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Frequently Asked Questions

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Discover all the customer experience events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Customer Experience Events Today

Join in-person Customer Experience events happening right now

Un dimanche qui sent l'essence
Un dimanche qui sent l'essence
**Dreamcollector, c’est plus qu’un rassemblement : c’est un club de passionné·e·s.** Un lieu où l’on vient pour admirer, échanger, rencontrer… et repartir avec des souvenirs, des contacts et l’envie de revenir. ### Un rendez-vous régulier pour toutes et tous. Que vous veniez avec une ancienne, une sportive, une voiture de prestige — ou simplement par curiosité — vous êtes au bon endroit. Ici, on partage la même chose : **la passion des belles mécaniques** et l’ambiance qui va avec. ### Exposer, découvrir, rencontrer Dreamcollector, ce n’est pas “juste des voitures alignées”. Sur place, vous retrouvez aussi des **artisan·e·s et professionnel·le·s** de l’univers auto : pièces, accessoires, objets de collection, lifestyle, services… De quoi découvrir, apprendre, et dénicher de vraies pépites. ### Une ambiance conviviale (vraiment) Venez en solo, entre ami·e·s ou en famille : on prend le temps, on mange un morceau, on partage un verre, on discute… dans une atmosphère **simple, respectueuse et passionnée**. ### Les avantages membres En devenant membre, vous accédez à des avantages exclusifs : * la possibilité **d’exposer votre véhicule** lors de nos événements * des **réductions chez nos partenaires** * des invitations à des événements chez nos partenaires * des réductions sur des événements automobile comme Interclassics Brussels ### Rejoignez la communauté Dreamcollector Envie de vivre l’expérience de l’intérieur ? **Inscrivez-vous** et rejoignez un club qui fait bouger la scène auto, avec des événements pensés pour rassembler — sans prise de tête, avec passion.
🏃‍♂️ 15KM WOLUWE – THE PERFECT TEST BEFORE 20KM BRUSSELS 🌿
🏃‍♂️ 15KM WOLUWE – THE PERFECT TEST BEFORE 20KM BRUSSELS 🌿
The **20km of Brussels is fully booked**… and our Sunday Vacations group is already complete this year. 👉 But don’t worry — **you’ll be able to join us for 2027** **([https://www.sundayvacations.com/event-details/the-20-km-of-brussels-2026](https://www.sundayvacations.com/event-details/the-20-km-of-brussels-2026))** In the meantime, we’ve found the perfect alternative **👉 The 15km of Woluwe = ideal test run + great social experience** -- ### 🏃 Why Join This Event 💡 **If you're running the 20km Brussels:* This is the **perfect real-life test** before race da ✔ Test your pace ✔ Test your endurance ✔ Get into race conditions (crowd, water stations, atmosphere) 💡 **If you missed the 20km this year:** 👉 This is your moment to still enjoy a **race experience in Brussels** 👉 No pressure, just fun, movement, and good vibe -- ### 🌿 The Experience We’ll join the race **together as a group** ✔ Beautiful route through Woluwe & nature ✔ Mix of city + forest vibes ✔ Friendly, festive race atmospher ✔ Sunday Vacations energy + communit 👉 And of course: **optional drink after the race 🍻** -- ### 📅 Practical Inf *** Date: **Sunday 17 May 2026 ** *Start: **Stade Fallon (Woluwe-Saint-Lambert) *** Distance: **15 km ** *Level: **Intermediate (not beginner) -- ### 👥 Who Is This For *Those preparing for the **20km Brussels*** - Those who** missed it this year **but still want the vib *Runners who enjoy a **social + international group** - Solo participants welcome -- ### 🎟️ Registration ⚠️ You must register **individually via the official race website** 👉 We meet as a group, but each person handles their own race registration -- ### 💬 Sunday Vacations Participation ### ⚠️ Important This is a **community meetup**, not an organized race by Sunday Vacations All race logistics are handled by the official organizers -- ### 🔥 The Mindset This is not just a run 👉 It’s your **test before the big one** 👉 Or your **second chance to experience race day** Either way — we do it **together**
Coo Escape: Ardennes Forest Hike & Waterfall Views
Coo Escape: Ardennes Forest Hike & Waterfall Views
