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Frequently Asked Questions

Yes! Check out mapping events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

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

Absolutely! Find mapping events near your location here. Connect with your local community and discover events within your area.

Mapping Events Today

Join in-person Mapping events happening right now

Vue.js // Berlin #106
Vue.js // Berlin #106
**We switched away from Meetup for organizing this event!** Right now, you have a couple of options, because we're still trying to find the best alternative. Please go to one of the following event pages, instead, and let us know, which one you'd prefer and for what reason! Help us find the best way to organize the event while supporting Free and Open Source software! \* [lu.ma/vuejs_berlin](https://lu.ma/vuejs_berlin) \- not open\, unfortunately \* [openmeet.net/groups/vuejs-berlin](https://openmeet.net/groups/vuejs-berlin) \- open alternative that supports atproto \* [roomy.space/vuejs.berlin](https://roomy.space/vuejs.berlin/) \- open community chat linked to OpenMeet
FLINTA* Track Session Rehberge
FLINTA* Track Session Rehberge
Join our track sessions in Rehberge. Twice a month on Tuesdays, we’ll meet at the Track of Volkspark Rehberge at 18:30 for a group training. Meeting point - the Track of Volkspark Rehberge https://maps.app.goo.gl/ryhaXFxb3v9JJzyr8?g_st=ic Afterwards we‘ll have drinks or dinner if we feel like it. Don’t worry if you are new! Joining track sessions is a great chance to start 😉 Take care and see you soon ❤️ P.S. ‼️️ Please cancel your participation if you can’t show up, even if it’s at short notice so that we don’t wait for you. Thanks! ‼️
Board Gaming Happens! @ Electric Social 🎲
Board Gaming Happens! @ Electric Social 🎲
Need a mid-week pick-me-up? Join us for **Sip Happens!** this week at Electric Social, where good beer and great games come together for a fun and fantastic social night! Whether you're a board game pro or just looking for a chill night out and a fun way to socialize, there's something for everyone. Grab a beer (or cider, or wine, or even a tea!), **pick (or bring) a game,** and meet some new friends as we roll dice, play cards, and laugh the night away. From classics like Catan and Scrabble to party favorites like Cards Against Humanity, we’ve got it all. Coming straight from work? No problem...the kitchen serves awesome food as well! 😉 So, round up your mates or come solo—either way, you’ll leave with new friends and fun memories. Cheers to making midweek nights something to look forward to! 🍺🎉 We always have several organisers there (male and female), so come say hello to us! We care to make sure that everyones enjoys themselves and we have **no tolerance for bad behaviour or creepiness.** **Follow us on Insta:** @siphappens.berlin **Join us on Telegram:** t.me/siphappens_berlin **👉 Other important notes:** \- 🍸 The locations we visit are bars and clubs\, they are businesses and we are able to keep these events free ONLY if people buy drinks\. Please respect the locations and the event by making purchases \- 🦹‍♂️ Remember to keep an eye on your belongings and prioritize your own well\-being\. We are not responsible for any lost items or personal issues\. \- 📷 By attending our events\, you consent to being photographed or filmed\. Photos and videos taken during the events may be shared on our social media\. If you do not wish to appear in the photos or if you appear in a photo that we post that you would like removed\, please send us a private message as soon as possible on Instagram \(@siphappens\.berlin\)
GitHub Copilot Dev Day Berlin at adesso SE
GitHub Copilot Dev Day Berlin at adesso SE
Join us for a community-led developer event focused on **AI-assisted coding with GitHub Copilot**. This event brings together developers to explore practical workflows, real-world use cases, and hands-on experiences using GitHub Copilot. Whether you are new to GitHub Copilot or already using it, this event will help you better understand how to apply AI-assisted coding techniques in everyday development hosted at **adesso SE**. **Sessions & Workshops** 1. **GitHub Copilot in practise - Sandra Ahlgrimm** 2. **Let's create a tiny AI library together, Copilot powered - Johannes Bechberger** 3. **GitHub Copilot Hands-on workshop - bring your laptops!