Smart Sensors

🛍️***Shop until you drop!*** 🛍️ Oberhausen Shopping Day Tour 📍 14 May (Thursday Public Holiday!) Join our fun small-group shopping getaway to Oberhausen, Germany! A relaxed day for outlet shopping, browsing your favourite brands, good food, and networking along the journey. ✨ Maximum 6 guests 🚐 Comfortable minivan with driver-guide 🤝 Friendly networking atmosphere 🛍️ Designer outlets & shopping time Perfect for shopping lovers who enjoy travelling in a small, personal group instead of a crowded shuttle. WhatsApp +31616121051 to join us now! ✨

[Book your spot here](https://ccu.stager.co/shop/default/events/111653430?utm_campaign=gameful-revolution&utm_source=meetup) How can interactive storytelling make complex societal issues engaging and accessible? In this hands-on session, Patrick Blenkarn & Milton Lim (creators of the live participatory videogame [Asses Masses](https://www.assesmasses.work/)) will guide you through their process of designing participatory narratives—then invite you to brainstorm and prototype your own. Part masterclass, part game jam, this evening will explore how to blend humor, interactivity, and depth to create experiences that challenge and connect. Bring your ideas, collaborate with others, and leave with the tools to turn abstract themes into playful, meaningful stories. # **[🎫 Regular €7,50/Student €5](https://ccu.stager.co/shop/default/events/111653430?utm_campaign=gameful-revolution&utm_source=meetup)** Start the donkey revolution during the interactive performance of [Asses Masses](https://www.assesmasses.work/ "https://www.assesmasses.work/") (16-17 May - in English and Dutch) [here](https://springutrecht.nl/en/programme/asses-masses/)

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at Factor-ij Amsterdam on Thursday mornings. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 11: 15 AM - Quick introductions 11: 30 AM - Timer starts: write for 1 hour 12: 30 PM - The End: chat, take off, or keep writing OPTIONAL SOCIALIZING happens at 12:30 pm after the writing is wrapped. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you at Factor-ij! What Should I Bring? Whatever you need to be able to write! Bring earbuds/earplugs if you want to block the cafe’s overhead music or the occasional conversation by other patrons. Please come with your devices pre-charged, since we probably won't be always sitting somewhere with charging possibilities. Other Important Details: Travel by public transportation: 1. Take Tram 26 from the central station Amsterdam, and step out by the last stop. 2. Take bus 66 from the Amsterdam Bijlmer station, step out by Pieter Oosterhuisstraat, and further walk in the direction of the bus till the corner. FREE Wifi. Compulsory consumption is not required, but please do order a drink to honor our generous host.

Hello everyone, I'm going for a long ride on Thursday. **What:** 100km to Zandvoort and back **When:** 14:15 **Where:** Nesciobrug We start late to avoid the rain, but the forecast is uncertain. Be ready for some rain just in case. This is an intermediate ride, we'll be cruising at 30-32kmh. https://www.strava.com/routes/3489360640933226706 https://www.komoot.com/tour/2952615871

Are you an **expat** in **Diemen** and do you want to **learn how to swim?** Look no further! Dive into **personalized swimming lessons** with **Your Personal Swim Coach**. Whether you’re a beginner looking to learn the basics or an advanced swimmer seeking to refine your technique, our expert coaches offer **tailored sessions** that fit your needs. The **AGO** pool in Diemen is a small private pool originally utilized for **aqua therapy**. Therefore the water is nicely **warm** which gives ideal teaching conditions. **Don't wait any longer:** **[Sign up for a Try Out Lesson!](https://www.your-personal-swim-coach.nl/product/try-out-adult-swimming-lesson/)** Want to learn more first? Go to our **[website](https://www.your-personal-swim-coach.nl/)** or **[schedule a call!](https://calendly.com/ypsc/new-meeting)**

🎨 **Crealab – Connect & Create!** 🧵 Looking for a cozy space to get creative and meet others who enjoy making things with their hands? Whether you’re into drawing, painting, jewelry making, collage, handcrafts or clay — **bring your own project or come as you are and get inspired!** Everyone works on whatever they feel like, in a relaxed and welcoming atmosphere. We encourage each other, share ideas, and enjoy the creative flow together. ✨ A creative facilitator is there to offer tips, support, or a little spark if you need one. **We’ll have some basic materials available to get you started — but if you want to work on a specific project or product, feel free to bring your own supplies.** 💬 No pressure, no experience needed — just curiosity and the joy of creating. 🗓 **Every Thursday, 12:00 – 15:00** 📍 **Dynamo Atelier 77, Vechtstraat 77A, 1079 JA Amsterdam** 🎟 **€1 (cash only)** Come get inspired, make something with your hands, and connect through creativity. 🎨

