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Frequently Asked Questions

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

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

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

Elm Events Today

Join in-person Elm events happening right now

MP(Mon)-Grass Volleyball: BB/A (Stevenson Park)
MP(Mon)-Grass Volleyball: BB/A (Stevenson Park)
## Details - Please read all below before you sign up **Cost:** Free **Court Type:** Outdoor Grass **Level:** BB/A **Transportation:** Parking will be right by the grass. **What to bring:** at least 3 bottles of water and a ball/net if you have one. **8 persons per net max** **Host's Philosophy on this event:** The purpose of this meetup is to create a fun and supportive environment where we can improve our skills, enjoy competitive games, and connect socially. While we do aim to play seriously and challenge ourselves, the focus is more on growth and enjoyment than simply winning at all costs. That’s why the title doesn’t include “competitive” or “social”—we want a healthy mix of both. We do expect a mindset geared toward learning and getting better over time. That said, this event isn’t intended for total beginners; an understanding of the game is expected so that everyone can contribute to meaningful and engaging matches. The host holds the right to remove you from the game if they believe that you are at a C level(absolute beginner). if you can't pass to the setter for example, you are a beginner. **Skill Level:** 1. **If you want to know your level, please see the link below:** [Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit) **YouTube:** The games may be recorded and uploaded to our channel here: Let the host know if you have an issue with this. [Youtube](https://www.youtube.com/@mp02626) **ATTENDANCE:** **Player Selection:** Regulars > Your Vibe > Skills > \*Flaky-ratio (your attendance ratio) > New Members \*If you have attended 3 events and dropped 6, you may or may not be invited. Anyone with a Flaky-ratio -.50 or lower. If you have a recent no-show, you may not be invited. The host takes attendance very seriously. Please remove yourself from the event (if you can't make it) as early as possible to allow others to join. You will be marked as a ***no-show*** if you don't show up to the event. [Smiley Social Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg/edit) **Q&A** *-Bringing your dog or cat is welcome and encouraged.* -Can I come if I don't know how to play? \*No, you may not. The host does teach a beginner's volleyball class that you may attend on Saturdays. -Can I be late or leave early? *The host expects you to be there **on time** and leave on time. If you need to come late or leave early, please let the host know ahead of time.* -Can I come even if I am not on the going list? \*No, sorry -How can I improve my Flaky-ration? *You can attend other Smiley events. Commit to showing up.* -Why are new members accepted last? *Because they are the most flaky.* -NO SMOKING (anything) **Smiley Social Important Links:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco) 3. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)
Volleyball - B/BB - Bluemont Park
Volleyball - B/BB - Bluemont Park
If you’ve already learned the basics of volleyball and want to keep improving your skills while having fun, this event is for you! **How to find us:** Park in the South Bluemont Parking Area and walk toward the south end of the lot. Near the end, you’ll see a bridge on your left—cross it. We’ll be on the field to the left of the picnic pavilion. **Skill Level:** Advanced Beginner (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details). **Reminders** 1. Attendance: We’ve noticed that the waitlist is growing, so please make sure your name is on the Going list if you plan to play. Our number of nets is limited so this helps avoid too many rotations. If your name is on the list but you don’t show up, it will count as an absence according to Smiley Social rules. Please update your RSVP at least 12 hours in advance if your plans change. 2. Injuries: Play safely and be mindful of others on the court. Respect positions and avoid risky moves that could lead to injury. If you’re not sure the ball is yours, call it before going for it to avoid collisions. 3. Game Rules: Let’s follow the basic volleyball rules, especially the three-touch rule so we can play properly and improve as a team! **Smiley Social documents:** 1. [Group Rules ](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Liability Waiver ](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco) 3. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)
Doubles Volleyball - A level @Bluemont Park
Doubles Volleyball - A level @Bluemont Park
