume. Dafür müssen wir leider einen sehr frühen Zug in Kauf nehmen, weil der Bus von Marchegg Bahnhof, nach Marchegg Hauptplatz eigentlich ein Schulbus ist, der nicht regelmäßig verkehrt. Abfahrt am **Hauptbahnhof ist daher um 8:46** Nachmittags gibt es aber zum Glück mehr Busse, denn Alternative wären 3 km Fussmarch auf Asphaltstraßen. (ich hab es ausprobiert). Ich freue mich, euch wiederzusehen Schöne Grüße Adi

Du würdest gerne mal nach Paris fahren, aber sprichst kein Wort Französisch? Komm in meinen Kurs und dein Problem ist gelöst! **Wenn du noch GAR KEIN Französisch kannst, bist du hier GENAU RICHTIG!** Der Kurs ist super für EINSTEIGER und vermittelt einige Basiskenntnisse auf Niveau A1. **Es gibt 9 voneinander unabhängige Module zu je 2 Stunden.** Wer möchte, kann auch nur einzelne Termine besuchen. **Mittwoch 29.04., 06.05., 13.05., 03.06., 10.06., 17.06., 24.06., 01.07., 08.07.** * **13.05.: *Nach dem Weg fragen und die Antworten verstehen*** *Dies ist KEIN normaler Sprachkurs - sondern ein lockeres Spielen mit Worten, das dir erst einmal Appetit macht auf die Reise!* *Du wirst am Ende des Kurses NICHT perfekt Französisch sprechen, aber vermutlich in der Lage sein, ein Baguette zu kaufen oder ein Getränk zu bestellen, nach dem Weg zu fragen und auch die Antwort zu verstehen...* **Kurssprache ist Deutsch, mit Übersetzung auf Englisch, wenn erforderlich.** Ich halte diesen Kurs zum ersten Mal, deshalb ist die **Teilnahme kostenlos.** Doch ich bitte um eine **freiwillige Spende für das Nachbarschaftszentrum,** in dem der Kurs stattfindet. Das Nachbarschaftszentrum ist eine unabhängige soziale Einrichtung, die durch Spenden finanziert wird [Nachbarschaftszentrum 15, Wien](https://www.nachbarschaftszentren.at/angebote/selbsthilfe/1/34244-franz%C3%B6sisch-f%C3%BCr-die-reise-mittwoch,-03-06-2026,)

*[Included in the [Tango Learning Pass](https://www.jessicagerdel.com/tango-learning-pass/)] –* Join [Grow Your Tango](https://jessicagerdel.com/grow-your-tango) to work in depth on what makes your dance functional, adaptable and expressive. This course is for you if: * you already know the basics of Tango Argentino * you’ve taken classes before and want to continue your Tango journey * you want to feel more confident in Milongas * you’re ready to refine, not just accumulate steps * you started learning the other role and want to advance on it Spoiler alert: This approach may feel different at first if you’re used to copying steps. Give yourself time to experiment and see everything click. **In this course, you’ll build:** * stronger foundations that hold under pressure * clearer coordination and timing * a more reliable connection with different partners * the ability to adapt instead of forcing sequences * more stable and efficient movements * improved connection to the music and navigation on the dance floor Drop-in €20 10-block €185 Solidaritarif for participants with limited income: -20% **The [Tango Learning Pass](https://www.jessicagerdel.com/tango-learning-pass/) supports you in building your weekly practice with flexibility and consistency. It includes up to 3 classes per week and Focused Prácticas. Check it out [here](https://www.jessicagerdel.com/tango-learning-pass) or ask Jessica.** Follow us on [Instagram](https://instagram.com/abrazatango) and [Facebook](https://www.facebook.com/tangoimmersion/) and join [Jessica's Newsletter](https://www.jessicagerdel.com/tango-argentino-wien/#newsletter) to be the first to know more surprises to come! **Teaching approach** Spoiler alert: This is not about copying and memorizing steps. Jessica's teaching focus is on body awareness, connection, and developing good habits from the start — so what you learn works in real social dance situations and truly supports your dance in the long term. **Check out more about her work at [jessicagerdel.com](https://www.jessicagerdel.com/) and on [Facebook](https://www.facebook.com/tangoimmersion/)/[Instagram](http://www.instagram.com/abrazatango): Abrazatango.** Looking forward to seeing you there!