**Would you like to stand out at Storytelling, Communicating and Public Speaking?** **Have you ever wondered what your world would look like if you could:** **1.** Be part of a distinctively compatible, supportive and fun community that encourages each other to tangibly improve together? **2.** Connect on a deeper wholehearted level to the people you speak to, and become a highly influential Storyteller, Communicator and Public speaker? **3.** Speak to any person or group of people with high confidence, high relevance and high influence? At SPACE, you’ll be immersed into a compatible and connected community, to learn/improve both the practical/technical skills and structure to deliver great stories and speeches, as well as the mindset to be 100% present, focused and connected to your audience while communicating. Attending **consistently** is vital to the learning process! **Our concept:** **Community, Connection and Communication,** through practice and feedback of relevant, effective and influential communication; aimed at helping improve our communities, and this way help the world become a better place. **Who is it for:** SPACE is for anyone willing to grow and help others succeed. We go beyond the basics of traditional communication/public speaking, creating a more significant, more peaceful and more plentiful world, for you and the people you interact with. We master the mindset by experiencing the "practice & feedback" of vital skills, such as Presence, Focus and Connection, plus speech Relevance, speech Structure and speech Delivery, while communicating. Every participant delivers short stories/speeches, which are constructively evaluated by a friendly, open, non-judgemental and supportive audience. **Think of your own stories/speeches to deliver during the meeting** \- relevant to you/your life \(work\, business\, family\, social talks\, challenging talks\, etc\) \- we'll all give you our wholehearted feedback with high kindness and best intentions 💟 💟 **What will you master?** • A mindset of high presence, high focus and high connection. Genuinely connecting to the people you speak to, becoming highly influential • Giving and gaining feedback, openly, compassionately and confidently • Mindset and practical and technical skills and structure for great stories and speeches (skills for life) • Speaking with high confidence, high relevance and high influence **Speaking genres?** • Storytelling • General topics • Comedy • Business • Debating **Why is it called SPACE?** 1\. We meet at a **physical space** to enable true connection face-to-face and strengthen our community 2\. We are a **safe space** without judgment, errors or criticisms; we yet strive for high-value, sound feedback and meaningful growth - fully committed to **facilitating space** for everyone to be their true authentic selves. 3\. We all create a **space for functional growth** of your confidence and skills to communicate and present in front of others, tapping into your inner-self wisdom. **Who is it for?** For everyone who wants to learn and/or improve storytelling, communication and public speaking - C**onsistency** is vital to your learning process at conscious but more fundamentally at subconscious level **When?** Every Thursday from 18:30 to 21:00 – free event - please diarize it and turn up 5/10 minutes earlier for free tea/coffee - After the session, we continue to enjoy tea, socialise and strengthen our community **Where?** Buurtkamer Rijn 58 Dynamo - At Rijnstraat 58, 1078 RD Amsterdam ⚉ ***If you can’t attend, please deregister your attendance so someone else can take your spot!*** **⚉** While the meetings are facilitated in English to enable inclusion, we encourage members to deliver speeches in Dutch too. Join our WhatsApp community just by asking at any of our meetings! **Contact:** +44 7985 623 265 (call/text/WhatsApp/Signal)