Doubles Volleyball - A level @Bluemont Park Let's get together to play some fun A level Doubles games at Bluemont. Format: Doubles COST: FREE Court Type: Outdoor grass Minimum Skill Requirements: A level (click [here](https://docs.google.com/document/u/2/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details) Attention: 1. This event is not always on a first come, first served basis. Those who can bring a net and ball, may get priority over others on the waitlist. 1. Since skill levels are self-reported, some attendees may not meet the expected level in reality, so we encourage you to choose a partner you can enjoy the game with, and since this is a competitive event, it is okay if you make a strong team and win all the games. 1. Since people arrive at different times, each group of 4. Players will set up and claim a net as they arrive, and may continue playing without rotating until all nets are set. ——— Smiley Social documents: [Group Rules](https://docs.google.com/document/u/2/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg/mobilebasic) [Liability Waiver](https://docs.google.com/document/u/2/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco/mobilebasic) [Volleyball Levels](https://docs.google.com/document/u/2/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic)
DISTRICT AUDI CLUB EMAIL
DISTRICT AUDI CLUB EMAIL
Cigars & Startups: Global Founders Night (SelectUSA Week)
Cigars & Startups: Global Founders Night (SelectUSA Week)
Washington, DC is about to fill with global founders, investors, and operators for SelectUSA Investment Summit. But here’s the twist… This isn’t just about international companies entering the U.S. It’s also about **U.S. founders expanding outward.** Join us for a special edition of **Cigars & Startups DC**—an **unofficial, independent gathering** designed to connect: 🌍 **International founders** exploring U.S. market entry 🇺🇸 **DC-area startups and operators** looking to expand globally 💼 Investors, advisors, and ecosystem builders bridging both worlds When the conference ends for the day… the real conversations start here. 🔥 Expect: * Cross-border conversations (not just small talk) * Partnerships between U.S. and international companies * Insights on entering new markets—from both sides * A relaxed, off-the-record environment built for real connection 🎯 Whether you're: * Expanding into the U.S. * Taking your company international * Looking for capital or strategic partnerships * Or just want to meet high-quality people outside the conference halls You’ll find your people here. 📍 Location: Casa de Montecristo (DC) 💵 Entry: $25 🥃 Note: Because my company (Zccounting) is a bookkeeping and accounting firm, not a licensed tobacco dealer I will not be selling cigars and your ticket only includes "entry" to the VIP lounge and event, however, I'm super generous and will share as many cigars as you can smoke at the event from my personal collection for no additional fee whatsoever! ⚠️ This is an independent event and is not officially affiliated with or endorsed by SelectUSA.
Fall Line and Northwest Branch Trail (Moderate, rocky 3mi)
Fall Line and Northwest Branch Trail (Moderate, rocky 3mi)
I have passed this trail for years without exploring it but have heard people rave about this urban riverside oasis for just as long. Who wants to join me in exploring it? We will meet up in the parking lot on the northbound side of US 29 (just before Trader Joe's). After a quick introduction, we will head out on this riverside trail. We will turn around after a mile and a half (after we see some supposedly cool rapids) and mostly follow the path we came in on. We will scale the hill at two points to give us some rocky variety but it should be relatively flat other than those two climbs. Total distance is just over three miles and we should be back at our cars by 7:45. [Follow our route on Alltrails here](https://www.alltrails.com/trail/us/maryland/fall-line-rachel-carson-greenway-and-northwest-branch-trail?u=i&sh=5s9wgt)
Woodley Park Walk (4.5 mi)
Woodley Park Walk (4.5 mi)
Let’s go for a walk around Woodley Park **Time:** 6:00 PM - 8:00 PM **Start/End Location:** Woodley Park Metro Station **Map:** [Kamoot](https://www.komoot.com/tour/2932022382?share_token=aITDr7U5EFrgQ9Y27HfRArYhh6qbhwiXHvQaPP8pLwziQT5lDe&ref=wtd&t_s=referral&t_cid=route_share&t_ref_username=5303637054528) **Millage:** 4.5 mi **Terrain:** There will mostly be paved and level ground. \-\-\- We try to be punctual with our event times so please be respectful to others and show up a few minutes early. Note, we often limit the RSVPs to keep group sizes manageable. If you are on the waitlist but would really like to join, reach out to the organizer. Our events prioritize metro accessibility by meeting and ending at metro stations. Sometimes we start/stop at the same station, sometimes we do not. Please double check the event description to see if you can manage transportation. If you've enjoyed our walks please consider donating a few bucks to help us keep this group running (meetup is expensive!). [Donation Link](https://venmo.com/code?user_id=2158403661070336114)