Have you ever walked away from a conversation feeling misunderstood, even though everything you said made perfect sense? Or noticed how some conversations just flow, while others feel strangely off without knowing why? Most of the time, it’s not about what we say, but about how we connect through language. We tend to respond from our own perspective—offering solutions, emotions, or opinions—without noticing what the other person actually needs in that moment. This evening is about exploring how we connect through different “layers” of conversation. Sometimes we seek solutions, sometimes understanding, and sometimes recognition of what matters to us. When those don’t align, connection breaks down. When they do, conversations suddenly feel easy, natural, and real. Join us for an interactive workshop where we experiment with these different ways of communicating, play with shifting perspectives, and discover how small changes in language can create deeper connection. Expect a mix of reflection, playful exercises, and moments that might just change how you listen and speak \*\*\* If you RSVPed and your plans change, please update your status, to give others from the waitlist a chance. They really wanna join! 🤩 \*\*\* 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. ### 📢 **Stay Updated** Join our Telegram to keep up with all upcoming events: 👉 **t.me/czc_vienna**

*Included in the new [Tango Learning Pass](https://www.jessicagerdel.com/tango-learning-pass/) –* Your first step towards a Tango that reliably works on the dance floor! **Check all details [here](https://www.jessicagerdel.com/tangobasics/).** Tango Argentino Basics is an invitation to start your tango journey with solid foundations, clarity, and trust in your process. Join to learn the essentials of Tango Argentino from a mindful, embodied approach, focusing not only on *what* to do, but on *how* and *why* we move the way we do in this dance. This course is ideal for you if: * You’re a complete beginner in Tango Argentino * You’re returning to tango and want to rebuild the foundations of your dance * You’re looking for a thoughtful, body-aware approach to Tango Argentino within a friendly community * You appreciate a safe space for questions, mistakes, and exploration You’ll learn: * Fundamental posture and body organization * Tango essentials technique, connection, musicality and navigation on the dance floor * How to move with another person comfortably and clearly * The foundations needed to start social dancing, and building confidence in your movements **No previous experience required**, just curiosity to work with the principles that allow you to understand the Tango Argentino language sooner and adapt easier to real social dance situations. **You can join with or without a dance partner, and learn the role(s) of your choice**. Jessica encourages learning both. **Join us at our new studio!** Yes! We moved! A new bigger and nicer space awaits you just across the street from U3 Hütteldorfer Straße, trams 10 / 49 and bus 12A. The S-Bahn gets you there in a breeze from the other side of the city, and a Parking around the corner saves you headaches if coming by car. * **Breitenseer Straße 6, 1140 Wien** (EWTO Akademie - door on the corner) **Every Wednesday (except May 6) until July 29 at 19:00.** Drop-in/try out €20 Full course €230 Solidaritarif for students under 30 years old, unemployed and people with limited income: -20% **The [Tango Learning Pass](https://www.jessicagerdel.com/tango-learning-pass/) supports you in building your weekly practice with flexibility and consistency. Check it out or ask Jessica in person.** Follow us on [Instagram](https://instagram.com/abrazatango) and [Facebook](https://www.facebook.com/tangoimmersion/) and join [Jessica's Newsletter](https://www.jessicagerdel.com/tango-argentino-wien/#newsletter) to be the first to know more surprises to come! **Teaching approach** Spoiler alert: This is not about copying and memorizing steps. Jessica's teaching focus is on body awareness, connection, and developing good habits from the start — so what you learn works in real social dance situations and truly supports your dance in the long term. **Check out more about her work at [jessicagerdel.com](https://www.jessicagerdel.com/) and on [Facebook](https://www.facebook.com/tangoimmersion/)/[Instagram](http://www.instagram.com/abrazatango): Abrazatango.** Looking forward to seeing you there!

## **Join Our Weekly Japanese Practice Space!** Immerse yourself in the **Japanese language and culture** in a casual and welcoming environment! Every Wednesday, we create a space where learners of **all levels** can practice speaking, listening, and engaging with Japanese. Whether you’re a beginner or fluent, you are welcome to join! ## **Event Details** ## **When?** 📅 **Every Wednesday** from 17:00 – 18:00 (often longer!) ### **Where?** 📍 [Villa Vida Café](https://g.page/VillaVidaCafe?share), Wien ### **Who?** 👥 Open to all levels – from beginners to advanced speakers! ## **What to Expect** ### **Japanese Language Practice** 🔹 Improve your speaking, listening, and comprehension skills in a relaxed setting. 🔹 Bring your own learning materials or just come and chat! ### **Japan-Related Discussions** 🌏 Planning a trip to Japan? Get **insider recommendations**! 💭 Feeling nostalgic for Japan? Join us in **reminiscing and sharing experiences**!