# 🌲 Coo Escape: Ardennes Forest Hike & Waterfall Views **Trade the city for forests, fresh air, and panoramic Ardennes landscapes.** Join Sunday Vacations for a scenic Sunday hiking experience around Coo and Trois-Ponts — featuring forest trails, elevated viewpoints, riverside sections, and the famous Coo waterfalls. Designed for international professionals, expats, locals, and solo joiners, this experience combines movement, nature, and meaningful social connection in one of Belgium’s most beautiful regions. *** ## Experience Overview This curated Ardennes loop hike begins from **Trois-Ponts railway station** and takes us through scenic forest trails, panoramic viewpoints overlooking the Amblève Valley, and the iconic surroundings of Coo. Expect a relaxed but active Sunday with a welcoming international group atmosphere, social picnic breaks, and plenty of opportunities to disconnect from routine and reconnect with nature. People increasingly join outdoor community experiences not just for the activity itself, but for the sense of connection and belonging they create. *** ## Event Type 🌿 **Curated Experience** *** ## Highlights * Scenic Ardennes forest hike * Great viewpoints over the Coo region * Discover the famous Coo waterfalls * Beautiful riverside and woodland trails * Relaxed international community atmosphere * Solo joiners welcome * Ideal Sunday nature reset * Train-accessible from Brussels *** ## Plan / Itinerary **08:45** – Meet at Starbucks Coffee, Brussels Central Station **09:01** – Train departure from Brussels Central **11:05** – Start of the hike from Trois-Ponts railway station **13:15** – Picnic & social break with scenic views **14:00** – Continue panoramic forest circuit toward Coo **16:30** – Optional stop near Coo waterfalls **17:05** – Train back toward Brussels **18:55** – Estimated arrival in Brussels *Schedule may slightly adapt depending on group pace and weather conditions.* *** ## Meeting Point 📍 Starbucks Coffee – Brussels Central Station Please arrive on time so the group can depart together. *** ## Hike Information 🥾 Distance: Approximately 16 km ⛰ Difficulty: Moderate with some elevation 🔄 Route Type: Loop Circuit 📍 Region: Coo & Trois-Ponts, Belgian Ardennes *** ## Price / Contribution **Community contribution:** €5 for non members and Explorer members Includes: * Event organisation * Group coordination * Guided community hiking experience Not included: * Train tickets * Food & drinks * Personal expenses Participants purchase transportation independently unless otherwise specified. **VAT not applicable – small business exemption scheme, Article 56bis Belgian VAT Code.** *** ## Membership ### Sunday Vacations Memberships * **Explorer** – €5/year * **Voyager** – €50/year * **Ambassador** – €150/year Members receive access to discounts, priority registrations, and selected community perks throughout the year. *** ## Who This Is For Perfect for: * Expats and international professionals * Solo joiners * Nature lovers * People looking for meaningful social experiences * Beginner to intermediate hikers * Anyone wanting a refreshing Sunday outside Brussels Research consistently shows that expats highly value experiences that support social connection, quality of life, and community belonging. *** ## What to Bring * Hiking shoes with good grip * Water bottle * Packed lunch or snacks * Rain jacket / weather layers * Small backpack * Positive energy *** ## Important Notes * Some trails may be muddy or slippery depending on weather conditions. * This is a community-oriented hiking experience, not a competitive sports activity. * The route may be adjusted slightly depending on weather or trail conditions. * Please ensure you are comfortable walking for several hours with breaks. Nature-focused and wellbeing-oriented travel experiences continue to grow as people increasingly seek restorative and intentional ways to spend their weekends. *** ## Legal Disclaimer Sunday Vacations / UJAMAA ASBL acts as a community organiser facilitating social and cultural experiences and does not operate as a licensed travel agency. Transportation and all third-party services are independently provided by external operators and remain the responsibility of participants unless explicitly stated otherwise. Participants join voluntarily and are responsible for ensuring they are physically fit for the activity. *** ## Call to Action 🌿 Ready for a proper Sunday escape? Join us for forests, waterfalls, panoramic Ardennes views, and good company — all just a train ride away from Brussels. Spots are limited to maintain a relaxed and social group atmosphere.