** **Location** [Prinzenstraße 34, 10969 Berlin](https://www.google.com/maps/place//data=!4m2!3m1!1s0x47a84e50ecd583e3:0xde16d03634776e3b?sa=X&ved=1t:8290&ictx=111) **Agenda** 17:30 - doors open 18:00 - warm welcome by JUG leader **Sandra Ahlgrimm** and **Andreas Voigt** from **adessoSE** 18:15 - first session 18:40 - second session 19:30 - workshop **Abstracts** **Let's create a tiny AI library together, Copilot powered** We all want to do it. When you want to integrate AI into your tools, what do you do? You add LangChain4j or SpringAI and run with it. But do you know how these libraries interact with the AI service providers or your local llama-server instance? These libraries aren't magic, so let's peek behind the curtain and write a tiny AI library together. This way you'll discover the REST APIs that power it all. **Speaker** **Johannes Bechberger,** a nerd passionate about compiler building and program analyses that enjoys cooking and works on the JVM at SAP ([LinkedIn](https://www.linkedin.com/in/johannes-bechberger-381296149)), making profiling easier for everyone. **Sandra Ahlgrimm** is Senior Developer Advocate working for Java Developers with Microsoft at GitHub. She also leads the Berlin/Brandenburg JUG together with Jörg, Oliver and Jan. **Andreas Voigt** is a Principal Software Architect at adesso SE. He has extensive experience in identifying and addressing architecture antipatterns. Andreas has spoken at several notable conferences, including JavaLand. He is dedicated to expanding the knowledge and application of architecture antipatterns within the community. **A big thank you to adesso SE** for hosting the event and generously providing food and drinks during the event. Your innovative approach and commitment to excellence are greatly appreciated!
Expat Stammtisch
Expat Stammtisch
Hey everybody, Moving to Berlin is an adventure, but let’s be real—the bureaucracy is a headache and making friends in a city this big can feel like a full-time job. Whether you’ve been here for three days or three years, the **Expat Stammtisch** is your home base to meet cool people. 🍻 We have a reserved area just for us. Grab a drink, find a spot, and join any conversation. **Ready to join?** See you at the bar!
OpenClaw Anonymous Berlin #7
OpenClaw Anonymous Berlin #7
**OpenClaw Anonymous Berlin** Informal meetup for people interested in OpenClaw and AI agents. We share what works/what doesn't and what we’re currently trying. Bring your ideas, experiments, and half-working setups. We're all here to learn how to tame the tiger. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Events usually unfold in two parts: 1st part - People showcase what they're working on: projects, tools, setups 2nd part - Open discussion/Networking
Buddy Program Meetup
Buddy Program Meetup
for **LGBTQIA+** **[free event with registration](https://wearevillage.org/en/shop/buddyprogram-meetup/w20-2026)** Welcome to our next “we are village” Buddy Program event. Buddy Program is a community project that helps queer people in Berlin find a supportive community to navigate the city, discover hidden gems, and build genuine friendships. At this welcome event, we will introduce our Buddy Program and we will provide you with an opportunity to meet other queer people who share your interests and passions. We will have some fun games and provide room for genuine connections to form. **More about the program** The Buddy Program was created for queer people living in Berlin. Whether you’re new to Berlin or a long-time local who loves sharing your city. Or if you’re already settled but you’d like to “step up” your relationships and engage on a deeper level. The Buddy Program values deep connections, meaningful conversations, and community care. By combining in-person meetups, online interaction through the **we are village** app, and interest-based matching, the program creates a space for mutual support, deeper connection, and a sense of solidarity. **I’m not a new arrival to Berlin but I’d love to share my tips and tricks about Berlin!** Everyone, regardless of their experience, is welcome. Our first goal is to connect people. **General information** Language: This event will be in German and/or English depending on participant needs. **Cost**: This event is free of charge. 🔵 **[kostenlos mit Anmeldung](https://wearevillage.org/shop/buddyprogram-meetup/w16-2026/)** Willkommen zu unserem zweiten „we are village“ Buddy-Programm-Event. Wir werden einige lustige Spiele spielen und Raum für echte Verbindungen schaffen. **Mehr über das Programm** Das Buddy-Programm wurde für queere Menschen in Berlin ins Leben gerufen. Egal, ob du neu in Berlin bist oder schon lange hier lebst und deine Stadt gerne mit anderen teilst. Oder vielleicht bist du bereits angekommen, möchtest aber deine Beziehungen vertiefen. Das Buddy-Programm schätzt tiefe Verbindungen, bedeutungsvolle Gespräche und Gemeinschaftspflege. Durch eine Kombination aus persönlichen Treffen, Online-Interaktion über die we are village App und interessenbasiertem Matching schafft das Programm einen Raum für gegenseitige Unterstützung, tiefere Verbindungen und ein Gefühl der Solidarität. Ich bin zwar kein Neuankömmling in Berlin, aber ich würde gerne meine Tipps und Tricks über Berlin teilen! Jeder, unabhängig von seiner Erfahrung, ist willkommen. Unser erstes Ziel ist es, Menschen zu verbinden. **Hinweise** **Sprache**: Dieses Event wird je nach Teilnehmerbedürfnissen auf Englisch und/oder Deutsch sein. **Kosten**: Die Teilnahme ist kostenlos.

