Software Configuration Management

I'm excited to host the 21st edition of *Strangers to Friends*! Every event so far has been warm, fun and full of great connections. So we’re doing it again! Curious about our previous events? Check out our photo albums (only visible on the laptop version of Meetup). **What to expect** * A safe, relaxed environment to meet both locals and expats, whether you want to meet new people, experience an international atmosphere or talk about business, it’s all possible. * Start the evening with a few rounds of conversation cards: pair up with someone you don’t know, answer meaningful questions and rotate every 10 minutes. Within just one hour, you’ll get to know several people really well and enjoy meaningful conversations. * Everyone comes on their own, so it’s easy to connect. **Practical details** * Doors open at 20:00, after 30 minutes we start with conversation cards * Venue: Boekencafé Libertas, Klarendalseweg 477-1, Arnhem * 20 min walk from Arnhem Central * 7 min walk from Arnhem Velperpoort * You’ll receive 1 drink token for (beer/wine/soft drinks) and snacks all night! * Find us on the right side of the café at the bar, by the window and garden Bring a smile and join us for an evening where friendships grow, business ideas spark and real-life connections happen. Back to basics, away from screens, meeting face-to-face. Warm regards, Julia

Iedereen is welkom op onze open Freedom Friday Bitcoin Turnhout Meetup @ het super gezellige café Sint Pieter - Grote Markt 60, 2300 Turnhout Geen presentaties. Geen workshops. Gewoon 1 onderwerp: bitcoin. **Connect with Like-Minded Minds** Engage with the Bitcoin community and mingle with fellow enthusiasts. This meetup is your chance to discuss the future, share ideas, and network with pioneers in the decentralized money world. 🏢 **Central Location**: café Sint Pieter ligt perfect centraal, een ruim cafe op de grote markt van Turnhout. Mark your calendars and spread the word!

[Tickets here – advance booking required!](https://jiadamahjong.com/products/a-mahjong-night-grand-cafe-living) Welcome to **Jiada Mahjong**, a place to learn, play, and connect around the table. Whether you’re completely new or already know the game, you’re welcome. Beginners are guided step by step, while experienced players can jump straight in and play at their own pace. On **Friday, 1 May**, we are hosting **A Mahjong Night** at **Grand Café LIVING in Utrecht**. Expect a relaxed, beginner-friendly afternoon of Mahjong, where you’ll learn the game, play together, and meet new people in a laid-back atmosphere. **How it works:** 🕑 18:20 Arrival, order drinks and meet your table 🕞 18:45 Short introduction for new players 🕒 19:15 Start playing in small groups 🕔 ±21:00 Wrap up your game ✨ **What to expect:** * Step-by-step Mahjong introduction * 2,5 hours of casual play with guidance * Including 2 drinks (softdrink, beer or wine) * Including 2 bites (bittergarnituur) * Relaxed music and social atmosphere * Meet new people and share a table 📅 Firday, 1 May 🕒 18:30 – 21:00 🏷️ €17.98 📍 **Grand Café LIVING**, Weg tot de Wetenschap 400, 3584 CN **Utrecht**

## Details **What is Toastmasters?** Toastmasters International is a nonprofit educational organization that’s been empowering people to become confident communicators and leaders since 1924. Worldwide, there are more than 266,000 members in over 14,200 clubs in 150 countries. In the Netherlands, there are over **40 clubs** across the country, including those in major cities such as Amsterdam, Utrecht, and Rotterdam. This network of clubs and their learn-by-doing program is sure to help you improve. You can visit Toastmasters clubs as a guest or become a member. **What does a meeting look like?** Some of the members give short, prepared speeches, which other club members later evaluate. A typical meeting also includes short impromptu speeches. In this improvisation part of the meeting, everybody gets a chance to speak, including guests, if they wish. We usually end the evening with a drink at the bar. **How do I become a guest at a meeting?** It’s easy! Simply RSVP for one of our upcoming meetings here on Meetup to let us know you’re coming. If you have any questions, contact us at [utrechttoastmasters@gmail.com.](http://utrechttoastmasters@gmail.com./) If you visit and like us, we can talk about membership! **Additional information** Our cozy venue has a maximum capacity of 30 people - perfect for an engaging. Please be on time to grab a seat and mingle before the speeches begin!