Drinks and Games 🍺🎲
Drinks and Games 🍺🎲
What's up Friends! 👋 Let's meet at Le Pantin for another round of games and laughs. Games: 🎲 The pub has a fair collection of games. Feel free however to bring any of your own favorites. Food & Drinks: Le Pantin serves only drinks🍸🍺🍹, however you’re also welcome to bring your own snacks 🍟🍩🍿 to enjoy during the games. Ordering: 🤑 At least one drink is mandatory - this is how we support cool places like this! Timing: ⏱️ We kick off at 14:00, and you’re welcome to stay for as many games as you like. Joining later? Just let me know in advance in the chat so we don’t slow down the start 😊 🚦If you find yourself on the waiting list but you absolutely want to join or if you have any other question - feel free to contact me directly via the chat. 📢 Further details may be shared via the group chat or via DM 💬. Make sure to check your messages 👀 at least on the day before the event to avoid missing any mega important 🙄 announcements. 🐈‍⬛ The Friends Code: 👉 Which games are played will be agreed by the group 👉Depending on preferences and group size we usually split into several tables 👉 Got a favorite game? Bring it along or drop a suggestion in your reply 👉 Can't make it? Cancel on time so someone on the waitlist can grab your spot 👉 Don't show up (or show up at your own risk:) if you are on the waiting list. There may be no space for extra players and you risk to get disappointed. See you folks 😉
Deep Conversation - Question Chosen in Session
Deep Conversation - Question Chosen in Session
Welcome to our weekly event in the upstairs room of The Sister Café, rue Chair et Pain 3, one block from the Grand Place. Please get there early enough to order your drink at the bar first. Thank you! After introductions we will collect questions from the group participants, choose one by voting then discuss it for an hour. Then most of us stay for drinks and bizarre conversations. Past questions have been wide and not confined to academic philosophy: What is a genuine friend? Is social media turning us into emotional zombies? Do we lose some of the experience of things by defining them? Are we driven by sex? Is loneliness a personal failure? Is morality relative? **Crucially, be kind and respectful and generous** in your disagreements; remember how much you personally enjoy someone else proving you wrong before celebrating your cutting counterexamples.
Explore How to begin or continue your inner evolution path✨
Explore How to begin or continue your inner evolution path✨
Inner Community Belgium – Meet Up 🇧🇪 There are moments in life where something inside you starts to whisper. Not loudly. Not dramatically. But persistently. A quiet knowing that where you are… is no longer where you’re meant to stay. It’s not about becoming someone better. It’s about going deeper into what is already there — beneath the noise, the roles, the patterns you’ve learned to live inside. A Call of the Soul is an in-person space for those who feel that pull. A space to ask yourself honestly: Why do I want to go deeper in my inner evolution? Not as a concept. Not as something to understand. But as something to face. To feel. To sit with. To allow. Because going deeper is not always comfortable. It asks for responsibility. For presence. For the willingness to see what you’ve been avoiding — and stay. This is an invitation to step out of the automatic and into direct experience. To meet yourself without distraction. Without performance. And explore how and where to continue an inner evolution path. If something in you resonates — not from excitement, but from truth — then you already know, you’re welcome to join🌱i
Queer Yoga Brussels - for LGBTQ+ people & their friends !
Queer Yoga Brussels - for LGBTQ+ people & their friends !
