Accessibility

Berlin City Walk - [urbanjoy.de/walk](https://urbanjoy.de/walk) \>\>\> CONFIRMATION OF PARTICIPATION Participation **ONLY** after prior message to yes@urbanjoy.de or t.me/joejung After our wonderful city walk experiences in the past, we're treating ourselves to another round. From Paul-Lincke-Ufer 40, meeting point urbanjoy.de/walk we walk through Xberg-Neukölln in Berlins inner city and back. We leave on time. German style! You also have the opportunity to participiate the special variation "Blind Walk Moments" - It's a 3 people playful experience where 2 people guide and steer 1 person in between them that has their eyes closed. Imagine having an adventurous conversation amongst 3 people in are dark but protected state. Try it out, if you dare. We look forward to a wonderful time in Berlin's urban landscape with old and new friends. Come solo, in duos, trios or in large numbers and let's enjoy the fresh Berlin air. The event is free of charge. Donations to support the organization are welcome here > [Donations](https://paypal.me/unitydomeberlin) Best wishes, Your Berlin City Walks Team Any questions?! yes@urbanjoy.de t.me/joejung \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ english above \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ deutsche Bescheibung \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ \~ **Berliner StadtSpaziergang** \>\>\> NUR MIT TEILNAHMEBESTÄTIGUNG Teilnahme nur nach vorheriger Nachricht an yes@urbanjoy.de oder t.me/joejung Nach unseren wundervollen Spaziergängen der Vergangenheit gönnen wir uns einen weiteren City Walk Vom Paul-Lincke-Ufer 40, direkt am Landwehrkanal startrn wir unseren KiezSpaziergang durch Kreuz-Kölln (Kreuzberg & Neukölln) und kehren am Ende des Spaziergangs auch hierhin zurück! Wir starten pünktlich - typisch deutsch ;) Mehr/regelmäßige Infos findest Du auch hier: [urbanjoy.de/walk](https://urbanjoy.de/walk) oder in unserem Newsletter [urbanjoy.de](https://www.urbanjoy.de/) Klick die Links für weiteren Optionen. Es gibt auch dieses Mal wieder die Möglichkeit die besondere "Blind Walk" Variante auszuprobieren = 3 Menschen spazieren gemeinsam mit viel Raum für Gespräche und Austausch. 1 Person in der Mitte wird geführt und kann bei vollem Vertrauen, die Augen schließen. Die beiden äußeren Personen führen und geleiten die innere mit Achtsamkeit und Feingefühl und übernehmen während dieser Zeit die Verantwortung für die Sicherheit des blinden Spazierenden. Wir freuen uns auf eine schöne gemeinsame Runde in der Berliner Stadtlandschaft mit alten und neuen Freunden. Kommt solo oder zu mehrt und lasst uns die frische Berliner Luft genießen. Der Event ist kostenfrei. Spenden, um die Orga zu unterstützen sind herzlich willkommen > [Spende/t bitte hier](https://paypal-me/unitydomeberlin) Liebe Grüße Euer Berlin City Walks Team Noch Fragen?! Schreib einfach eine Nachricht hier: yes@urbanjoy.de t.me/joejung

**👋 Hello Strangers! —** For all players and chess-curious folks out there who want to chill, make friends, and enjoy some chess: We are hosting a daily meetup in Mitte / Prenzlauerberg for all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for a while. **Join us** — Daily from 7 pm till midnight. **Expected Behavior** — [Conduct](https://strangerchess.com/conduct/) **Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/) (No need to bring anything, boards, clocks, etc. are provided)