📍 Hilversum Station, 10:00 → Pinetum → back by ~14:00 🚶‍♂️ Short walk (~20–30 min each way) 🎯 Main location: Pinetum Blijdenstein (€4 entry) This time we’re keeping it shorter and focusing on one beautiful spot: the Pinetum — a small botanical garden dedicated to pine trees, full of interesting shapes, textures, and quiet corners to sketch. We’ll meet at Hilversum Station at 10:00, walk together to the garden (arriving around 10:30), and spend about 2 hours sketching. There are some benches, but not many — please bring a foldable chair if you’d like to sit while sketching (blankets won’t work here). Around 12:30, we’ll head back toward the station. If people feel like it, we can grab coffee and maybe lunch at Mout before wrapping up around 14:00. Bring: Sketching materials Water Foldable chair Comfortable clothes + an extra layer No pressure on skill level — quick sketches, detailed studies, or just experimenting are all welcome. Come for the trees, stay for the sketches 🌲✏️

Join us every first Friday of the month to hang out and have a drink. Start off the weekend in a fun way :) Meet familiar faces or some new people, especially if you're new in town. Sunny May Day is here - you should get enough vitamin D outside, and for any other medicine come to De Apotheek! It used to be a pharmacy, but now they serve drinks. Plenty of space at an unsuspecting location - last year was fun. If you can't make it on Friday, try joining Mingle Mania Tuesday drinks. For even more socializing and events in Utrecht, join our [WhatsApp community](https://chat.whatsapp.com/GopSuzuFKRBKeYVKQrX4pE). Feel free to visit our [website](https://utrechters.net). We (your event hosts) are proud to organize this gathering as volunteers, free of charge and without any financial profit for ourselves, with the intention of strengthening local community and that everyone has a nice time. With that in mind, please note that it is nice to support the venue by ordering a drink. We greatly appreciate if you settle your bills at latest by the end of the evening.

Join us for a fun session of improv theatre in English! A great opportunity to meet new people in Utrecht and learn something new with [Improv Utrecht](https://improvutrecht.nl). Everyone can partcipate, you don't need any experience in theatre nor fluency in English. In this session you will: * Meet fellow international and local players. * Learn the basics of improvisation, a 21st-century skill that is useful in many aspects of life. * Get out of your head. * Enjoy failing. * Play funny and moving theatre games. * Laugh a lot, while surprising yourself and others. Doors open: 19:50-20:00, come in with the others ([SIDE entrance, at the Troelstralaan](https://maps.app.goo.gl/ntLDUqbkDxMHjp7B7)). After 20:01 the door may be closed, but you may find a participant who knows the door code. Workshop: 20:00-22:00 Every Friday except in school holidays Afterwards we have drinks at [O'Leary's](https://maps.app.goo.gl/gL878K1MZf8v5fpm7) pub together ### How to sign up Full details about how to sign up and any other questions you may have can be [found on our website](https://www.improvutrecht.nl/drop-in-workshops/). An RSVP in this Meetup event is not enough! We track attendance by counting the attendants in GrasshopperSignup. If you flag yourself as attending and can no longer make it, please delete your x in the sheet so that someone else can take your spot. If you leave your contact details at the Signup form we will contact you if there is a problem with a drop-in you are scheduled to attend. We also have a WhatsApp group with a variety of members from across Utrecht where we share events and updates. You can find our courses and shows on [our website](https://www.improvutrecht.nl). Participation is pay-what-you-can, but we suggest a donation of €10-20 by cash or Tikkie to help cover costs (location, travel) and show your appreciation for our professional trainers who dedicate their Friday to promoting improv.

'CONVENIENCE STORE WOMAN' by Sayaka Murata 'Keiko Furukura had always been considered a strange child, and her parents always worried how she would get on in the real world, so when she takes on a job in a convenience store while at university, they are delighted for her. For her part, in the convenience store she finds a predictable world mandated by the store manual, which dictates how the workers should act and what they should say, and she copies her coworkers' style of dress and speech patterns so that she can play the part of a normal person. However, eighteen years later, at age 36, she is still in the same job, has never had a boyfriend, and has only few friends. She feels comfortable in her life, but is aware that she is not living up to society's expectations and causing her family to worry about her. When a similarly alienated but cynical and bitter young man comes to work in the store, he will upset Keiko's contented stasis--but will it be for the better? Sayaka Murata brilliantly captures the atmosphere of the familiar convenience store that is so much part of life in Japan. With some laugh-out-loud moments prompted by the disconnect between Keiko's thoughts and those of the people around her, she provides a sharp look at Japanese society and the pressure to conform, as well as penetrating insights into the female mind. Convenience Store Woman is a fresh, charming portrait of an unforgettable heroine that recalls Banana Yoshimoto, Han Kang, and Amélie.' ***Please read the book and join us for a lively discussion (in English) about the contents during our afternoon book club meeting.*** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **PLEASE NOTE:** This is an IN-PERSON event in Amersfoort, The Netherlands. Please cancel your attendance in advance if you are unable to join, so that those on the waitlist can participate. Looking forward to seeing you all IN REAL LIFE then! Best regards, Sandra