🌟 Hello Yogis and Future Yogis! 🌟 🧘‍♀️🧘‍♂️ Whether you're a seasoned Yogi or a complete beginner, come and join us every **SUNDAY MORNING - from 11:00 to 12:15 - for Queer Yoga in Brussels :)** No need to worry if you've never tried Yoga before – everyone is welcome! 🌈 Just bring yourself in some comfy clothes (mats are provided) and let the magic happen :-). 🌿 **Class Details:** * This is an "open event" - for everyone, LGBTQ people and their friends no matter their **gender, age, race, sexual orientation or level of fitness / practice**. * Classes take place [Merci Wellness - Place Dillens 1, 1060 Saint-Gilles](https://www.merci-wellness.be/plan-acces.php). Very easy to get there, either by bike or metro (Hotel des Monnaies). * Ring bell "MERCI WELLNESS" - third floor ! * ⏰ 11:00 to 12:15 (doors close at 10:55 as **class starts at 11:00 sharp** \- it is not possible to join late\)\. 💸 **Cost:** * Single class: 15 euros 🧘‍♂️ * 5-class pass: 65 euros (valid for 3 months - a great deal for regular yogis! 🎉) You can pay your class on site either in CASH or through PAYCONIC. **Come and this great group of Sunday Morning Yogis** \- to spend a moment in a nice atmosphere and discover the benefits of Yoga\, from increased flexibility\, better posture\, a stronger body to a calmer mind\. See you on the mat! 🧘‍♀️🧘‍♂️✨ Edson P.S. Also, make sure to check out our new class **"Yoga for Men"** \- every Wednesday at 18:30 in the same location \- you can find the class list on our Meetup main page \!

Customer Experience Events This Week

Discover what is happening in the next few days

Badminton Sunday Social
Badminton Sunday Social
Join us for some friendly Badminton games- all levels welcome! IMPORTANT- in order to secure your place you’ll need to both book a spot on Meetup AND pay €8 by Friday morning. This is to make sure we can cancel courts if demand isn’t there, and make sure we’re being fair to people on the waitlist. Refunds will only be possible after Friday AM if another player is definitely able to take your spot Always worth joining our W’app group as well for faster, often better, updates! https://chat.whatsapp.com/IL7Gbs6TmIm0GXyidQxCFS?mode=gi_t
International Rose Garden Coloma 11 km loop hike
International Rose Garden Coloma 11 km loop hike
May roses started blooming so we will do our 11 km loop hike around the Coloma International Rose Garden this Sunday 🌹 Our meeting point is the Gaasbeek Ice cream Bar parking lot 🅿️ in Lennik. After the hike we can either have lunch in that same bar or just a drink or an ice cream 😉 🍦 See you on Sunday! Sandra 0497/243455
Japanese Conversation / 日本語/英語会話交流 @BXL
Japanese Conversation / 日本語/英語会話交流 @BXL
**PLEASE READ THE ATTENDANCE POLICY (below) IF IT'S YOUR FIRST TIME** **SUNDAY COFFEE & JAPANESE CONVERSATION** 日曜日のコーヒー&日本語会話 Our "Japanese/English Conversation Exchange" offers you a unique opportunity to immerse yourself in the world of Japanese culture and language, all while helping native Japanese members to learn their target language. 私たちの「日本語/英語会話交流」は、日本の文化と言語の世界に没頭しながら、ネイティブの日本人メンバーが英語、フランス語、またはオランダ語を学ぶのを手助けするユニークな機会を提供します。 **Date: /** 日付:**(almost) every Sunday** **Time: /** 時間:**from 4.00 pm to 6.00 pm** **Location: /** 場所:**Cafe Caberdouche - Place de la Liberté 8, 1000 Bruxelles** **Venue Note: /** 会場の注意:**The manager of the cafe kindly accepted us to book a table on a regular basis. To thank him for his kindness, please order AT LEAST ONE DRINK**. カフェのマネージャーが親切にも私たちに定期的にテーブルを予約することを承諾してくださいました。