Mapping Events This Week

Discover what is happening in the next few days

Ultimate Frisbee in the Park -  sunset sparkle
Ultimate Frisbee in the Park - sunset sparkle
Hi everyone. We'll meet and play a relaxed game of ultimate in Volkspark Rehberge if the weather cooperates. Our games focus on having great team play, where the teams work together to advance the disk down the field. It's more important to work well together as a team than have a few star players get a point with lucky shots. For this reason, players of all skill levels (especially those who have never played) are welcome to join Bring plenty of water, shoes you can run in and comfortable clothing that can get a bit dirty. Although we're an established group, newcomers are always welcome. After the game we try to spend some time together and have fun. Finding us: We meet in this big grassy area, it's a short bike ride from the subway stop Rehberge on the U6 or Amrumer Strasse on the U9. It can be a bit tricky to find the first time, so we've got a few methods to help out (don't trust the meetup map pin, it often shows some point in the park, not the exact spot where we are) 1. GPS: 52°32'54.9"N 13°19'51.0"E ; 52.548581, 13.330842 2. Google Maps: https://goo.gl/maps/xbZgaXzMSMt 3. the helpful picture here https://secure.meetupstatic.com/photos/event/2/8/8/f/highres_451930383.jpeg *This event may also be photographed and/or video-recorded, and published on social media channels such as meetup and eventbrite.* *By participating, you acknowledge and accept the risk of injury while playing Ultimate. Although adherence to the rules, proper equipment, and common sense reduce this risk, the risk of serious injury does exist; and, you willingly and freely assume all such risks.*
Afternoon Walk+Coffee in Berlin: Sonnenallee/Treptower/Kreuzberg👣🚶🚶‍♀️☀️🥐☕🍪
Afternoon Walk+Coffee in Berlin: Sonnenallee/Treptower/Kreuzberg👣🚶🚶‍♀️☀️🥐☕🍪
1 EURO DONATION FEE PER PERSON IS REQUIRED (on site, in cash), to pay back the Meetup subscription fees and support my Events. READ THE DESCRIPTION WITH THE INFO (IMPORTANT). We take a walk in Berlin to meet new people or people we already know 😁 It's a way to spend a few hours together on a public holiday afternoon. **How it works?** The concept is very simple: * We meet at Sonnenallee Station at 14,15 o'clock (we use the Whatsapp Chat to find each other: I will post there my exact location outside the station) * I wait for people for 10 minutes, till 14,25, then we start to walk direction Treptower Park, crossing the park 🌳🌳🌳 and going along the Spree river, to then go further * We go on along the Landwehrkanal, exploring Kreuzberg 🏠 * The total length of the walk is about 8kms * We land finally here to take coffee, a drink, or some food, and spend more time together ([https://maps.app.goo.gl/RsUCxwDKK6yVtiF48](https://maps.app.goo.gl/RsUCxwDKK6yVtiF48)) I consider that the event will