Let us meet, have a coffee and code together, or just discuss :)! This Meetup is everyone that considers himself "Techie", in the broad sense and wants to socialize :). Join us and chat, ask your questions, or work on your own projects. The choice is yours! There is no agenda, this is simply a gathering of interested folks :). We're meeting at Lebkov right inside the Utrecht Centraal station. We're typically sitting at the large table. Search for the folks with the laptops in the back! You are very welcome to join whether you are an experienced developer, or simply interested and want to chat!

## 🎨**Activity for EXPATS & English Speakers** ☕ Are you an art enthusiast living in or around **Amersfoort, Hilversum, Utrecht, Nieuwegein, IJsseltein, De Bilt and the rest of cities of the Utrecht's province** who love painting or drawing? Maybe you've felt the joy of creating but struggled to find others who share your passion and speak **ENGLISH**? **You're not alone! 😉** ✨✨✨✨✨✨✨ ## 🖌️**About this event** You will meet other Art Lovers like you to Draw, Paint and have some drinks Together ! Our events are not just about sketching or creating art—they’re about building connections. Every two weeks, we meet at a café to have a relaxing time drawing a painting. Please keep on mind that **ENGLISH i**s the official language we will use to integrate everyone in our conversations. ⭕⭕⭕➡️ **IMPORTANT ⬅️** ⭕⭕⭕⭕ ### 👩🏻‍🎨**Book formally your Seat 🪑via [WHATSAPP](https://bit.ly/3BXXE0f)** **If you want to confirm officially your attendance and separate your seat🪑. Book your seat in meet-up, and contact us via [WHATSAPP HERE](https://bit.ly/3BXXE0f) to receive more information on the address of our activities.** **Thanks a lot for your understanding!** 💐🥰 ✨✨✨✨✨✨✨ ### 👩🏻‍🎨**How Does It Work?** This event is simple, this initiative takes 2 Hours. Most of the participants use pencils, water pencils or watercolours. Main aim is to socialize while we draw. There will be plenty of time to talk and get to know each other. We have to mention that this event is suitable for all levels. Many have started to draw in our event actually. Also it is very important that you **[JOIN US AT OUR WHATSAPP COMMUNITY](https://bit.ly/3BXXE0f),** to stay up to date on our upcoming events and participate in our Drawing and Painting Contests! **👉: [https://bit.ly/3BXXE0f](https://bit.ly/3BXXE0f)** 🍀 ✨✨✨✨✨✨✨ ### ☕**Where?** We will meet in different cafes mainly in the *center of Amersfoort ( and some occasions in other cities around)*. I will inform you of the exact place some days in advance this event. The place will depend on the number of attendees. ✨✨✨✨✨✨✨ ### **🎟️ What is included?** 🟢 **2 HOURS TO HAVE FUN!** 🟢 **15 mins warming-up creative activity and paper material**🖌️🎨 🟢 New friendships and **conversations in ENGLISH** in a relaxed atmosphere 🟢 **Souvenir picture** with you and the rest of Art Lovers 📷 🟢 Exclusive **access to our Art Lovers Community** on which you will receive: ***\~\~\~ Drawing challenges,*** ***\~\~\~ Training content,*** ***\~\~\~ FREE Entries only to members*** ***\~\~\~ Drawing Competitions*** 🟢 Time to **create alongside fellow artists and amateurs** 🟢 The freedom to **work at your own pace** 💃🕺🎈 ✨✨✨✨✨✨✨ ### 🖼️**Art Materials?** Bring your own practical art materials to be adaptable to sketch on a coffee table. Like your sketchbook, pencils, watercolor, markets, pencils, your Tablet..etc ✨✨✨✨✨✨✨ ## **See you to Paint, Draw, and drink together!🌟☕🍷🍪🍰**