\#\# AI & Lunch \- In\-person gathering in Vienna 🇦🇹 Hey there! Join us for another **in-person lunch** in the heart of Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. See you there! **AI & Lunch** is the seated, more intimate format of the **AI & Coffee** community — designed for deeper conversations and real connection around the table. This will be a lunch where we all sit together and so everyone gets the chance to meet the full table, connect, and discover new stories. You’re welcome to bring friends if you’d like. The goal is simple: enjoy lunch together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups, previous lunches, dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Luxembourg’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open lunch in a nice location • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your lunch.** Bring your curiosity, your appetite, and your good energy — and join us for a lunch of conversation and connection.

Hello ! and welcome to our international family in Vienna! [[[Click this Whatsapp Groupchat link to join]](https://chat.whatsapp.com/Jga77Y4PCAJF4byfaVtOeZ) This isn’t just a language exchange — it’s a lively gathering of globally minded souls in their 20s and 30s who love new experiences. We meet every Saturday at 7:30 PM in the heart of the city. Whether you’re a backpacker passing through or a Viennese local curious about the world, you'll find open minds and open hearts here. Come practice new languages, share your culture, and make authentic connections.

⚡ **AI & Coffee — Vienna's In-Person AI Community** AI is moving faster than any of us can keep up with alone. The best way to make sense of it — and stay ahead of it — is by getting in the same room as people who are just as in as you are. That is exactly what AI & Coffee is about. We are bringing together Vienna's most curious, creative and driven minds for an afternoon of open, honest and energising conversations about artificial intelligence — not in theory, but in practice. No slides. No pitches. No pressure. Just real people, real ideas and real connections over great coffee. ☕🤖 The first part of the meetup is where everyone will introduce themselves for 1-3 minutes so that you can get to know who everyone in the room is and also share who you are and what you are looking for. This is the most effective networking concept to make the best out of the time. The other half of the event is just free networking. You will be surprised by how many people will be interested in meeting you after the introduction round, and how many raised your curiosity! See you! *** ☕ **What we will talk about** AI & Coffee is an open conversation — guided by curiosity and driven by the people in the room. Expect discussions around: * What is actually happening in AI right now — the real breakthroughs, the real hype * Tools, projects and experiments people are building and testing * Practical AI use cases across industries — finance, marketing, tech, healthcare and more * Ideas, feedback and fresh perspectives from people at different stages of their AI journey Feel free to bring your laptop if you want to show something you are working on. Some of the best conversations at our last event started with someone sharing their screen. 💡 *** 👥 **Who is this for?** Developers and engineers building with AI Founders and entrepreneurs exploring AI for their business Investors and mentors looking to understand what is coming Researchers and students at the forefront of AI Creatives experimenting with AI tools Corporate professionals curious about AI's impact on their industry And anyone who simply cannot stop thinking about where AI is heading If AI excites, challenges or intrigues you — you belong here. *** ✨ **What to expect** A warm, welcoming and relaxed atmosphere where everyone has a seat at the table. Our host will kick things off with a few conversation sparks and the latest AI highlights — then the rest is yours. Meet, talk, connect and exchange freely. No commitment. No agenda. No pressure. Just the kind of afternoon that leaves you energised, inspired and already looking forward to the next one. *** 🎉 **The only cost is your own coffee or drink.** Bring your curiosity, your ideas and an open mind — and let's keep building one of the most exciting AI communities in Vienna. 🇦🇹 👉 Register now — spots are limited and they go fast!

⚡ **AI & Coffee — Vienna's In-Person AI Community** AI is moving faster than any of us can keep up with alone. The best way to make sense of it — and stay ahead of it — is by getting in the same room as people who are just as in as you are. That is exactly what AI & Coffee is about. We are bringing together Vienna's most curious, creative and driven minds for an afternoon of open, honest and energising conversations about artificial intelligence — not in theory, but in practice. No slides. No pitches. No pressure. Just real people, real ideas and real connections over great coffee. ☕🤖 The first part of the meetup is where everyone will introduce themselves for 1-3 minutes so that you can get to know who everyone in the room is and also share who you are and what you are looking for. This is the most effective networking concept to make the best out of the time. The other half of the event is just free networking. You will be surprised by how many people will be interested in meeting you after the introduction round, and how many raised your curiosity! See you! *** ☕ **What we will talk about** AI & Coffee is an open conversation — guided by curiosity and driven by the people in the room. Expect discussions around: * What is actually happening in AI right now — the real breakthroughs, the real hype * Tools, projects and experiments people are building and testing * Practical AI use cases across industries — finance, marketing, tech, healthcare and more * Ideas, feedback and fresh perspectives from people at different stages of their AI journey Feel free to bring your laptop if you want to show something you are working on. Some of the best conversations at our last event started with someone sharing their screen. 💡 *** 👥 **Who is this for?** Developers and engineers building with AI Founders and entrepreneurs exploring AI for their business Investors and mentors looking to understand what is coming Researchers and students at the forefront of AI Creatives experimenting with AI tools Corporate professionals curious about AI's impact on their industry And anyone who simply cannot stop thinking about where AI is heading If AI excites, challenges or intrigues you — you belong here. *** ✨ **What to expect** A warm, welcoming and relaxed atmosphere where everyone has a seat at the table. Our host will kick things off with a few conversation sparks and the latest AI highlights — then the rest is yours. Meet, talk, connect and exchange freely. No commitment. No agenda. No pressure. Just the kind of afternoon that leaves you energised, inspired and already looking forward to the next one. *** 🎉 **The only cost is your own coffee or drink.** Bring your curiosity, your ideas and an open mind — and let's keep building one of the most exciting AI communities in Vienna. 🇦🇹 👉 Register now — spots are limited and they go fast!