**Hi everyone!** We’ll now be meeting twice a week at Denizen House (Köpenicker Str. 40, 10179 Berlin), on **Mondays and Wednesdays**! * **Mondays:** levels A1 to B2 * **Wednesdays:** levels B1 to C1 We work with dedicated materials tailored to each level, so everyone will have a place to practice and improve. **Event schedule** * **18:00 – 18:30** Arrival and registration * **18:30 – 19:50** Sprachcafé * **19:50 – 20:00** End and clean up Please be aware that the moderated event starts at **18:30**. Before this time, we are busy setting up the space. Registrations usually take place around **18:15 / 18:20**. Participants are kindly asked **not to arrive too far in advance** at the house. If someone arrives much earlier, Denizen may ask them to pay either for a drink (consumption) or for a **day pass**, as the space is a co-working environment during the day. **Please remember, our event is only happening from 18:00 to 20:00** **How the Sprachcafé works** We use different materials to help participants gain confidence in German. Together with whiteboards and our volunteers, the Sprachcafé is based on **interactive conversations** in small groups. **Participation fee** The Sprachcafé has a **participation fee of 5 €**, which helps cover organizational costs and **includes one soft drink for free**. Tickets can be purchased directly on the day of the event, card and cash payments are accepted. As the Sprachcafé has become very popular, we now need to **limit the number of participants**. Please understand this measure; it ensures that everyone has a comfortable space to practice. We kindly ask you to be **rücksichtsvoll** and only RSVP “Yes” if you are certain you can attend. If your plans change at the last minute, please update your RSVP so someone on the waiting list can take your spot. Getting your ticket early can help secure your place. **Please note** Our event will begin **promptly** at the scheduled start time. If you arrive late, we cannot guarantee your participation, even if you have a ticket or have RSVP’d. We encourage all guests to arrive on time to ensure a smooth and enjoyable experience for everyone. Thank you for your understanding and cooperation. **About Denizen** Denizen is a new-style co-working space focused on being an integral part of local communities. Located on the ground floor of the historic Eiswerk on Köpenicker Straße in Kreuzberg, Denizen House is a communal place providing work, refreshment, and recreational facilities throughout the day. Think of it as a living room for the neighborhood. If you have any questions, don’t hesitate to let me know. If you’d like to contribute to this night, send me a message! Ich freue mich schon! Grüße, **Nacho**

Join us for a daily chess meetup in the heart of Berlin at Schönhauser Allee 174. Whether you're a beginner or a seasoned player, feel free to drop by anytime between 7 PM and midnight, every single day of the week. No registration is required – just show up and enjoy a game in a fun, inclusive, and casual environment. Newcomers can take advantage of a friendly crash course to get started, while experienced players share strategies, discuss best practices, and even explore quirky variants like Duck Chess or Bughouse. Boards, sets, and clocks are provided, with time controls up to 10 minutes per player for a rapid, engaging experience. It’s the perfect way to unplug, detox from screens, and connect with a diverse, kind-hearted community of chess lovers. The gathering welcomes all levels and backgrounds, creating a vibrant, family-friendly space where everyone can enjoy the game and forge real connections.

This is a board game night for you to meet up and play in a relaxed and respectful environment. The event is exclusively for people who identify as FLINTA\* (women, lesbians, intersex, non-binary, trans and agender). We play casual and family games as well as strategy games and heavy euros. **General information** Come alone or bring your friends. There will be some games and snacks on site, but you’re also welcome to bring your own. We’re especially happy to welcome people who enjoy explaining rules. Board game designers are warmly invited to bring prototypes! Dogs are only allowed in exceptional cases and with prior approval from the organizing team. Please read and respect our code of conduct. We speak both German and English. Free entry – donations (1 to 5 €) welcome. All information and our code of conduct: https://flintastisch.de/flinta-spieletreff-berlin/ **Accessibility details** The venue is wheelchair accessible and suitable for people with limited mobility. Unfortunately, the toilet is not accessible. If you require a support person due to a disability, but your companion is not FLINTA\*, please contact us in advance at mail@flintastisch.de The same applies if you would like to bring an interpreter. Companion, support, and assistance dogs are welcome. Please let us know in advance at mail@flintastisch.de

Ready to level up your practice? This dynamic Vinyasa Masterclass - Intermediate Flow is designed to help you build strength, improve stability, and move with more confidence and flow. Expect creative sequences, smooth transitions, and just the right amount of challenge to help you grow. The class is led by Neha, who brings over 20 years of experience and a warm, supportive teaching style. While the flow is designed for an intermediate level, beginners are absolutely welcome — modifications and simpler options will be offered throughout so you can move at your own pace and feel supported every step of the way.

Kommt am 2. Montagabend im Monat ins Offene Wohnzimmer zum Open Draw! Raucht Euch auch manchmal der Kopf von zu viel PC-Arbeit? Der Asphalt der Stadt ist heute wieder viel zu grau? Ihr würdet am liebsten mal wieder wild auf einem Blatt Papier rumklecksen oder gedankenverlorene Linien zeichnen? Höchste Zeit zur Tat zu schreiten! Wir wollen in entspannter Atmosphäre die kreativen Zellen auf Volldampf fahren und uns der Inspiration überlassen. Mit Musik im Hintergrund sowie Wein, Tee und Snacks im Repertoire wird dann gekleckst, gemalt, gezeichnet, geklebt, geredet und gelacht. Das Ganze kann sehr ambitioniert stattfinden, aber genauso zum Hirn-abschalten dienen. Austausch, Bilderswapping und gegenseitige Tipps/Kritik sind sehr willkommen. Material stellen wir (Kreide, Bleistift, Wasserfarbe, Acrylfarbe, Pastellstifte, Kohle, Papierbögen, Spiegel, Postkarten, Zeichenbücher, Illustrierte). Sujet kann alles sein: Der/die Tischnächste, der letzte Traum, oder der Feldhase Dürers. Technik auch: Von (Selbst)portrait über Stilleben bis zur Comiczeichnung soll alles abgedeckt werden. Wir bieten jeden 2. Montag im Monat offene Treffen zum kreativen Arbeiten sowie gelegentlich technik- und themenbasierte Workshops an. Wie immer wird um eine Spende für Raummiete/Material von 5-10€ gebeten. Anmeldung: Katharinav.runnen@gmx.de