last in overall around 4 hours (2 hours of walk 🚶🚶‍♀️ and 2 hours at the Cafe/Restaurant), but people are free to stay together longer, if they want 🙂 What I provide is leading the walk and the people at the Cafe, but I do not force anyone to stay shorter or longer. I do not provide a "personal support" for people who arrive after 14,25 (do not write to me expecting "private support"). You are responsible to check for the weather and decide if come or not. Thanks for understanding. If you have to contact me, make it via Whatsapp, not here on Meetup. WHATSAPP GROUP 💬 to find each other (join it, we use this group to find and synchronize us) [https://docs.google.com/document/d/157uLVXObKt1a4NqqvPa09NJW-050YBwHLW-7DbOD8R8/](https://docs.google.com/document/d/157uLVXObKt1a4NqqvPa09NJW-050YBwHLW-7DbOD8R8/)
Eberswalde (Hike 🍃🍃 with Coffee at the end in the town 🏘️) 15 Kms
Eberswalde (Hike 🍃🍃 with Coffee at the end in the town 🏘️) 15 Kms
2 EURO DONATION FEE PER PERSON IS REQUIRED (on site, in cash), to pay back the Meetup subscription fees and support my Events. READ THE DESCRIPTION WITH THE INFO (IMPORTANT). WHATSAPP LINK BELOW 📳​ We take the RE3 train that arrives to Eberswalde at 11,02 🚉😀 and stops in Berlin Hbf at 10,23 The train stops not only in Berlin Hbf (I attach below the screenshots with the stations and the timetable 🕐) Once in Eberwalde station, we follow this route 🍃🍃 [https://www.komoot.com/tour/2383133702](https://www.komoot.com/tour/2383133702) Bring your own food 🍔 and water 🥤, for the about 15kms of Hike. After the Hike, we come back to Eberswalde town center 🏘️ to take a coffee ☕ or a cake 🍰 here, for the people who want (the others can directly take the first train to come back to Berlin): [https://maps.app.goo.gl/YeLEY8FFMWsSLwtv6](https://maps.app.goo.gl/YeLEY8FFMWsSLwtv6) One train per hour is available to come back to Berlin 🚉 NFO ℹ️ℹ️ Route distance: 15 kms Pace: about 14 minutes per km (know by experience with my events) Breaks ⛔: 2 breaks at approximately 1/3 and 2/3 of the way I do not provide a "personal support" for people who do not take the indicated train. You are responsible to check for the weather and decide if come or not. Thanks for understanding. If you have to contact me, make it via Whatsapp, not here on Meetup. WHATSAPP COMMUNITY 💬 to find each other (join it, we use this group to find and synchronize us, as well as post photos) [https://docs.google.com/document/d/157uLVXObKt1a4NqqvPa09NJW-050YBwHLW-7DbOD8R8/](https://docs.google.com/document/d/157uLVXObKt1a4NqqvPa09NJW-050YBwHLW-7DbOD8R8/)
FLINTA* Run Moabit Spreeufer
FLINTA* Run Moabit Spreeufer
