Data Protection

collaborative community for ServiceNow specialists and IT professionals to connect, share knowledge, and grow together. This group focuses on real-world use cases, best practices in ITSM, emerging technologies, and career development. Whether you're a beginner or an experienced professional, join us to exchange ideas, improve communication skills, and build meaningful industry relationships.

International Day of Protest Against Shock Treatment Educational Open House Join us for an educational Open House in observance of the International Day of Protest Against Shock Treatment, an internationally recognized day focused on awareness, ethics, and human rights in mental health care. This event is designed to inform the public about electroconvulsive therapy (ECT)—its history, current use, reported risks, and the importance of informed consent, transparency, and patient rights. Through educational displays and guided discussion, attendees will have the opportunity to review documented information and see an excerpt of the documentary, *Therapy or Torture*. The Open House emphasizes the importance of ethical standards in mental health treatment and the need for safeguards that protect individuals from harm, coercion, or misuse of authority. What to expect: Educational exhibits and informational materials Historical and contemporary context on shock treatment Discussion on informed consent and patient rights A respectful, non-political learning environment This event is open to the public and intended for community members, students, professionals, advocates, and anyone interested in human rights and ethical mental health care. Quiet reflection, questions, and thoughtful conversation are welcome.

To attend, register at: [https://www.eventbrite.com/e/evening-at-the-embassy-of-kenya-tickets-1988416620639](https://www.eventbrite.com/e/evening-at-the-embassy-of-kenya-tickets-1988416620639) – The Majesty of Nairobi – The Beauty of Chyulu Hills – The Wonder of The Mars Tonight, step on foreign soil for a special evening of native authentic Kenyan food, drinks, music, art, diplomats, film, and more! Featuring: A) **Kenyan Food:** Prepared by a native Kenyan chef. B) **Kenyan Beer and other African Beverages:** Sample the best and most unique Kenyan beers as well as other African treasures. C) **Special Kenyan Cultural Presentation:** **D) Diplomatic Greeting:** Hear from the leading Kenyan Diplomats and feel free to schmooze and network with the diplomatic staff, all of whom will be invited to this special evening, and many of whom are expected to attend. **E) Kenyan Art:** Throughout the embassy, the staff has arranged for the presentation of special African artifacts and paintings unseen to most Americans’ eyes. They will be on hand to personally discuss the art’s origins and meaning with you. **F) Kenya Cultural Film:** At your leisure, you are invited to watch recurring films showcasing Kenya’s cities, mountains, borders, landscape, people, tribes, animals, safari tours, everyday culture and much much more. Note: The *event is presented as a cultural event organized by us at the Embassy of Kenya, Your registration fee is used by Things to do DC solely to present diverse cultural events to our membership. No part of the admission fee is related in any way to the Embassy of Kenya or staff at the Embassy of Kenya. We appreciate your support of our event* ## Suggested Attire Smart Casual. Jeans, shorts or sneakers, or plain/design tee shirts are not acceptable. To attend, register at: [https://www.eventbrite.com/e/evening-at-the-embassy-of-kenya-tickets-1988416620639](https://www.eventbrite.com/e/evening-at-the-embassy-of-kenya-tickets-1988416620639)