This **coworking and networking** meetup is for neurodivergent people to get our tasks/projects/work done and to connect with other neurodivergent, whether for focus work or just finding someone who understands what you’re working on. **PLEASE READ THE EVENT DESCRIPTION BELOW:** So we can be self-accountable for our own comfort. **Location:** Werkräume inside Humboldt Forum https://maps.app.goo.gl/Jw5totHbQadfsJsE8 The **exact area** of Werkräume where we cowork will be updated in the **pinned comment on the event page**, as it is a public space and we cannot reserve a specific spot. **How to find Werkräume:** * **If you are starting from the Front Desk:** Find the large escalator behind the front desk. Go up to the 1st floor (one level above ground floor). * **If you are starting from the Humboldt Bistro:** go to the other building. Find the escalator and go up to the 1st floor (one level above ground floor). * **Final Destination:** On the 1st floor, look for the Werkräume sign. **What to expect:** * We usually use **[Pomodoro method](https://en.wikipedia.org/wiki/Pomodoro_Technique).** **When you are late** and the session has started, just take a seat and start working until break time. * However, **feel free to work with how you are most comfortable with.** What's important is, we all become accountability buddies. ✨ **Notes:** 1. **This a public place so bring your sensory management tools (earphone, stim toys, etc).** We can´t control the environment if there are other groups having their activities. 2. **The Werkräume can't be reserved** so we will all help each other by occupying the seats. 3. The place has wifi, locker and toilet. 4. The space has power plugs, but only in specific areas. Please ensure your devices are charged before coming. 5. **Food & drink:** there is a Bistro but pricey. Feel free to bring your own. **IMPORTANT:** No eating in the Werkräume. Use the public visitor seating instead. 6. **Bring a coin for the locker.** Security may ask you to store bags in the lockers outside the Werkräume. 7. **PLEASE EDIT YOUR RSVP if you can't come.** This helps us better manage the coworking session. Your update is much appreciated. 8. **All organizers are volunteers who are neurodivergent individuals.** We ask you to **be kind to us** and for your **support in making the event an enjoyable** for everyone. **Till then busy bees!**

**🧡 Hello Dear Chess Enthusiasts!** **☕ Participation fee** **You must buy a drink or food before sitting.** (**We were warned that** **you cannot sit without buying a drink.** This is a private café. Outside food or drinks are not allowed.) **📢 Chess Board** Please bring it if you have one. Otherwise, you may need to wait to play. **🕥 Please arrive on time** If you are more than 30 minutes late, there might be no table. The venue is reserved until 1:00 pm, so we should prepare to leave by that time. **📌 Location** The Bode Museum Café is on the first floor. Walk up the stairs. No ticket needed; just tell the staff you’re going to the café. **✨ Chess for fun** This meetup is organized by beginners for beginners and enthusiasts who are eager to practice, improve, and enjoy chess in a friendly and supportive environment. **📖 Basic knowledge is good to have.** ( [https://en.wikipedia.org/wiki/Rules_of_chess](https://en.wikipedia.org/wiki/Rules_of_chess) ) **📷 Instagram** [https://www.instagram.com/berlin_chess_club/](https://www.instagram.com/berlin_chess_club/) **💬 WhatsApp Group** This group is only for event participants. To get access, please ask the host during the event. 🚩**We have no tolerance for discriminatory(sexist, racist, and other) jokes or comments.** **🌸 Thank you & See you** *Photos and videos may be taken for social media and memories. Let an organizer know if you prefer not to be filmed.*