We are exploring the running routes of our community members! Join us to explore Astrid’s area 🥰 On May 16 we’ll gather at U-Bahn Turmstraße at 11 am for another 5k run in Moabit. The meeting point - Bike Stands at Heilandskirche Church https://maps.app.goo.gl/KRupENA2g2raX1dXA Don’t worry if you are new! We run at a pace which is comfortable for everyone, so it’s a great chance to start 😉 Take care and see you soon to enjoy another active morning together ❤️ P.S. ‼️️ Please cancel your participation if you can’t show up, even if it’s at short notice so that we don’t wait for you. Thanks! ‼️
Walk & Talk: Treptower Park / Plänterwald (8 km, auf Deutsch)
Walk & Talk: Treptower Park / Plänterwald (8 km, auf Deutsch)
**Neue Leute kennenlernen, nette Gespräche & frische Luft. Am Sonntagnachmittag.** . **💶 2 Euro Gebühr (vor Ort, in bar)** . **🛑 Falls Du es nicht schaffst, sag bitte rechtzeitig ab.** 😊 **Zusagen sind bis kurz vor Beginn möglich. Ich freu mich Dich zu sehen.** . 👋🏼 Wir treffen uns an der [S-Bahn Station Treptower Park, am Hinterausgang Richtung Park (Link Google Maps)](https://maps.app.goo.gl/4kVsM838mCSftVPc9). . Wir machen eine kleine Vorstellungsrunde. Danach gehen wir los. . 💐 Wir laufen auf dem großen Uferweg entlang der Spree, vorbei am Vergnügungspark Plänterwald bi szum Ende des Plänterwalds. Dort kehren wir um, gehen zurück durch den Plänterwald um dann wieder das wunderschöne Spree-Ufer entlang zu laufen. 😊 Ich bereite Deep-Talk-Fragen vor, damit Ihr gut uns Gespräch kommt. . **💧 Empfehlungen:** * Bring etwas Wasser mit, falls Du durstig wirst (1 Liter) * Gegen Abend kann es kühler werden: Bring Dir etwas Warmes anzuziehen mit. . **👉 Rechtlicher Hinweis** Auch wenn wir uns als Gruppe treffen und ich einen schönen Weg für uns herausgesucht habe, **bist Du voll verantwortlich für Dich selbst**. . **👱🏼‍♂️ Mehr über Abenteuer Freundschaft** Ich bin Georg Preller. Ich habe Abenteuer Freundschaft gegründet, um Freundschaft zu erforschen. Mein Ziel: Mehr echte Freundschaften auf dieser Welt. . Auf Meetup findest Du zahlreiche Events zum Kennenerlenen oder um über Freundschaft zu lernen. . **👋🏽 Weitere Gruppen & Kontaktmöglichkeiten** . **✈ Telegram-Kanal: [t.me/abenteuer_freundschaft](http://t.me/abenteuer_freundschaft)** für Events, Workshops & Treffpunkte für neue Freundschaften . **✉ Freundschafts-Newsletter:** [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) Alle 4 Wochen das Neuste aus der Freundschaftsforschung; oft seltener, denn ich schreibe nur dann, wenn es wirklich etwas zu berichten gibt. . **🔥 6 Zutaten großartiger Freundschaften** Seit 2020 forsche ich, was großartige Freundschaften wirklich ausmacht. Das Ergebnis ist das 30seitige eBook: "Die 6 Zutaten großartiger Freundschaften". Du erhältst das eBook zurzeit kostenlos mit der Anmeldung zum Newsletter: [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) **💯 Wie wird man Freunde in Berlin:** * [Freunde finden: Wie wird man Freunde?](https://abenteuer-freundschaft.de/freunde-finden) * [Was ist Freundschaft?](https://abenteuer-freundschaft.de/freunde-finden) * [Wie schnell wir man Freunde?](https://abenteuer-freundschaft.de/wie-schnell-entsteht-freundschaft)