Are you looking to make new friends in the DC area? This is it! Reserve your spot for free on **[Eventbrite](https://www.eventbrite.com/e/1987803322247?aff=oddtdtcreator)**. Make new friends and meaningful new connections and do community building. Or just to unwind and enjoy extended happy hour. We are absolutely thrilled to announce that **[Hotel Zena](https://www.viceroyhotelsandresorts.com/zena?gclid=CjwKCAjw9NeXBhAMEiwAbaY4lmNIGNhZ43UtLelRqLdCZsZ_eXi5gUulOWkczZ9-jBZcrF_XJTC2lxoC4rgQAvD_BwE&gclsrc=aw.ds)**, an art-filled boutique hotel, is hosting Go Gay DC! Get ready for another gathering of members of the LGBTQ+ Community! About 20 LGBTQ+ folk are expected. We are gathering in Figleaf lounge located to the left of the main entrance. We will be in the back by the pool table. Arrive when it is convenient for you! Most attendees will likely arrive by 7:00 p.m. **Metro Directions:** Be eco-friendly. The hotel is located at 1155 14th St NW, Washington, DC 20005. The closest Metro station is McPherson Square. **[See a map](https://www.google.com/maps/place/Hotel+Zena,+a+Viceroy+Urban+Retreat/@38.9050701,-77.0315871,15z/data=!4m2!3m1!1s0x0:0x734a7f7109afbeb2?sa=X&ved=2ahUKEwio7Yrx1dSBAxVolWoFHQUPA14Q_BJ6BAhnEAA&ved=2ahUKEwio7Yrx1dSBAxVolWoFHQUPA14Q_BJ6BAhxEAc)**. Use Metro Trip Planner: [https://www.wmata.com/schedules/trip-planner/](https://www.wmata.com/schedules/trip-planner/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExdGpIZGhiNnVBbDE5M3JvbAEeuhWmqw_N3p_FOJ2_Yq-5SF6I0pWlao_wznf3lEZ2-ILBc9NuFZDB-mg7Zp0_aem_KDRJar8HqyuVZ-9Q8EUtfQ) You're welcome regardless of where you live. This LGBTQ and Allies community-wide social provides everyone a chance to socialize, network, and share community spirit in a splendid setting. This event is being boosted by **[Go Gay DC](https://www.gogaydc.com/)**[,](https://www.gogaydc.com/) Metro Washington DC's inclusive LGBTQ+ community focused on friendship, leadership, and service. It reaches over 10K fabulous people and is growing fast. Visit [https://www.gogaydc.com](https://www.gogaydc.com/) At this exciting event, you'll even get to meet Go Gay DC's Founder, **[TJ Flavell](http://www.tjflavell.com)!** Fabulous people from all over the world are expected. Name tags will be provided. It's FREE to attend; cash bar. There will be a bartender on duty; cash or credit card is fine. Casual attire is fine; this will be a relaxing and fun time. The event is free to attend but registration is highly recommended to get in. Hotel Zena, an Urban Retreat By Viceroy, is where art, music, and design thrive. Part hotel and part art gallery that features work that celebrates the contributions and courage of women. Find us at the nexus of downtown DC and the 14th Street Corridor, close to DC’s most notable landmarks and museums. The 191 guest rooms and suites are soothing spaces with artful touches. The hotel is even offering a [Go Gay DC discount on a hotel stay](https://be.synxis.com/?Hotel=9029&Chain=1003&arrive=2022-09-23&depart=2022-09-24&adult=1&child=0&promo=GOGAYDC)! Invite all your friends. This event is a safe, inclusive space for everyone under the rainbow. Go Gay DC is on social media: Join the Facebook Group [https://www.facebook.com/groups/GoGayDC](https://www.facebook.com/groups/GoGayDC) Like the Facebook Page [https://www.facebook.com/GoGayDC](https://www.facebook.com/GoGayDC) Follow on Instagram [https://www.instagram.com/GoGayDC](https://www.instagram.com/GoGayDC) Follow on Threads [https://www.threads.com/@GoGayDC](https://www.threads.com/@gogaydc) Follow on Bluesky [https://gogaydc.bsky.social/](https://gogaydc.bsky.social/) Follow on X [https://www.x.com/GoGayDC](https://www.x.com/GoGayDC) Watch on YouTube [https://www.youtube.com/GoGayDC](https://www.youtube.com/GoGayDC) LinkedIn [https://www.linkedin.com/showcase/GoGayDC](https://www.linkedin.com/showcase/GoGayDC?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExN2tRNWxxbmJINDBLRjgyeHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6w6hV7nnd4_ib7hO4sGpsSn_cdXfPd75Bu3M7zmEi9Dl9TPCaWhdsOiMuyEg_aem_2P-pfs9FaQjn7QAvmFHriw) Search keywords: LGBT LGBTQ LGBTQI LQBTQIA Lesbian Gay Bisexual Transgender Queer Intersex Straight Allies Non-binary

**Take your skills to the next level!** Maybe you’re feeling ready to jump into Day 2. How are you feeling about the speed with which you draw icons, symbols, and figures? How do you introduce emotions into your posters? Would you like to improve your handwriting and lettering skills? Have you worked with mobile elements? Step into the opportunity to capture live conversations using a simple, elegant technique for creating visually appealing charts There’s so much to learn and integrate into your repertoire. ***NB: bikablo Day 1 training is a prerequisite for this program, as we will complete one review exercise of learning from Day 1, and then we will move into new territory!*** **Location:** **IN PERSON** at Brian's Lizard Brain Studio in Herndon, Virginia. Exact address to be shared with registered participants. **Cost:** $600, payable to Jill Greenbaum. Go to Jill's calendar [here](www.jillgreenbaum.com/calendar), to choose and register for this course. **You MUST register with Jill to attend!**