Elm Events This Week

Discover what is happening in the next few days

Arlington Food Growing Event: Learn Indoor Gardening with LED Grow Lights!
Arlington Food Growing Event: Learn Indoor Gardening with LED Grow Lights!
Calling all foodies and gardening enthusiasts! Join us for an exclusive **Indoor Food Growing Learn**ing event where you'll get to taste fresh, live herbs while learning how to grow your own food indoors year-round. **Clift** will demonstrate how easy it is to grow more than **75 pounds of food** every year using **LED grow lights**—all from the comfort of your home. Whether you live in an apartment or have limited outdoor space, this event will show you how you can maximize small areas to grow delicious, pesticide-free produce. ### **What to Expect**: * **Live Herb Tasting**: Sample fresh herbs like basil, mint, and thyme, and discover their flavorful uses in your favorite dishes or drinks. * **Grow 75+ Pounds of Food**: Learn how you can grow your own fresh food year-round indoors with minimal setup. * **Indoor Gardening Benefits**: From saving on grocery bills to having pesticide-free herbs and vegetables at your fingertips, we’ll cover the perks of indoor gardening. ### **Why Attend?** * **Perfect for small spaces**—no backyard needed! * Gain expert tips on indoor gardening and sustainable food production. * A fun, engaging way to explore the benefits of fresh herbs and veggies for your meals. * Connect with like-minded individuals passionate about urban farming and sustainability. **How to Join**: Simply RSVP here to secure your spot! Visit **[indoorgardenmarket.com](https://iwantagreenthumb.com)** to learn more, and RSVP now for a fun afternoon of herbs, learning, and indoor gardening! Thank you, Clift --- Chief Community Grower at indoorgardenmarket.com
2026 Annual Mother's Day Arboretum Walk
2026 Annual Mother's Day Arboretum Walk
PLACEHOLDER We will be celebrating Mother's Day with a walk around the DC Arboretum weather permitting. We will gathering at the Columns and will depart and walk the Azalea trail loop which is accessible and pretty level ground. If others have more enthusiasm for a slightly harder follow-on walk you can join us for the Asian gardens or the Fern Valley depending on the weather. Please try to arrive early as this is a very popular spot on Mother's Day when the weather is good and parking near the visitor center or the Columns fills up really quickly. There is always overflow parking at the NY avenue entrance so if you are running late feel free to catch up to the group. As always bring whatever you need (poop bags, water, stroller) for your corgis and RSVP the number of CORGIS attending. Normal rules apply for us (need full dog vaccination, no females in heat, no aggressive behavior allowed, mixes always welcome if corgi friendly, be responsible for your own corgi and "human puppies" behavior if bringing kids) but you may want to double check the venue rules. Entrance should be free but as this is not my venue venue may surprise us with events or fees so always be prepared. Rain date announcement will be made by Saturday midnight.
SNP Sugarloaf Blooms 5 Mi 1120 Ft Moderate Hike
SNP Sugarloaf Blooms 5 Mi 1120 Ft Moderate Hike
