Master Data Management

The Silver Spring D&D Group is BACK! They are reforged and ready for adventure! Join our Maryland partners for their very special return event D&D Meet-Up: Reforged Realms on Sunday, May 17 from 1pm-6pm at our brand new home base: Third Hill Brewing Company in downtown Silver Spring. After a short hiatus, we’re kicking off D&D 2.0 with a fresh venue, new energy, and an expanded volunteer team🤩 ready to bring even more stories to life. (And also the first event since our group’s founders tied the knot! ❤️) What better way to celebrate this amazingness by raising toasts to all of this, then rolling dice together again? [Join the Silver Spring D&D Group Here](https://www.facebook.com/events/s/dd-meet-up-reforged-realms/939505765504076/?mibextid=wwXIfr&rdid=Hq5d5utG0YMRYA0q&share_url=https%3A%2F%2Fwww.facebook.com%2Fshare%2F17KSztGiRp%2F%3Fmibextid%3DwwXIfr#) **Can't make any of the events? Want to stay in the loop? No worries! Join the [DMV D&D Group](https://discord.gg/bDvGRtKfhR) to stay aware of all future events!**

Learn to manage stress and achieve self-growth through simple relaxation and Meditation. Heartfulness Meditation is a simple, modern, methodical approach to meditation. Rather than homing in on your breath or repeating a mantra, you simply focus inward, on your heart, to cultivate inner strength and serenity. Heartfulness meditation is gaining traction in recent years. It focuses on the heart, allowing individuals to connect with themselves on a deeper level, and ultimately achieve peace, relaxation, and clarity. It is a practice that encourages patience, self-compassion, and acceptance, helping cultivate a deeper appreciation for the present moment. This practice is offered with love and at no cost

Discover the path to stress management, life's tranquility, and self-improvement through Heartfulness Meditation. Embrace relaxation, meditation, and emotional detoxification practices to unlock your best self. Join our free sessions every Sunday at 8 AM and Wednesday at 7 / 7:30 PM at various centers in MD and VA. Experience the profound benefits of these simple yet powerful practices. Commit to a few months of meditation and witness the transformative impact firsthand. We eagerly await your presence at these enlightening sessions.

Join us for **[Judy’s Altered Minds](https://artisticartifacts.com/pages/judy-s-altered-minds)**! Bring your fiber & mixed media show & tell; many members also enjoy making ATCs (**[artist trading cards](https://artisticartifacts.com/pages/judy-s-altered-minds)**) for exchange each month. **Come early to shop** (JAMs attendees receive a 10% discount on their purchases) — Artistic Artifacts is open Sundays 11:00 am - 4:00 pm. The JAMs meeting starts at 1:30 pm. New members are always welcome! A $3.00 contribution is requested at each meeting. JAMs members are art quilters, collage artists, art journal keepers, surface design enthusiasts, paper crafters, art doll/assemblage artists and more! All levels of expertise are represented, and all are welcome. During JAMs meetings, attendees gather support and encouragement for their art through show & tell and enjoy the camaraderie of like-minded friends.

**\*TO ATTEND GET TICKET At** [https://www.socialevents123.com/event-details.aspx?id=13397#tix](https://www.socialevents123.com/event-details.aspx?id=13397#tix) (Multiple Meetup groups are co-organizing so the RSVP's shown are just a very small portion attending. We'll have at least 20 registered.) Our last online Bingo Night Party was such a BIG hit, we're doing it again! Do you like to play BINGO or want to just do something different?! Then you will LOVE this event! Here is your opportunity to have some fun playing our Live "Bingo" game. You will also get to socialize and make other friends from the comfort of your home. Prizes included Amazon gift cards, free future events and more! This completely online event will be LIVE and you will be able to see and hear the other participants while playing. You will either need to print or draw out your bingo cards. We will email you with how to get it after registering. You can have more than 1 person on your team as long as they're from your house and use same device. Friends/family around the country can also play. They would just need to also register for a ticket. This event will be held on Zoom which you would access through your computer/webcam, or via your phone/tablet. On day of the event, you will get a secured Zoom link and link to print out Bingo cards. \*RSVPS ON HERE ARE NOT REFLECTIVE OF ACTUAL ATTENDANCE as this is a multi group event. Cost: $15-$20 depending on how early you register. **\*TO ATTEND GET TICKET AT -** [https://www.socialevents123.com/event-details.aspx?id=13397#tix](https://www.socialevents123.com/event-details.aspx?id=13397#tix)