Join us for a scenic and varied hike around Oosterbeek, one of the most versatile routes in the Netherlands 🌿 Expect a mix of forests, riverside paths, historical landmarks, and open landscapes along this beautiful circular walk. 🥾 What to expect: • A circular hiking route starting from Oosterbeek station • Approx. 13 km | moderate level (good fitness required) • Forest trails, boardwalks, and riverside paths • Highlights include streams, viewpoints, and scenic nature spots • Historical sites including WWII memorials and landmarks • Unique landscapes including floodplains and countryside charm 📍 Starting point: Oosterbeek Station (easy access by train and bus) 🕒 When: Saturday, May 2 Meeting time: 11:00 AM at Oosterbeek Station We’ll wait about 15–30 minutes before starting, so departure around 11:15–11:30 🚗 Getting there: Reach Oosterbeek easily by public transport • Train: Direct to Oosterbeek Station (meeting point) • Bus connections available nearby • Parking available around the station and in town 💬 Stay connected: Join our WhatsApp group for coordination, carpooling & updates: https://chat.whatsapp.com/Fv8Kqa3jMNK9nHKKAMV8SZ Follow our Instagram for photos & upcoming events: https://www.instagram.com/globeglide_?igsh=MWp3a2t6MmpocWFmZA%3D%3D&utm_source=qr 🌼 Let’s enjoy a day of walking, nature, and great company! ⚠️ Disclaimer: This is a casual, non-commercial meetup organized by hiking enthusiasts. By participating, you acknowledge that you are joining voluntarily and at your own risk. The organizers are not responsible for any personal injury, health issues, transportation, loss, or damage. Each participant is fully responsible for their own safety, insurance, and well-being. ⸻ This route offers a great mix of nature and history, with plenty of beautiful spots to rest or even picnic along the way. Expect around 3–3.5 hours of walking at a relaxed pace. Bring suitable footwear, water, and snacks. Looking forward to hiking together!

**\*\*The Perfect excuse to Draw and Paint in the Dark, and have Fun!\*\*💕**👨‍🎨👩‍🎨💕 ⭐ No experience needed 💬 English speaking activity 🕑 2 Hours of painting, creativity & fun in the dark 🧑🏻‍🎨 Workshop is guided by a professional artist 🎨 Extra Creative warming-up activity 🥳 All materials included 🏢 Amersfoort / Langestraat / City center 🎟️ **Book your seat formally HERE in [THIS LINK](https://buymeacoffee.com/artloversclub/e/430509)**! 📽️🔮🌙🌟 Check on YouTube, a video of what painting with us in the dark looks like: [https://www.youtube.com/shorts/D_Wo1esvls4](https://www.youtube.com/shorts/D_Wo1esvls4) 🌟If you want, you and your friends can bring freely any accessory, custom, or object that glows in the dark to have fun. 👓🎩⛑️👒🧤👕👙👔👗. This is a personal choice and not for everyone. Just for those who want to do it. 🎈 **Is it your birthday🎂 or a special occasion👰🏻💍🎒🧑🏻‍🎓, and do you want to bring some friends?** We can do something special for you ( contact us in advance to arrange). **🎨**💃🏻🎉**🖼️ ENJOY 2 HOURS OF CREATIVITY AND FUN IN THE DARK!** 🕑**CALENDAR 2026:** First Sunday of every month from 4PM - 6PM Jan 4 Feb 1 March 1 Apr 5 May 3 Jun 7 July 5 Aug 2 Sept 6 Oct 4 Nov 1 Dec 6 Jan 3 2027 🚫**NO EXPERIENCE NEEDED.** Our Artists and hosts will guide you through a step-by-step tutorial. You can use our suggested image or bring your picture of reference 🎨🖌️🖼️**ALL MATERIALS ARE INCLUDED** We'll provide you with everything you need to create your masterpiece. Create your very own masterpiece in only 2 hours using Glow in the Dark Painting! This session is not about perfection; it is about capturing emotions and personal expression. No experience required - our professional artist will guide you step-by-step. You can come with friends or alone - you are always very welcome! **🎟️🤔 QUESTIONS?** Contact one of our team members via WhatsApp in the following link: **[https://bit.ly/ArtLoversTickets](https://bit.ly/ArtLoversTickets "https://bit.ly/ArtLoversTickets")** **See you Soon.We are looking forward to painting and having Fun Together!** **🥳🎈**