**This hike offers a great view and spring flowering bushes in the north district Shenandoah National Park. Floral highlights to be on the lookout for are the incredibly fragrant wild azalea and blooming a bit later, the pale pink to white, star-shaped clusters of mountain laurel. This 5 mile loop has about 1100 ft of elevation gain. We'll break at a viewpoint along the Appalachian Trail for snack/lunch. The trail is rocky in parts and there are small, mostly rock hop water crossings. We typically hike about 2.0 mph when moving. However, we leave no one behind and will move at a pace that is comfortable to all.** **Hike Route:** **https://www.alltrails.com/trail/us/virginia/sugarloaf-loop-via-appalachian-trail** **RSVP:** **RSVP to register for this hike. If your plans change, update your RSVP (at least 2 days before the hike if possible) to open a spot for another hiker. This request applies to hikers on the Waitlist as well. RSVPs close at 6 PM the evening before the hike.** **Time to Meet:** **Please meet 15-20 min prior to hike start for introductions and liability waiver sign in.** **Meeting Location/Parking:** **Meet at the Piney River parking area on Skyline Drive Milepost 22. Entrance is across the street from the Matthews Arm campground.** **GPS 38.75057, -78.29420** **Group Size:** **20 hikers** **Facilities:** **No restroom available at trailhead. A vault toilet is located at nearby Elkwallow picnic ground. Flush toilets at Elkwallow Wayside are only open when the Wayside is open.** **Park Admission:** **Park fee or pass. https://www.nps.gov/shen/planyourvisit/fees.htm** **Contact Information****: Please use the comments feature for comments and questions. The hike leader is Lisa Peterson.** **Hike Cancellation****: In the unlikely event that the hike needs to be cancelled, hikers will be notified through comments on this posting. Please check Meetup for updates, minimally the evening before the hike.** **What to Bring:** **Water at least two liters, emergency contact information, medications, snacks/meal, insect repellent, sunscreen/protection from weather, and personal first aid. Trekking poles if you use them (especially helpful for stream crossings), sturdy hiking footwear and an extra pair of socks in case of wet feet.** **Please leave pets at home. Thanks!** **PATC** * **To find out more about PATC,** [click here](https://www.patc.net/)**.** * **Consider becoming a member of PATC. To join,** [click here](https://www.patc.net/membership)**.** **Attendance is limited at the discretion of our hike leaders. PATC rules do not permit children under 18 years to participate in a hike without a parent or guardian present.**
Brookside Gardens
Brookside Gardens
Let’s enjoy a walk in beautiful Brookside Gardens and Wheaton Park! ❶ **What we'll do:** * From the parking lot of Brookside Gardens, we'll walk east into the gardens and spend around 45 minutes of pleasant wandering through the garden paths and fountains. Departing the gardens, we'll pick up the pace and enjoy a walk through the woodland paths of Wheaton Regional Park. * The walk is a modified loop of about 4.6 miles. The surface is mostly paved, with some gravel and dirt paths here and there, and only slight changes in elevation. We should be finished in around two hours. This is an easy hike. * Google map: [https://tinyurl.com/4x4jy79p](https://tinyurl.com/4x4jy79p) ❷ **How to get there:** From the I-495 beltway north of Washington DC between I-270 