**💗** This is an event for those who are **newly diagnosed, still questioning, already diagnosed, or who self-identifies as neurodivergent.** It's a space to **share insights, hang out with other neurodivergent people,** and have a pleasant time. **Location: The meetup map is not acurate, go here [https://maps.app.goo.gl/982tc23nUfjtm9Wy7](https://maps.app.goo.gl/982tc23nUfjtm9Wy7) and find the neurodivergent flag.** 🌞 **\*\*Please read the description to ensure everyone's well-being and comfort.\*\*🌞** **♾️What to expect:♾️** 💛 Participants will be given **name stickers**. 💚 If you **choose not to speak** during event, **draw a star** besides your name on the sticker. 🧡 When the number of participants are more than 7, participants will be **divided to smaller groups**, so everyone can **have a chance to talk** and **feel included**. 💚 Feel **free to rotate to other groups**. The organizers will assist you. **💗** Participants are encouraged to **bring** their **sensory management tools** (ear plugs, sunglasses, etc). 🧡 Note that **we are in public space**, so not all sensory distractions are avoidable. **💗 Please be mindful to other people's personal space.** 💚 **Participate as much as you feel comfortable of.** Feel free to: **not speak** (you just need people's company), **take a break** when you feel overwhelmed), etc. **💗 Express your boundaries** in kindly manner to give everyone the chance to be aware of their actions. 💚 **Ask first** before you touch other people’s belongings 🧡 **Community Disclaimer** This event is a community-led initiative organized by neurodivergent **volunteers who dedicate their time, energy, and resources** to create a welcoming space. We strive to make our events as accessible as possible—both financially and in terms of neurodivergent needs—but **we also have our own limitations. We kindly ask for your understanding and empathy, as we rely on the support and cooperation of all participants to foster a healthy, inclusive environment.** **We’re excited to meet your lovely faces in person!**

Welcome to **ChessBar Events! 🍻♟️** We host **weekly chess tournaments** in different bars across the city — the perfect mix of strategy, drinks, and good vibes. The tournament is organized directly through our **ChessBar app**, where you can see your next opponent, enter results, and gain ranking points throughout the season. ✨ **What to expect** \- 5 games in **rapid format** (10 minutes per player) 🕹️ **\- Free entry** 💸 **\- Open to all levels** \- Up to 12 players can participate \- No need to bring a board or pieces — we provide all the material\! **How to join** 📲 Please make sure to **register through the ChessBar app** (signing up on Meetup alone is not enough). 👉 [https://onelink.to/chessbar-s](https://onelink.to/chessbar-s) 🌐 **More info** Website: [www.chess-bar.com](https://www.chess-bar.com/) Instagram: [@chess___bar](https://www.instagram.com/chess___bar/)

Ditch the old book club, where everyone has to read the same book...this is better! It works like this: Bring your own book. Come chat, have some tea or coffee, get to know your neighbors. Then we quietly read together, side by side, for about one hour, each one reading their own book, and afterwards we talk with each other about what we are reading. The usual agenda: - Arrival and introduction (~20 minutes) - ⁠Silent reading (~1 hour) - ⁠Discussion (~30-40 minutes) - ⁠Join us for a bite at a local restaurant afterwards, if you like! You may read in any language, you may read any book. We are a group of international residents of Berlin from many different countries, of all ages, and we converse in English. We welcome you! No registration needed – the event is donation based. All funds support the Offenes Wohnzimmer.

This workshop is a fun and easy way to discover a past life that offers information that will benefit you in your present-day life. This 2-hour group workshop is a fun and easy way to experience hypnosis, and discover a past life. Most people have lived many lives; however, the one you will experience in the workshop is the one your Higher Self picks for you to see. It will be a past lifetime that offers information that will benefit you in your present-day life. Doing a past life regression feels much like a guided meditation. During hypnosis you are always in your own control, and you will feel relaxed and refreshed, when the workshop is done. [Watch this video](https://youtu.be/FqmBC4wjnFc "https://youtu.be/FqmBC4wjnFc") for more information on this workshop. **Please bring the following** * Notebook and pen * Water bottle * Eye mask (optional) **The studio provides** * Yoga Math * Blanket * Cushion **Best way to prepare** * Don’t drink any coffee or alcohol before the workshop * Make sure you eat beforehand * Wear comfortable clothing * Have no expectations and come with an open mind! **Your host** My name is Marije, which for most people looks pretty alien but it's only Dutch ;) I'm a QHHT Level 3 Past Life Regressionist located in Berlin, Germany. I offer these Past Life Regression Workshops but my main job is my 1:1 Past Life Regressions. For more info check out my website. Or got any questions? Feel free to email me. [www.marije.co](https://www.marije.co "https://www.marije.co") \| hello@marije\.co \| [www.instagram.com/marije.co](www.instagram.com/marije.co "www.instagram.com/marije.co") **Cash payment** If you don't have a credit card and you'd like this workshop, there is an option to pay for this workshop in cash. Please email hello@marije.co to reserve your spot.