**🟢🟢 ABOUT OUR WATERCOLOR PAINTING PARTY / AMERSFOORT** 🎨🥳🍷🏢 Amersfoort - Utrecht Province / Center of the City / Easy access from train station. Create your very own **portrait, animals, landscape, or figurative** masterpiece in only **2.5 HOURS using watercolor and our secret mixed media techniques!🧪🧫.** This session is not about perfection; it is about capturing emotions and personal expression. **No experience required** **\- trust us\!** our professional artist will guide you step-by-step through this unique self-portrait journey. You can look forward to a fun and exciting evening with other participants, **so it doesn't matter if you want to come with friends or alone - you are very welcome!** This is the perfect after-work or weekend activity where you'll unleash your creativity while creating something deeply personal. You will create a portrait combining painting, drawing, and creative techniques to bring your unique vision to life. When finished, you'll take home your newly created self-portrait artwork to cherish or share with loved ones. Each participant will have pencils, colored pencils, watercolor, acrylic/gouache paints, and a surface. You'll work from an image we will bring. **🎟️ READY TO HAVE FUN?** Get your Ticket and book your seat **✨[HERE](https://buymeacoffee.com/artloversclub/e/430555) ✨** 🤔 **Questions?** Speak with a member of the team in **[WHATSAPP HERE](https://chat.whatsapp.com/J3Y5yeWUhvbJM98bqty2WP) 💬** .................................... **🟢🟢 WHAT'S INCLUDED?** 🔶 All supplies included 🔶 **2.5-HOUR [TICKET SESSION](https://buymeacoffee.com/artloversclub/e/430555)** 🎟️ 🎁 **EXTRA BONUS:** **FREE TICKET**🎟️ to participate in our Drawing and Painting Cafes in Amersfoort or Our Online Still-Life sessions if you live far away. 🔶 New friendships and Conversations💬 🔶 Freedom to work at your own pace 🔶 **English tutored activity** (And of course, you can speak in your local language with your friends!🍷🥰🥰🍹) ⭐ No experience needed **🎟️ BOOK YOUR SEAT🪑 IN ADVANCE ✨[HERE](https://buymeacoffee.com/artloversclub/e/430555) ✨!** 🤔 **Questions?** Speak with a member of the team in **[WHATSAPP](https://chat.whatsapp.com/J3Y5yeWUhvbJM98bqty2WP) 💬** **🕑 2026 CALENDAR OF UPCOMING EVENTS:** First Sunday or every month from 11.00 AM - 1:30 PM. .................................... **🎟️ ART LOVERS CLUB / ABOUT US** **ART LOVERS CLUB** is a community where art enthusiasts come together to explore their creativity and connect with new buddies through various events and sessions ( In-Person and Online) . Whether you're a seasoned artist or just starting, we have something for everyone!⭐ To share with you more about what we do, you can see here the overall atmosphere of our events in Amersfoort and also follow us if you want⭐: **[https://www.instagram.com/art_lovers_social_club](https://www.instagram.com/art_lovers_social_club)** 🤔 **Questions?** Speak with a member of the team in **[WHATSAPP](https://chat.whatsapp.com/J3Y5yeWUhvbJM98bqty2WP) 💬** **🕑 2025 CALENDAR OF UPCOMING EVENTS:** First Sunday or every month from 11.00 AM - 1:30 PM. **See you soon. We are looking forward to painting and having Fun Together! 🎨👩🏼‍🎨👨🏼‍🎨👩🏼‍🎨🧑🏼‍🎨🎈**

## Level Up: AI Agent Masterclass Imagine an intelligent assistant, built by you, operating directly within your web browser to conquer your daily tasks. Using cutting-edge techniques, this concept becomes reality. ### [Reserve Your Spot Now](https://remoteready.io/product/OpenClawMasterclass?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-05-01T22:00:00Z) (Please note: Registration via the link is essential to secure your enrolment.) --- This intensive masterclass provides the blueprint for designing, training, and deploying your very own AI agent powered by OpenClaw. This accessible platform enables anyone to build effective browser-based helpers for automated task completion. Prior coding knowledge isn't a barrier. **Who Should Attend:** * Freelancers looking to dramatically enhance their output. * Individuals eager to craft a personalized AI assistant. * Professionals from non-technical backgrounds seeking practical AI skills. * Tech enthusiasts wanting direct experience with AI. * Developers exploring AI agent frameworks. **Key Takeaways:** * Expert techniques for monitoring and refining agent performance over time. * Practical experience automating diverse tasks, encompassing data gathering, form population, and in-depth research. * Step-by-step guidance on configuring and utilizing OpenClaw within your preferred browser. * Strategies to implement task chaining, empowering your agent to manage sophisticated, multi-stage workflows. **Testimonial:** *"Tasks that once consumed hours each week are now expertly handled by my AI agent."* – Successful Entrepreneur Seize the opportunities and build your AI agent today!

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

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

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!