​**Due to the popularity of the event, registration is required at [https://luma.com/dcmahjongg](https://luma.com/dcmahjongg).** **We do not use, nor honor, the RSVP system on Meetup.** ​ **Drop-in games every Sunday afternoon at the Lillian and Albert Small Capital Jewish Museum.** * **Lessons (10:30 - 1:00) for new and returning players begin promptly at 11:00.** The fee is $10. * **A Support Table (1:00 - 3:00) is available for those who have taken a lesson and want to play with an instructor overseeing the game.** The fee is $5. * **Drop-in play (1:00 - 3:00) for** all experienced players. Tables are labeled for All Levels and Mahj Mavens. All skill levels are encouraged to participate. Play is free, but a donation of $5 is encouraged to help defray event costs. ​ If you own a mah jongg set, we encourage you to bring it. Please bring your NMJL card if you have one. ​The museum is located one block from the Judiciary Square Metro station (Red line). Street parking is available, and a paid garage is located at 3rd and G Streets. You do not need to be a member of the museum to participate. On entry to the building, you will be directed to the Nosh Pit, where you can also purchase a snack and coffee while waiting for the games to begin. *Photographs taken by Museum staff during the program may be used for educational and promotional purposes in print and online publications. Attendance at the event implies your consent.*

# Today's meetup is limited to 12 BB and above only players and 2x2, 3x3 or 4x4 play only. Please help us keep this day limited and enjoy the open play on the other days if you or your friend are not BB or above. People make plans and travel to show up on limited days for limited play because it is limited to experienced players. Please do not show up if you are on the waitlist without checking first, or try to play 5's or 6's, with your friend that is learning how to play, or because it is not full with 12 players if you or your friend are not BB or above. We’d rather play with 9 experienced players on these limited days than open it up to beginners, friends that are learning, etc. There are other open days for that, and they are fun too.

Join us for our weekly riichi mahjong meetup! It is highly encouraged to make a purchase of food or drink at the Whole Foods while playing there. We play on the second floor of the Whole Foods in a bar area called The High Point, There is parking for $5 on the weekends at The Boro Garage B. Do not use the whole foods parking lot since it gets up to $25.

This is a level 1-4 scenario connected to the Season 7 Pathfinder Society meta-plot involving hostilities between Cheliax and Andoran. Scenario is not marked as repeatable by Paizo, however, replayers are welcome to join in for another go. Hope to see you join us as we get a Pathfinder scene going at Game Kastle! Tensions are high following the Battle of Hellknight Hill, and while Cheliax hasn't taken any direct action, they've encouraged privateers to attack Andoran shipping. One of these pirates is especially overconfident, and believes she can win more favor with a more direct attack–one on the Augustana shipyards. Coincidentally, the Pathfinder Society is in the market for a new ship, and the heads of Supplies and Procurement are touring some that are available when the attack begins. As the escorts to Nairaba and Kitsch, the two aforementioned heads of their divisions, it's up to you to keep your charges safe while dealing with the chaos. Written by Hilary Moon Murphy. **Scenario tags**: Hellfire Crisis

Join us for an exclusive Bowie, MD Property Tour on Sunday, June 17th from 12:30 PM – 2:30 PM! We’ll visit 3–5 homes, including a mix of townhouses and single-family properties, to give you a real look at what’s currently available on the market. This event is designed to help buyers better understand pricing, features, neighborhoods, and what to realistically expect when searching for a home in today’s market. Whether you’re planning to buy soon or just starting the process, this tour is a great opportunity to get informed and feel more prepared before making a move. 📍 Exact property locations will be provided the day before the event. ⚠️ Space is limited. To reserve your spot and receive location details, please send your contact information to: 📧 [cassey.coul@gmail.com](mailto:cassey.coul@gmail.com)

*Sometimes we invite Neurodivergent District members to join a virtual event from our Constellations community. We’re glad you’re here.* *Just to clarify, attending this event doesn’t include access to the Constellations member portal or membership. If you’d like ongoing access to events like this, along with curated member introductions for friendship or dating, you’re welcome to explore joining [Constellations](https://www.harringtonmatchmaking.com/constellations-membership).* Join us for a gentle, low-pressure walk at Brookside Gardens for women who want to connect in a calm, supportive environment. This is a space designed for ease: • small group, outdoors, and intentionally slower-paced • no pressure to socialize in any particular way We’ll spend time walking, talking (if you want to), and enjoying the gardens together at a relaxed pace. This gathering is created with care for those who are immunocompromised or benefit from a more accessible, lower-stimulation setting. To support participants with sensitivities, we ask that everyone consider arriving fragrance-free. **Please RSVP using the link below (not just Meetup)** so we can share the exact meeting location, route, and any weather updates. Click [here](https://harringtonmatchmaking.as.me/?appointmentType=91926732) to RSVP.

Join The Charleston Coach for Mahj & Mimosas, a Troop Mahjong DMV social. Spend the afternoon playing, sipping, and meeting new Mahjong friends in a relaxed, welcoming setting. Your ticket includes one drink. ✨ Troop Perks ✨ Each new attendee gets a Troop Mahjong Society Merit Book, merit stickers, and a bingo card to track your Mahjong milestones. Returning TMS players will have the opportunity to earn merit stickers! Seats are limited, so grab yours early. Tickets must be booked using this link: https://bookwhen.com/thecharlestoncoach/e/ev-smju4-20260517120000 Please note: This is a social play event for players who already know the basics of American Mahjong. If you’re brand new, start with a Mahjong 101 lesson first.

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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!