Mapping Events Near You

Connect with your local Mapping community

Data & Analytics Wednesday - Mapping and Dashboards
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)
Trails & Ales! Blendon Woods Metro Park / Forbidden Root Restaurant & Brewery
Trails & Ales! Blendon Woods Metro Park / Forbidden Root Restaurant & Brewery
**History** The history of [Blendon Woods Metro Park](https://www.metroparks.net/parks-and-trails/blendon-woods/) began long before its 1951 opening, rooted in a landscape of rugged ridges and deep ravines that made the land unsuitable for traditional farming. In 1945, a report proposing a metropolitan park system for Franklin County specifically highlighted these cliffs of Bedford Shale as some of the "wildest land in the vicinity". Following this recommendation, the recently formed park district purchased the first 229 acres in early 1949. Because the terrain was so uneven, developers had to cut a mile-and-a-half-long roadway through dense woods just to bring in heavy equipment. This initial preservation effort ensured that the mature second-growth hardwood forests remained largely untouched by the urban expansion spreading toward Westerville. Opening day arrived on Labor Day, September 3, 1951, marking Blendon Woods as the second park in the Columbus and Franklin County Metro Parks system. The final push to open was a frantic race; the State Highway Department only finished the primary gravel access road four days before the gates opened. Early staff members, consisting of just four full-time employees, had to hand-dig pit toilets and learn construction skills on the fly to build the first picnic shelters. Despite the dusty conditions and limited facilities, the park was an immediate success, drawing massive crowds from across Central Ohio. By the end of the 1950s, annual visitation had already climbed to over 190,000 people. As the surrounding suburbs grew in the 1960s, the park faced severe overcrowding that threatened its natural habitats. In response, Franklin County voters passed the first Metro Parks levy in 1960, providing the funds necessary for a decade of steady expansion. During this era, the park nearly doubled in size, growing from 264 acres to over 570 acres by 1968. Planners also addressed a critical water shortage by collaborating with the U.S. Soil and Conservation Service to build a lake in 1964. This body of water originally served as a temporary reservoir before its role shifted toward conservation and wildlife support. The 1970s marked a transition toward the specialized wildlife and educational focus for which the park is known today. In 1971, the Walden Waterfowl Refuge was established around the 11-acre Thoreau Lake, creating a sanctuary that remains restricted to provide a quiet habitat for migratory birds. A formal nature center was also developed during this period, expanding on the guided Sunday walks that had been a park staple since the early 1950s. The park’s famous "Monarch Mansion" also became a prominent fixture, starting a long tradition of raising and releasing thousands of monarch butterflies each September. These initiatives cemented the park’s reputation as a premier destination for birders and nature enthusiasts. In more recent decades, Blendon Woods has continued to modernize while maintaining its wilderness character. The 10-acre Natural Play Area was added in 2017, encouraging kids to explore the ravines and woods off-trail. This was followed by the opening of a $1.5 million inclusive playground in April 2025, designed to accommodate children of all physical abilities. The nature center also underwent major renovations to include immersive, three-dimensional exhibits and a new butterfly house. Today, the park encompasses 653 acres, preserving a unique geologic and biological corridor amidst the bustling Westerville and Northeast Columbus area. **Map of the Park** Here is a map of [Blendon Woods](https://www.metroparks.net/wp-content/uploads/2025/05/BLN_map_Inclusive-Playground-and-Butterfly-Trail_May-2025_1980px.png). **Summary** For this event, we will hike the Lake View, Hickory Ridge, Ripple Rock, Overlook, Brookside, and Sugarbush Trails. This sounds like a lot, but it will really be only a little over five miles. Blendon Woods has a few hills here and there, but it's not one of the more strenuous metro parks. **Where We'll Meet** We'll meet just in front of the Nature Center. This is about a mile into the park from the main entrance. You have to go past the Ranger Station and the Shadblow Reservable Area to get to it, so don't stop too early at the Ranger Station and get it confused with the Nature Center. **After the Hike** Afterward, we will head over to [Forbidden Root Restaurant & Brewery](https://forbiddenroot.com/restaurants/columbus-ohio/) at Easton for [drinks](https://forbiddenroot.com/restaurants/columbus-ohio/#dinner-menu) and [food](https://forbiddenroot.com/wp-content/uploads/Cbus-Food.pdf). We should be there by 5 if you can't make the hike and just want to join us for drinks. The brewery's actual address is [4080 Worth Ave, Columbus, OH 43219](https://www.google.com/maps/place/4080+Worth+Ave,+Columbus,+OH+43219/data=!4m2!3m1!1s0x88388a86d10b6619:0x4d42b470a5cf11d3?sa=X&ved=1t:242&ictx=111); however, I recommend pointing your GPS to the [Worth Garage](https://www.google.com/maps/place/Worth+Garage/@40.0542293,-82.9137962,17z/data=!3m1!4b1!4m6!3m5!1s0x88388b4df6082825:0x17582f0eccd9dda1!8m2!3d40.0542293!4d-82.9137962!16s%2Fg%2F11rzfvvv8b?entry=ttu&g_ep=EgoyMDI2MDQxNS4wIKXMDSoASAFQAw%3D%3D) across the street. Parking in this garage is free as long as you're not on the first floor, and it is literally right next to the brewery.
Rocky Fork Hike
Rocky Fork Hike
Join us this Thursday (5/14) at 6:30 pm at Rocky Fork Metro Park in Westerville as we walk about 2.5 miles of a fully paved trail. The Beech Woodland trail is a flat yet scenic trail with a variety of landscapes. Let’s take it in together!
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
First Look at Bank Run
First Look at Bank Run
VROOM!!!!!!
VROOM!!!!!!