## 🎨**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!🌟☕🍷🍪🍰**

We’re heading out for a beautiful cross border hike through forest, heathland, open landscapes, and a very special midpoint stop: **De Achelse Kluis**, a historic abbey on the border between the Netherlands and Belgium. The hike starts in the Netherlands and takes us through the peaceful **Leenderbos**, one of the most atmospheric forest areas in North Brabant. Expect woodland paths, sandy tracks, heath, open views, and that lovely Veluwe style feeling of moving between forest and open landscape. As we continue south, we make our way toward the Belgian border and our main break location: **De Achelse Kluis**. This unique abbey complex lies between **Hamont Achel** and **Leende**. With roots going back to the 17th century, and later known as a Trappist abbey, it offers a beautiful neogothic setting with a brasserie, abbey shop, and a calm historic atmosphere. After several kilometers of forest and heathland walking, arriving at the abbey will feel like a real reward. We’ll take our longer break here, with the option to enjoy the brasserie, have a coffee, try Limburgse vlaai, taste an abbey beer, or simply relax around the grounds. After the break, we cross back into the Dutch side and return through the Leenderbos, completing a full loop through forest, heathland, and quiet countryside. A hike with forest energy, abbey atmosphere, monks’ history, and a touch of Belgium. 📲 **WhatsApp group** I’ll open a temporary WhatsApp group for everyone signed up before the hike, so we can coordinate carpooling, final break arrangements, and any last minute updates. **📍When and where to meet?** We’ll meet at 11h15 at Busstop "Leende, Valkenswaardseweg/A2"" https://maps.app.goo.gl/Uij4AmfEos2foDbQ8 ⏰ **We start walking a few minutes after meeting up** We don’t wait for latecomers, as we have a long route ahead and want to enjoy the full day properly. **🚗 Coming by car?** Please check your parking options beforehand so you arrive on time. **⏸️ Planned Breaks** After around **10 km:** 60 minute break at **De Achelse Kluis** I still need to confirm the practical arrangements with the brasserie, including whether we can just have drinks or whether we need to order food as well. I’ll share the update in the WhatsApp group once confirmed. **💸 Payment** Please pay as soon as you sign up: To keep things fair for everyone, if we don’t receive your payment within 48 hours, we will need to remove you from the participant list. If there’s a waiting list, this will happen sooner (in less than 48 hours). If that happens, no worries — you’re always welcome to sign up again if there’s space. 🌟 Early Bird Deal! Join now for just €4 — available for 3 days (72h). After that, the price will be €5. Please pay here: https://tikkie.me/pay/ute915nnuvqfl74002hh **👟 Good to know** * Refund policy: Cancellations are fully refundable up to 1 week before the event (This is Friday 8 May at 23h59). After this period, the fee becomes non-refundable. * Hike difficulty: Our hikes are moderately challenging. Please only join if you’re confident you can keep up with the group’s pace (5 km/ h)— it’s more fun for everyone when we can walk together without long waits. * If the pace is too challenging: We may kindly suggest you continue at your own pace. We’ll give you clear directions to the nearest bus or train so you can return comfortably. * At your own risk: You participate at your own risk, so please make sure you have appropriate insurance coverage for outdoor activities. * Payment note: With Tikkie we only see initials (e.g., J. Doe instead of John Doe). Please include your Meetup name in the payment note so we can match it easily. * Friends joining: If you bring a friend, make sure they also register and pay. * What to bring: Snacks and water. * Stay connected: Join our WhatsApp group to be the first to hear about future hikes — ask for the QR code during the hike. * T-shirts: Fairwear-certified organic cotton, eco-friendly inks — €25. Sustainable, odor-resistant, and perfect for hiking. Let us know your size and we’ll bring one for you.

Improv for Life Weekend workshop Improv for your personal development. Playful. Powerful. Transformative. What if real life could feel more like improv—full of joy, connection, creativity, and flow? Improv for Life is a one-of-a-kind course that blends the magic of improvisation with personal development. It’s not about being funny or performing on stage (though that might happen too!)—it’s about learning to navigate life with more presence, courage, and flexibility. In this course, you’ll uncover the hidden wisdom in improv games and exercises, and apply it to real-life challenges in a way that’s light, energizing, and deeply impactful. You’ll practice life-changing skills like: Being fully present Listening deeply Relating authentically Acting with courage Finding meaning in the moment And explore rich, human themes. Whether you’re a professional, a creative, or a curious human navigating change, Improv for Life offers a safe, playful space to shift stuck patterns, unlock your creativity, and reconnect with what makes you feel truly alive. Course Structure: Four full days, split into **two independent weekend workshops** — join one or both! **If you are new to improv it is recommended that you do Workshop 1 before you do Workshop 2.** #### **Workshop 1: Play, Presence & Relationships (16-17 May)** **Saturday**: We’ll explore the playful side of being human — how we learn and grow through curiosity, experimentation, and even failure. At the heart of this is presence: being fully in the moment, responding to what is actually happening rather than what we think should happen. **Sunday**: We’ll focus on the relational side of being human — how our identity is shaped and revealed in connection with others. #### **Workshop 2: Polarities, Stories & Meaning (13-14 June)** **Saturday**: We’ll explore the inner tensions we all carry — the different pulls, needs, and paradoxes within us. Instead of fixing them, we’ll practice holding them with presence and curiosity, and see what wisdom emerges. **Sunday**: We’ll explore how we create meaning through stories — how patterns form in our lives, and how shaping or breaking those patterns can lead to more honest and life-giving stories. **Sign up** by clicking the blue button on [Improv for life - Improv Utrecht](https://www.improvutrecht.nl/improv-for-life/) or go to improv-utrecht.weticket.io ### **Pricing**: * €279 per workshop * ***Early bird***\*:\* €209 per workshop (until 1 month in advance) * **Both workshops**: €379 * all prices are including 21% VAT, ask Marieke for a specific invoice What previous participants say: “I feel more resourceful, more playful—and more me.” “Before, I thought my life was a mess. Now I know—that’s just a story I tell myself.” “It helped me see that I can choose my story, embrace both the good and the bad, and stay open to possibility.” “I used to think I had no control over anything—but now I know that with awareness, I can influence a lot of outcomes.” More about the facilitator: Burgert Kirsten is an Organizational Psychologist with a passion for unlocking adaptive, innovative, and integrated ways of working in teams and organizations. His Master’s research—focused on using improvisational theatre practices to spark workgroup innovation—was published in the South African Journal of Industrial Psychology. He holds multiple certifications in individual and team coaching, accredited by the International Coach Federation, and has facilitated leadership, team innovation, and creative collaboration workshops for top South African business schools, leading companies, and international conferences. Burgert Kirsten trained in improv at the renowned iO Theater in Chicago and performed for many years with Lagnes, South Africa’s longest-running Afrikaans improv group, which toured nationally and even had its own TV series.