An inspiring, high-energy meeting of public speaking, connection, and personal growth in the heart of Berlin. **Mercury Toastmasters Berlin** invites you to our weekly meeting at our new home at **Das Center, Potsdamer Platz**, in the stunning **Historic Imperial Breakfast Hall**. *Experience the **power of prepared speeches** loaded with bold ideas, participate in our **dynamic Impromptu Session**, and **gain valuable insights** during our feedback segment.* *Leave with practical tools, fresh ideas, and renewed inspiration.* *Whether you want to speak up at work, boost your presence, or just meet inspiring people, you’ll feel at home at Mercury Toastmasters Berlin.* *** **[What to Expect:](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)** ✨ A supportive space to speak, grow, and connect 🎤 Engaging prepared speeches ⚡ Fun, fast-paced impromptu speaking challenges 💬 Feedback session you can actually use 🌍 A friendly, international crowd (around 25–30 people) **Schedule** (times may vary) ⏰ 19:15 - Doors open & networking 🎙️ 19:30 - Prepared Speeches 🏓 20:35 - Impromptu Session (Guest welcome to join) ↩️ 21:00 - Constructive feedback 💬 21:30 - Food, drinks & relaxed socializing **No experience needed.** ***Come curious. Leave energized.*** *** **🤙 [Hear it from our members:](https://maps.app.goo.gl/eRtvR9DRNqU9WZQn7)** *“You can sharpen your public speaking skills and gain tons of confidence, while having fun and making new friends. Mercury is well-structured, fun, and affordable.”* — *Therese Pitt* *“Mercury gave me a safe place to speak, create, and grow. I love the multicultural vibe and supportive community. It’s the best place to learn and have fun.”* — *Krisztina Linka* *** **[Did You Know?](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)** Toastmasters is where people go to get better at speaking—and grow into confident communicators and leaders. Today [Toastmasters ](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)has 350,000+ members across 16,000 clubs in 143 countries. And [Mercury](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/) is one of the best places to experience it. So bring your curiosity, your energy—and just be yourself. Whether you’re just starting or ready to level up, there’s a place for you here. *** **[Wondering what you get as a member?](https://mercurytoastmasters.de/membership-mercury-toastmasters-berlin/)** Think expert feedback, real-world speaking practice, and a supportive crew that’s got your back. [See you Wednesday night! 🎉](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)

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 is a time where players of all ages, and skill levels can gather and enjoy a nice Sunday full of Chess!

Join us as we get together to get together to help those in need at this CMG Gives Back event! We have a great little community of Movie Group friends so rather than see a movie this time, we’ll help “create a better world” by helping serve those in need. Here are complete details and our plan for this event: FAITH MISSION – GRANT KITCHEN: The Faith Mission kitchen and dining room serves residents 3 meals a day, every day of the year. For this event, our group will help prepare food, serve meals, assist residents in the dining room, wash dishes, and clean surfaces. PLAN: We will be preparing / serving / cleaning for BRUNCH from 10:30am to 12:30pm and have space for a total of 7 volunteers. Please arrive at 10:20am and wear closed-toe shoes and long pants. LOCATION: Faith Mission – Grant Kitchen is located at 245 N. Grant Ave. Enter the kitchen at Dock 1 (in the back of the building), indicated in the attached map. On-site parking in the adjacent lot and street parking is available in the surrounding area. Below are some links / attachments with additional info/details: IMPORTANT REMINDER: Our group will be providing all of the volunteers on this day so a firm RSVP count is essential. Please only sign up if you are certain you’ll be able to attend. If something unavoidable comes up, please try to update your RSVP no later than one week prior to the event. With few exceptions, no shows or cancelations within 1 week of the event will not be eligible for future CMG Gives Back events. I appreciate your understanding as we try to ensure the agencies have the volunteers needed to provide the essential services they provide to the vulnerable population they serve. Our Partner Agency for this event is Lutheran Social Services! A huge THANK YOU to all of YOU for volunteering at this (and any of our previous) CMG Gives Back events! Should be another good/fun/meaningful time together, Dan

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

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

Communication is everything in life! Attend this free lecture about how to be a better communicator. 📍 1266 Dublin Road, Columbus, OH 43215 You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio For more information, contact Rhiannon, the Event Host at 614-221-5024

**Tickets are on Sale now $22.00 curtainplayers.org** **please list your seat number in comments . Purchase in E .We also will meet for lunch if interested which is posted separately 😊**