💻 Build Your AI Assistant AI Career Coach * AI Marketing Assistant * AI Content Creator * AI Travel Planner * AI Business Assistant 🧩In this practical workshop, you’ll build your own AI assistant for work, business, or everyday life. ✨Participation fee is 10€ and order a drink 👨‍💻This workshop is designed for beginners, freelancers, professionals, and business owners who want to start using AI in a practical way. During this hands-on session, you will: ✅ Learn how people use AI to save time and work smarter ✅ Discover the most useful AI tools for everyday work and life ✅ Build your own AI assistant step-by-step ✅ Get ready-to-use prompts and templates ✅ Meet like-minded people interested in AI and the future of work 🚀WHAT YOU WILL BUILD You can create: * AI Productivity Assistant * AI Marketing Assistant * AI Career Assistant * AI Content Creator * AI Business Assistant * or your own custom AI helper WHO IS THIS FOR? * Beginners curious about AI * Freelancers * Entrepreneurs * Office workers * Creators & marketers * Anyone who wants to work smarter with AI 📚Bring your laptop and leave with tools you can use immediately. Build your own AI assistant in 2 hours🔥

## AI & Dinner - In-person gathering in Vienna Hey there! Join us for another **in-person evening** in Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. Our next dinner will take place soon *(Private Big Tables reserved)* See you there! **AI & Dinner** is the seated, more intimate format of the AI & Coffee community — designed for deeper conversations and real connection around the table. This will be a dinner where we all sit together and **switch places at during the middle of the event**, so everyone gets the chance to meet the full table, connect, and discover new stories. To preserve a great group dynamic, this gathering is **limited to 20 people**. You’re welcome to bring friends if you’d like. The goal is simple: enjoy dinner together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups and previous dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Vienna’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open dinner atmosphere • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your dinner.** Bring your curiosity, your appetite, and your good energy — and join us for an evening of conversation and connection.

\#\# AI & Lunch \- In\-person gathering in Vienna 🇦🇹 Hey there! Join us for another **in-person lunch** in the heart of Vienna where AI enthusiasts come together to chat, share ideas, and enjoy great food. Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people. See you there! **AI & Lunch** is the seated, more intimate format of the **AI & Coffee** community — designed for deeper conversations and real connection around the table. This will be a lunch where we all sit together and so everyone gets the chance to meet the full table, connect, and discover new stories. You’re welcome to bring friends if you’d like. The goal is simple: enjoy lunch together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups, previous lunches, dinners, many meaningful connections have already formed — and this format is where they really deepen. 🍽️ **We’ll gather for conversations about:** • AI news, trends, tools, and real use cases • Personal projects, ideas, and feedback • Supporting each other’s personal or entrepreneurial journeys • Strengthening Luxembourg’s AI community 👥 **Who’s welcome?** Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people. 💡 **What to expect** • A friendly, open lunch in a nice location • Circulating seats throughout the courses • Great conversations, new perspectives, and genuine connections • No pressure, no presentations — just good people and meaningful exchange **🎉 The only cost is your lunch.** Bring your curiosity, your appetite, and your good energy — and join us for a lunch of conversation and connection.

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who enjoy talking to people from other countries, and those who would like to discuss international travel and culture, and who enjoy getting together for good conversations."

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

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

**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

Nature Printing with Gelli Plate Thursday May 21, 2026 Join local artist Diana Andrews to explore the process of gelli plates. This hands-on, creative experience is suitable for all skill levels, focusing on creating unique monoprints without a traditional printing press. All materials will be provided, but participants are asked to bring additional leaves. Class Fee - $30 6PM - 8PM Location: James Bradley Center, Infirmary Mound Park Register and pay here: [https://www.lickingparkdistrict.com/269/May-2026](https://www.lickingparkdistrict.com/269/May-2026)

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)