♠️ Spades in Virginia! ♠️ Nando's Peri Peri, Mosaic District 2987 District Ave Ste 100, Fairfax, VA 22031 🌟 3rd Friday Spades in Virginia! 🕕 6:30pm to 10:30pm 😀 **Posted in multiple groups. So, expect a nice crowd.** 🚗 Parking is FREE!!! 🍷 Alcoholic beverages are available! Please support the business by purchasing food/drinks. ✅️ No partner needed! Get matched with a partner onsite. All skill levels are welcome. ❤️ Come hang out with a friendly and welcoming group. Meet new people and have a great time! 🌟 The fun starts at 7pm! RSVP today.

How much do we LOVE COLLECTIVE? So SO MUCH!!!! Come join us for a high energy Friday night on the rooftop in Tysons! The band starts at 6:30. We're going to try and get there early, but it's a work day... Collective returns for the 2026 rooftop season at Starr Hill Biergarten. Best of the 80s, 90s, 2000s and today across rock, pop, pop punk, alt and country music. Voted "Best Local Band" by readers of Arlington Magazine. Your assignment: bring friends - introduce them to our particular brand of fun, and let's get GO. We'll see you on the 11th floor!

**\*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)

Use Promo code SPRINGME to receive $5.00 off! Purchase tickets here: [https://www.prosinthecity.com/event/speed-dating-washington-dc-16093](https://www.prosinthecity.com/event/speed-dating-washington-dc-15395) Singles speed dating events take away the pressure and nerves involved in the dating scene. Our Speed Dating Washington DC events bring intimacy and romance back to the art of speed dating. Although this combination may at first sound improbable, once you get involved you will understand why this event is so highly anticipated! Our speed dating events are carefully designed to showcase as many potential partners to you as possible. During Speed Dating Washington DC, you'll date for approximately one hour, meeting smart and intriguing members of the opposite sex as you spend a few minutes with each new acquaintance. Meet singles and know right away whom you mutually match with. After the speed dating, join us for a night of socializing and more interactions. You’ll also be able to spend time with someone you felt you clicked with during one of your speed dates. There will be a cash bar for this eventful evening, so come and meet other single professionals like yourself and have the time of your life! Then, after the event, use our exclusive online system from home to choose your matches from the people you met at the event. Without disclosing your email address, you'll be able to send messages through our system to anyone who attended. So come to Speed Dating Washington DC and meet that special someone you’ve been looking for. Check in is at 7:00 and the dating begins at 7:20. Please check in at 7:00 so you have a chance to mix and mingle before the dating begins. Numbers are limited at this event so sign up soon!

**Advance reservations REQUIRED. Tickets/Info:** [https://www.internationalclubdc.com/Events/EventDetails.aspx?EventID=ED67F2D0-0E21-420B-8E42-511585E1F989](https://www.internationalclubdc.com/Events/EventDetails.aspx?EventID=ED67F2D0-0E21-420B-8E42-511585E1F989) Join us on your own or with friends for an unforgettable evening of French wine, cuisine, and dance as you meet other attendees. We cordially invite you to a special evening at the Embassy of France to Immerse yourself in the magic of Paris, without leaving the city! Step into the charm of the French capital for an unforgettable evening at the Maison Française at the Embassy of France. **Advance reservations REQUIRED. Tickets/Info:** [https://www.internationalclubdc.com/Events/EventDetails.aspx?EventID=ED67F2D0-0E21-420B-8E42-511585E1F989](https://www.internationalclubdc.com/Events/EventDetails.aspx?EventID=ED67F2D0-0E21-420B-8E42-511585E1F989) Indulge in exquisite French cuisine, toast with a glass of champagne, and enjoy the sophisticated atmosphere of an authentic French soirée. Join us for Midnight in Paris and let the City of Light sweep you away! **On the Menu:** Delicious French food and buffets prepared by Chef Daniel Labonne, Executive Chef of the French and German Embassies Ham by Jambon de Bayonne, with live demo Raclette Station Crepes Station Desserts by Fresh Baguette Take the opportunity to network with fellow Francophiles, French VIPs, diplomats, professionals and business people in the wonderful Maison Francaise at the French Embassy. Kindly note that event details, entertainment, and menus are subject to change without notice. **Advance reservations REQUIRED. Tickets/Info:** [https://www.internationalclubdc.com/Events/EventDetails.aspx?EventID=ED67F2D0-0E21-420B-8E42-511585E1F989](https://www.internationalclubdc.com/Events/EventDetails.aspx?EventID=ED67F2D0-0E21-420B-8E42-511585E1F989)