and I-95 (either direction), take exit 31A to follow MD-97/Georgia Ave toward Silver Spring/Wheaton. Follow signs for MD-97 N/Georgia Ave and drive north about 3.2 miles. Turn right onto Randolph Road, and take the second right onto Glenallan Avenue. Brookside Gardens will be on your right at Heurich Road. (Follow signs to the Visitor Center.) See [https://goo.gl/maps/WHERgb5tyJ12](https://goo.gl/maps/WHERgb5tyJ12) NB: Be on the lookout for speed cameras, especially along Randolph Road! ❸ **What to bring:** Water and comfy shoes. Sorry, only service animals are allowed in Brookside Gardens, so your furry friend must stay home. A light jacket and sunscreen are recommended. It's early, but insect repellent may be handy. ❹ **Weather:** The forecast is partly cloudy and a high of 66F, with a 20-24% chance of showers. Winds 4-6 mph from the WSW. Updates: [https://tinyurl.com/yaewwwbt](https://tinyurl.com/yaewwwbt) ❺ **Advisories:** * As a reminder, this is an adult group, and you are ultimately responsible for your own safety and well-being during events. No one under 18 years of age is allowed at this event, either as members or as guests, to include babies in carriers and/or strollers. * Please review Brookside Garden's Etiquette page for a list of do's and don'ts: [https://tinyurl.com/2cjht3h6](https://tinyurl.com/2cjht3h6) ❻ **Administrative stuff:** There are restrooms at the Visitor Center, the Conservatory, the Nature Center, and just north of the carousel in Wheaton Regional Park. ❼ **Notes:** * Brookside Gardens, 1800 Glenallan Ave, Silver Spring, MD 20902. [http://tinyurl.com/gqxstyb](http://tinyurl.com/gqxstyb) *H/T to Abby for the event photo!*
Aslin Beer Company
Aslin Beer Company
Brisk, 3- 4-mile urban hike starting and ending at Aslin Beer Company in Logan Circle. We will head down 14th, loop around the Washington Monument and past the White House, and back on 15th to Aslin for drinks. Closest metro U Street.
See the Masonic Temple & Old Town Alexandria! Walk 5 or 10 km (3 or 6 mi)
See the Masonic Temple & Old Town Alexandria! Walk 5 or 10 km (3 or 6 mi)
Enjoy a Guided Group Walk from the George Washington Memorial in Alexandria starting at 10 am. There is free parking at the Masonic building (101 Callahan Drive) and a terrific view. Learn more about the unique memorial at [https://gwmemorial.org](https://gwmemorial.org). Old Town Alexandria dates back to the start of our country. The trail goes along city and residential streets, past stately homes and through local parks along the Potomac River. The town is full of American history featuring our first President, George Washington, and Civil War families like the Lees. Pets aren't allowed on Masonic Temple Grounds but can be kept in your vehicle while you register and can be walked to and from your car once you are walking. The walk is $2 for non-members and guests to defray expenses for our sport and $4 for AVA walk credit. Please bring correct change in cash (e-payment is not possible). We feature curated walks by experienced members. Dogs and children are welcome but children under 18 must have a guardian present. Meet walk host Rob Grunewald by 9:45 am by the side entrance of the Masonic Temple to register, so we can leave by 10 am. For more info contact Rob Grunewald, grunewar@yahoo.com, (703) 303-5543. Come explore with us!