その親切に感謝の意を示すために、少なくとも1杯のドリンクを注文してください。 **Location Assistance: /** 場所の案内:**If you can't find us, ask one of the waiters. They know where we are :) You can also send us a message.** 私たちを見つけられない場合は、ウェイターの一人に尋ねてください。彼らは私たちがどこにいるか知っています :) メッセージも送っていただけます。 **Event Agenda: /** イベントのアジェンダ: * **4:00 PM - 6:00 PM: JAPANESE CONVERSATION** \- Join us for the Japanese conversation and cultural exploration\. Beginners are welcome / 日本語会話 \- 最初の30分は日本語の会話と文化探求に充てられています。初心者も聞くだけでも歓迎です。30分後に参加しても構いません。多言語交換 \- ベルギーの多様性を体験し、ネイティブの日本人メンバーが英語、フランス語、またはオランダ語を学びたいと熱心に待っています。さまざまな言語で異文化交流の会話に参加しましょう。私たちの日本の友人にベルギーの文化、伝統、生活を紹介しましょう。 * **6:00 PM: EVENT CONCLUSION** \- Please respect the event's start and end times to maximize your language exchange opportunities\. Your participation and enthusiasm are appreciated\! イベントの終了 \- イベントの開始時間と終了時間を尊重して、言語交換の機会を最大限に活用してください。参加と熱意に感謝します! **Attendance Policy: --->** 以下の日本語 * We're excited to have you join our events and appreciate your commitment to learning and growing together. To ensure a productive and enjoyable experience for all participants, please take note of our attendance policy: 1. **Punctuality:** Please arrive on time for scheduled events. Late arrivals can disrupt the flow of the event and may miss important information. 2. **Language Commitment:** If you sign up for language-specific sessions, such as Japanese conversation or language exchange, we kindly request your commitment to actively participate in that language for the designated duration. 3. **Respect:** Treat fellow participants, organizers, and cafe staff with respect and courtesy. Harassment or disruptive behavior will not be tolerated. 4. **Removal Policy:** A participant who is not respectful towards other members will be removed from the group and blocked, with no warning. This point is not negotiable. 5. **Cancellation:** If you are unable to attend an event you've registered for, please let us know as soon as possible. This helps us plan accordingly and allows others to take your place if there's a waitlist. 6. **No-Show Policy:** Three no-shows (failing to attend without prior notice) may result in restrictions on event registration to ensure fairness to other participants. By attending our events, you agree to adhere to these guidelines. We aim to create a welcoming and inclusive environment where everyone can learn and connect. Thank you for being part of our community! **出席ポリシー:** 私たちは、イベントに参加していただけることを楽しみにしており、皆さんが一緒に学び成長することに取り組んでいただけることを感謝しています。すべての参加者が生産的で楽しい経験をするために、出席ポリシーにご留意ください: 1. 時間厳守:予定されたイベントには時間通りにお越しください。遅刻はイベントの流れを乱し、重要な情報を見逃す可能性があります。日本語のみのセッションは午後4時、全言語のセッションは午後4時30分開始です。 2. 言語へのコミットメント:日本語会話や言語交換など、特定の言語のセッションに登録された場合は、その言語での積極的な参加をお願いします。 3. 尊重:他の参加者、主催者、カフェのスタッフには敬意と礼儀をもって接してください。嫌がらせや迷惑行為は許容されません。 4. 退場ポリシー:他のメンバーに対して敬意を持たない参加者は、警告なしにグループから削除され、ブロックされます。このポイントは交渉の余地がありません。 5. キャンセル:登録したイベントに参加できない場合は、できるだけ早くお知らせください。これにより、他の人があなたの代わりを取ることができます。 6. ノーショーポリシー:事前の通知なしに3回のノーショー(欠席)がある場合は、他の参加者に公平になるようイベントの登録に制限がかかる場合があります。 私たちのイベントに参加することで、これらのガイドラインに従うことに同意するものとします。私たちはみなさんが学び、つながることができるように歓迎される包括的な環境を作り出すことを目指しています。コミュニティの一部としてご参加いただき、ありがとうございます! **Note: Please stay tuned to our event page for updates and schedule changes. We can't wait to see you there and exchange languages, cultures, and stories!** 備考:更新やスケジュールの変更については、イベントページをご覧ください。そこで皆さんにお会いして、言語や文化、物語を交換できるのを楽しみにしています!