An open space for real conversation about how technology is shaping our world, and how we can respond with wisdom, purpose, and values. ## COMING UP: ## Life with Augmented Intelligence **Shaping how we live, work, and build in an AI-driven world** From assistants → to collaboration → to autonomous systems *** **A different way of thinking, working, building.** Most people are still using AI at the surface. Answers. Shortcuts. Quick help. But underneath, work is starting to look different: * systems instead of tasks * collaboration instead of commands * design instead of effort This is a space to step into that. Not a workshop. Not a panel. A place to see what’s emerging, hear how others are thinking, and explore what it means for your own life and work. *** ## Tech & Truth Café 📍 Greencourt Innovation Center 🗓️ May 10 & 17 🕐 1:30 – 5:00 PM 1:30 → arrive and connect 2:00 → ideas and conversation 3:00 → demos and exploration 4:30 → wrap up *** **WHO:** If you’ve been experimenting with something interesting, building something, or thinking differently about AI… reach out. We’d love to include you in the conversation. *** **Bring a laptop.** *** For people who feel like: “there’s more to this than what I’m currently doing with AI.” **Come be part of it.** **WHO** **For people who feel like:** "There's more to this than what I'm currently doing with AI." Come be part of it. **WHAT TO EXPECT**

If you are a music lover, here's a free local event you might want to check out this Saturday night. RSVP REQUIRED: [Classical Open Mic - May 16, 2026 Tickets, Saturday, May 16 • 7:30 PM - 9:30 PM | Eventbrite](https://www.eventbrite.com/e/classical-open-mic-may-16-2026-tickets-1980269122252?aff=oddtdtcreator&keep_tld=true) Overview Classical Open Mic on May 16 at 7:30 P.M. at Walker Chapel UMC on Glebe Rd. Join us for an evening of collaborative and supportive music-making! Our musical gatherings are open to all, fostering a welcoming and supportive environment for playing your favorite songs, exploring new compositions and styles and as an opportunity to connect with the local music community. Whether you’re a seasoned professional, a student, or an enthusiastic amateur, there’s a place for you at our event. Joining us on piano as collaborative accompanist will be Faith Ellen McCandlish. All genres and instruments are welcome! Please plan to come early as sign-up for the event is first-come, first-serve. Following the music, a light reception will be held where you can mingle and connect with fellow musicians and music enthusiasts! ## Good to know Highlights * 2 hours * all ages * In person * Free parking * Doors at 7 PM ### Agenda 07:00 PM - 07:30 PM ### Registration 07:30 PM - 09:00 PM ### Music 09:00 PM - 09:30 PM ### Reception

Let's get together to play some competitive coed doubles volleyball. **COST**: FREE **Court Type**: Outdoor grass **Minimum Skill Requirements**: Solid BB (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details) Attention: 1. This event is **not always on a first come, first served basis**. [Good doubles partner](https://docs.google.com/document/d/14weEw-P52XKx0P8K2l-ZOFtYU61wmfdkSkopbG5avro/) and those who can bring a net and ball, may get priority over others on the waitlist. 2. 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. 3. Each person must help set up and take down one net, leaving some nets unset for latecomers. **Smiley Social documents:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit) 3. [Good doubles partner](https://docs.google.com/document/d/14weEw-P52XKx0P8K2l-ZOFtYU61wmfdkSkopbG5avro/) 4. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)

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)

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

**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

We'll get in around 4 miles at Three Creeks Metro Parks, primarily natural trails. 17-18 minute miles, no one left behind, and faster walkers are free to lead out. Optional lunch after! If you're joining for hiking all the metro parks, this is the sixth one!