Gran Fondo Rosa is a must ride in the Netherlands, and since years we are riding under the ATAC flag! 3 distances available: 80, 120 and 170km. It’s a sportive so not a race, you choose your pace and we enjoy the race ride. Roads are closed and there are food and drink stops along the way. When signing up, select FRIEND TEAM and then type ATAC as the team. We will have our own table at the pasta party. Sign up here: https://www.nltourrides.nl/gran-fondo-rosa/#inschrijving Cheers !

Samen sporten, gewoon voor de fun, elke week een divers programma, met allerlei verschillende sporten. Je hoeft niet de beste te zijn, maar wel zin hebben om samen te spelen en te leren. Tijdens een training doen we verschillende spelletjes, basketbal, voetbal. volleybal, spikebal, honkbal. Kom je ook, de bal ligt bij jou!! Eerste keer meedoen is altijd gratis, daarna kan je beslissen of dit voor jou is, of niet!! Dus kom een keer proberen. Kan je niet op deze dag, we sporten ook op andere dagen nl Zondag om 9:30 of Maandag om 20:30 Stuur mij een berichtje als je op die dagen een keer wil proberen! The amount of people rsvp'd to this game doesn't match the real number of people at the event, as Meetup is only used for promotion purposes.

I'm excited to host the 22st 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

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)

**Every Thursday** 2390 Harper Isabelle, Columbus, OH 43235 **Register online at [enso.dance](https://enso.dance?utm_source=meetup)** We invite you to pay what you feel is fair. All proceeds support future events and 100% of tips are paid directly to artists. **May Schedule:** 6:45pm: Free hugs! 7pm: All Levels Kizomba 8pm: Bachata • Kizomba • Zouk social **No partner or dance experience required.** We rotate regularly and lessons are adjusted for students present. Non-grippy footwear (smooth soles or socks) is recommended. BYOB. **Alexandra** brings over 10 years of partner dance experience having travelled the world over to develop her skills as an ambidextrous dancer. Equally fluent in leading and following Kizomba and Zouk, she also enjoys dancing Bachata Sensual, West Coast Swing, Contact Improv and Argentine Tango. As a community builder, her goal is to create inclusive spaces where dancers from all backgrounds and experiences are welcome. Present. Connected. Beautifully Imperfect. We are **Ensō** dancers.

**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

**Join Katie McCartney, SRES®, for a clear and easy‑to‑understand update on what the 2026 Central Ohio housing market means for seniors and their families.** Whether you’re planning ahead, helping a parent make decisions, or simply trying to understand today’s market, this session offers reliable insights without pressure or overwhelm. During this free class, Katie will break down the trends shaping housing for older adults in Central Ohio, explain what families should realistically expect in 2026, and answer your questions during an open Q&A. This is a supportive, information‑focused workshop designed to give you confidence and clarity — no sales pitch, just helpful guidance. *** **Ideal for:** * Seniors considering future housing options * Adult children supporting aging parents * Anyone seeking a calm, trustworthy source of market information *** **What You’ll Learn:** * A senior‑friendly look at the 2026 Central Ohio housing market * Personalized answers during an open Q&A You’ll leave with a better understanding of your options and your next steps. *** **Hosted by:** **Katie McCartney, Broker & Senior Real Estate Specialist® (SRES) with** Pillar Realty, LLC Compassionate guidance for seniors navigating housing transitions in Central Ohio. *** **Location:** Columbus Metropolitan Library: Dublin Branch 75 N High St, Dublin, OH 43017 ([https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9](https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9)) Meeting Room 1 **Doors Open:** 1 PM **Seats:** Limited Seating (first come, first served) **Cost:** Complimentary

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.

Let’s meet and wander the galleries! General admission on Sundays is free.

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