🌿 Balade Qigong #6 – Magnifique Autour de La Vallee du Molenbeek
🌿 Balade Qigong #6 – Magnifique Autour de La Vallee du Molenbeek
For more informations about all my classes, events, workshops and retreats https://www.thehappybody.be/contact \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🇬🇧 This event is also open to English speakers – explanations will be given in both French and English \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📅 Date : 17 May @ 11.00 ( actual departure 11.15 - no waiting after that) 📍 Départ : Rue Scheutbosch corner wit Bld Louis Mettewie ([lien](https://maps.app.goo.gl/JfpKbFfK67DV85qE9)) 📍 Arrivée : Place St Lambert 🚶‍♂️ Distance : ± 9 km - NOT A LOOP ⏰ Durée : environ 3-4h (marche + Qigong) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📲 Rejoignez aussi le groupe WhatsApp pour toutes les communications relatives a cet événement qui se feront via ce groupe. https://chat.whatsapp.com/LNUvsvoGrRyEkS4meiyrir?mode=gi_t My phone number: 0492 92 00 84 *** ### **🌱 Description** Rejoignez-nous pour la Sixième étape de notre grand cycle « Les 12 Balades Qigong – Promenade Verte de Bruxelles ». Chaque mois, nous parcourons un tronçon de la Promenade Verte en mêlant marche douce et pratique de Qigong en pleine nature. Au fil du parcours, nous ferons des pauses pour pratiquer des mouvements simples de Qigong, accessibles à tous, afin de : * harmoniser la respiration, * libérer les tensions accumulées, * s’ancrer profondément dans la nature environnante. *** ### **🎒 Infos pratiques** * Activité ouverte à tous niveaux, aucune expérience en Qigong requise. * Vêtements confortables et adaptés à la météo. * Chaussures de marche conseillées (terrain parfois TREShumide). * Apporter une gourde d’eau. *** ### **🔗 Réservations** 📲 Inscription obligatoire via Meetup pour garantir une bonne organisation. Nombre de places limitées afin de garder un cadre convivial et respectueux. *** ✨ A quiet, almost hidden corner where Brussels slows down. The Molenbeek Valley offers a mix of small paths, open spaces, and slightly wild areas — an ideal environment to step out of the usual rhythm and reconnect with your body. We begin with a gentle walk to reach a calm practice spot. During the session, you’ll be introduced to Qigong — a simple and effective practice rooted in traditional Chinese movement. It combines slow movements, breathing, and attention to help release tension, improve mobility, and calm the nervous system. The exercises are easy to follow, even if it’s your first time. The focus is not on performance, but on sensation: moving with awareness, breathing more freely, and allowing the body to reset. Depending on the session, we may explore sequences like **Ba Duan Jin (Eight Brocades)**, each with its own focus on circulation, joints, and overall energy. We close with a quiet return walk, giving the body time to integrate — often leaving with a clearer mind and a lighter, more grounded feeling.
Tervuren
Tervuren
* 42km loop from Parc du Cinquantenaire to [Parc de Tervuren](https://maps.app.goo.gl/rc6PPwXwFGhUfprTA) and return through the forest. * Coffee 10h30 \| leaving 11h00\. * Estimated moving time 2h45 not including lunch and some brief stops. * Lunch at the halfway point in Tervuren—bring your own. * Meet at [Guingette Maurice](https://www.google.com/search?num=10&sca_esv=c9874bb074d0c29e&biw=2048&bih=1022&sxsrf=ANbL-n7VfOmjMKdEleL4ozbIswY-bStEPw:1777023676638&q=Guingette+Maurice&si=AL3DRZGNtcdgKOqVhotcr-UG2kkYpwR2WO4qu3O00NmpwBmLnWGlJ-sJ67ZY5GMMMbeMY-1kVZqsmva8UgiBKmBXfuRGV7y4itqLk5c6f-bOxJRrBHBdGct3W4jSxNn4GyEwXFP3l5Pl&sa=X&ved=2ahUKEwiDpYOImYaUAxVDTqQEHXotOi0Q_coHegQIPRAB) in Parc du Cinquantenaire. * View the route or download the GPX from [here](https://loc.wiki/t/263938562?wa=sc). * If bad weather is forecast this will be cancelled or rescheduled so check this event page before start time. * More general information on the [About](https://www.meetup.com/brussels-cycling-group/) page. * Tel: 04 86 40 6816
Let's Write!