Elm Events Near You

Connect with your local Elm community

2026 OSU Chadwick Arboretum
Spring Plant Sale and Auction Fundraiser - Columbus
2026 OSU Chadwick Arboretum Spring Plant Sale and Auction Fundraiser - Columbus
Open to public: Friday, 5/15/26: 12:00 p.m. - 6:00 p.m. Saturday 5/16/26: 9:00 a.m. - 3:00 p.m. Hosted by OSU The 2026 Chadwick Arboretum Spring Plant Sale and Auction Fundraiser Location: Lawn area south of the Nationwide and Ohio Farm Bureau 4-H Center 2201 Fred Taylor Dr, Columbus, OH 43210 Spring Plant Sale Spring into greenery at Chadwick Arboretum & Learning Gardens! Join us for our annual Spring Plant Sale Fundraiser and dive into a lush world of botanical delights. With over 16,000 fresh, exotic, and time-tested edible and ornamental plants, there's something for every green thumb! Experience the thrill of our tree and shrub auctions, where you can bid on unique specimens to enhance your garden sanctuary. Step into our Learning Lab, where engaging educational demonstrations on various garden topics will unfold throughout the three-day sale, enriching your knowledge and inspiring your green endeavors. Take part in an exciting, live auction offered each day, as well as a silent auction on Thursday and Friday. Explore vendor booths brimming with gardening essentials and delightful treasures. And while you shop 'til you drop, indulge in delectable treats from a delicious, local food truck. Proceeds from this event go directly to The Ohio State Chadwick Arboretum, student organizations, and local businesses alike. Come one, come all! Let's cultivate a brighter, greener future together. Credit/debit cards only.
Walk & Talk About Life's Big Questions
Walk & Talk About Life's Big Questions
[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations. If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!). **HOW IT WORKS** **Step 1: Bring a topic** Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event. **Step 2: Circle up & share** We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds. **Step 3: Walk, talk & float** We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!" **Step 4: Feel more alive** Two hours flies by. You're back where you started — but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times. *For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)* **HOW TO BRING A GREAT TOPIC** A great topic = something you're genuinely curious about. Recent topics include: * "What are you passionate about right now?" * "What makes a good friend?" * "What's a belief you used to hold that you've completely changed?" * "How do you want to be remembered?" * "What would you do if money wasn't a factor?" Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter. **WHAT TO EXPECT** This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.* But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here. **FAQ** * Wear casual athletic attire and sneakers. It's a long walk! * We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space. * We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space. * Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know. * Dogs, babies in strollers, parents, and friends are welcome — please text/email them the event link so they can RSVP and prepare a topic! **LOGISTICS** * If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event. * This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs. * Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details. * If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. 🤠👋 **IF YOU WANT TO GO DEEPER...** [The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up. * This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).
BeComing Circle Initiates
BeComing Circle Initiates
http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow
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
Saturday Mornings @ East Market
Saturday Mornings @ East Market
Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who enjoy talking to people from other countries, and those who would like to discuss international travel and culture, and who enjoy getting together for good conversations."
Choose Your Movie: THE SHEEP DETECTIVES vs HOKUM at Cinemark Stoneridge!
Choose Your Movie: THE SHEEP DETECTIVES vs HOKUM at Cinemark Stoneridge!
Join us as we get together to see your choice of two VERY different movies – one sweet and wholesome – the other a terrifying folklore horror! Option 1 is the fun whodunnit-action-comedy-mystery led by Hugh Jackman, THE SHEEP DETECTIVES! Option 2 is the top-reviewed supernatural-horror-thriller starring Adam Scott, HOKUM! Here’s a description, trailer and plan for this event: THE SHEEP DETECTIVES: Every night a shepherd reads aloud a murder mystery, pretending his sheep can understand. When he is found dead, the sheep realize at once that it was a murder and think they know everything about how to go about solving it. The film is directed by Kyle Balda and take a look at this ensemble cast: Hugh Jackman, Nicholas Braun, Molly Gordon, Hong Chau and Emma Thompson and the voices of Julia Louis-Dreyfus, Bryan Cranston, Chris O'Dowd, Regina Hall, Patrick Stewart, Bella Ramsey, Brett Goldstein and Rhys Darby. TRAILER: https://www.youtube.com/watch?v=pyZI5oM6hWk HOKUM: In this film, a horror writer visits an Irish inn to scatter his parents' ashes, unaware the property is said to be haunted by a witch. It is written/directed by Damian McCarthy stars Adam Scott, Peter Coonan, David Wilmot, Florence Ordesh and Austin Amelio. Hokum premiered to rave reviews at this year’s SXSW Festival and is being release by Neon. It is earning a stellar 97% positive rating on Rotten Tomatoes, which calls it, “A classic haunted house story enriched with atmospheric folklore and perfectly-timed shocks!” TRAILER: https://www.youtube.com/watch?v=EVCIK_MPyhc PLAN: We’ll plan for a 7pm-ish showing of both films and will meet inside the theater lobby about 20 minutes before showtime. If the showtimes work out, we’ll try to get both groups together for a bite before the shows! Complete details and showtime will be confirmed/announced as the date gets closer. Look forward to seeing you there, Dan
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.