Let's Write!
Let's meet to write ! Schedule : 11:00 - 11:30 am : Presentation tour. Share briefly with the group about your project and your "goal of the day". 11:30 - 13:30 : Let's write ! 13:30 : Conclusion tour. Did you achieve your goal of the day ? See you soon !
Latin-style Zumba class!
Latin-style Zumba class!

Customer Experience Events Near You

Connect with your local Customer Experience community

Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
LGBT Reads: In-Person Book Discussion
LGBT Reads: In-Person Book Discussion
Join us for our May Book Club gathering where we will come together to discuss *[Cantoras](https://caroderobertis.com/books/cantoras/)*[ ](https://caroderobertis.com/books/cantoras/)by [Caro de Robertis](https://caroderobertis.com/bio/) in a safe and welcoming environment. Make new friends who share your passion for books and connect with fellow LGBTQ book enthusiasts.
Building Momentum: From Ambiguity to Execution
Building Momentum: From Ambiguity to Execution
**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.
Detroit Personality Focused Home Video Dating
Detroit Personality Focused Home Video Dating
**🦋 Real Speed Dating Online for Detroit Singles Personality Matched** On the night, you'll sit down for host-managed one-on-one rounds with Detroit singles your age curated by personality quiz, as an experienced host steers the pace. Prior to the event, you submit a short personality questionnaire — the information you provide there to pair you intelligently with Detroit locals, making every round feel more natural from the first minute. After all the rounds, match notifications go to both parties — with no one-sided reach-outs ever happening — and you decide your next step from there. **Your age group is your key — pick it below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0) **⚠️ Important:** Your rsvp here is not a registration confirmation, so register through your age group link above and complete the personality quiz — places close once the group is full so sign up early, and only a completed registration locks in your seat. --- **How it works** 1. **Lock in your place** – using the link for your age bracket, then finish the personality questionnaire, since this is how you are officially confirmed. 2. **Hop on** – by clicking the Zoom invite at the event time, laptop phone or tablet — your choice, all work fine, and a host is live and will walk you through everything. 3. **Take part in the rounds** – host-guided one-on-one rounds with compatible Detroit singles in your bracket, as the host handles all transitions so conversations stay natural, as the quiz results already did the work of choosing who you meet. 4. **See your results** – after all rounds finish mutual matches are distributed privately, as privacy is guaranteed for all non-mutual selections, and once you have it you decide how and when to connect. **Perfect for:** - Anyone calling Detroit home wanting to escape digital dating that never converts to anything real and want to meet real locals without the faff. - Individuals in Detroit who are tired of app fatigue and empty match queues and want to talk to real people tonight. - Locals living in Detroit getting away from app fatigue and empty match queues and want real chemistry over profile photos. - Daters within Detroit who are tired of matches that ghost after two messages and are ready for something genuine instead. --- ✨ Done with apps — start here — use the link above to register and the host takes it from there this time. Your next chapter might start tonight. 🔥 ✨
Columbus Museum of Art, Free Admission Sundays
Columbus Museum of Art, Free Admission Sundays
Let’s meet and wander the galleries! General admission on Sundays is free.
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL
Maker's Market in German Village!
Maker's Market in German Village!
Let's check out the Maker's Market in German Village, a large outdoor Artisan Market, featuring over 65 Makers, Goods, Art and Delicious Food Trucks! Admission is FREE! [GVMM](https://www.gv-mm.com/) Let's get outside and enjoy the New Spring Season and Warm Weather! We will meet at Stauf's Coffee Roasters in German Village on South 3rd Street at Noon, 12 PM and then take a brisk walk to the Maker's Market, just south of Schiller Park. We can initially get coffee at Stauf's Coffee Roasters, if anyone may want to do so. Parking is widely available at Schiller Park and surrounding side streets. Thanks and hope to see you come out!