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Our Toastmaster club meets the 2nd and 4th Thursdays at 7:30 pm at the Fairfax Public Access TV and Radio station (near Mosaic/Dunn Loring Metro area) located at 2929 Eskridge Rd s, Fairfax, VA 22031. All visitors WELCOME! Come and have fun at our edu-tainment meetings! Learn the required steps to improve your public speaking...

Happy Hour at Cotton & Reed. Come and go as your schedule allows!

Healthcare organizations are increasingly using cloud-based real-world evidence (RWE) platforms to power clinical research, population health analytics, and AI-driven insights. However, building these systems on AWS introduces complex governance challenges around privacy, compliance, and multi-institution collaboration. This session explores how to architect data governance into healthcare analytics platforms on AWS, focusing on practical design patterns rather than policy theory. We examine how ethical data stewardship principles such as consent, accountability, and responsible data use, can be implemented using cloud-native controls and services. The presentation walks through key architectural considerations for secure RWE platforms on AWS, including role-based access control, auditability, data minimization, and encryption, and how these capabilities support compliance requirements such as HIPAA and GDPR. Attendees will learn how federated, multi-account AWS architectures enable collaboration across institutions while preserving local data ownership and control. We will also discuss privacy-preserving analytics patterns on AWS, including approaches that support federated learning, differential privacy, and secure computation to enable AI-driven insights without exposing raw patient data. Practical implementation trade-offs such as performance, scalability, and operational complexity will be highlighted using real-world platform scenarios. Attendees will leave with actionable AWS architecture patterns and governance strategies for building secure, compliant, and scalable real-world evidence platforms that unlock innovation while maintaining patient trust.

UCM is dedicated to helping members develop self-confidence -- critical thinking ― effective presentations ― extemporaneous speaking ― listening ― leadership ― time management ― developing the best YOU! Join our hybrid meeting from home or in person. Take the step to a more confident, professional and well understood you. When: 2nd and 4th Thursday of each month hybrid Time: 7:00 pm - 8:30 pm (Arrive at 6:45PM for a Meet and Greet. Building closes and meeting starts at 7PM sharp. E-mail ucm8127@yahoo.com for Zoom link and questions. Visit our club website at http://ucm.toastmastersclubs.org/ for more information. Join us!

\#\# A low\-cost\, 6\-week intermediate\-level Portuguese course with the non\-profit organization\, the Global Language Network\. Ready to dive into the world of Portuguese? Join our fun and interactive class designed especially for those new to the language. **Details** Portuguese Tourist with Fernanda Thursdays from 7:00pm - 9:00pm ET Apr 9th to May 14th In-person, Farragut Square DC Ready to learn? **Register [HERE](http://%5B%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D)(%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform)) "\[\[https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform\](https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform)\](https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform)").** **Additional Information** * GLN classes are open to everyone over 18 years of age. * Have a credit or stipend to apply to your payment? Learn more about our credit, stipend, and refund policy on the [Pricing & Course Levels page.](http://%5B%5Bhttps://thegln.org/pricing-%26-course-levels%5D%5D(https://thegln.org/pricing-%26-course-levels%5D)(%5Bhttps://thegln.org/pricing-%26-course-levels%5D(https://thegln.org/pricing-%26-course-levels)) "\[\[https://thegln.org/pricing-%26-course-levels\](https://thegln.org/pricing-%26-course-levels)\](https://thegln.org/pricing-%26-course-levels)") **About GLN** We are a Washington, DC-based 501(c)(3) non-profit organization with a mission to "Use Language as a Tool to Help Fix Our World." Since 2015 we have been rated #1 Best Language Classes in Washington, DC by Yelp! We are so happy and grateful to have you join our network and we appreciate your support of our mission.

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.

Our next club meeting is on Sunday will start at 2:15, please join early. if you're coming in-person, parking is free and usually ample at the Community College on Sundays, and most of us park where the spaces are designated for staff and have never had a problem. 👉 Everyone is welcome to join our meeting, participate and practice. You'll get a chance to hear our club members speak and then have an opportunity to play the table topics game. **Agenda for the Meeting:** 1. Warm Up 2. Prepared Speeches (By club members) 3. Table Topics Game (Learn to think on your feet) 4. Feedback **Online - Join us via Zoom** https://us05web.zoom.us/j/86218205188 If you haven't used Zoom before, watch this short video on how to join our meeting - https://www.youtube.com/watch?time_continue=45&v=vFhAEoCF7jg **In-Person** **\- Join us at Montgomery Community College** Meet us at Science Building, room SC 152. The room is located on the ground floor. The exact building address is https://goo.gl/maps/ZEgQH7bKLvzdqtSQ9 For help, please text or call, 301-917-4202.

Greetings from the capital! Every Saturday at 7:30 PM, people from all walks of life — students, diplomats, travelers, locals — gather to unwind and connect. [[Click this whatsapp groupchat link to join](https://chat.whatsapp.com/JFESzopY1OgJ5z4r3RINfL)] Our age range is mostly 20s to 30s. If you enjoy discussing culture, politics, travel, or just want to practice a new language, this group is for you. A perfect blend of diversity and dialogue, right in the heart of D.C.

**\*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)

♠️ 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.

**Nurture Voices. Grow Leaders. Inspire Impact.** Join us for a once-in-a-generation moment as we celebrate over 30 years of excellence. This historic final conference is our opportunity to honor our legacy, connect with leaders from across the region, and step boldly into the future as we transition to District 220. **Event Details:** * **Dates:** May 15–16, 2026 * **Location:** Washington Rockville Hilton Hotel, 1750 Rockville Pike, Rockville, MD 20852 **Why You Can't Miss This:** * **World-Class Keynotes:** Learn from **Craig Valentine, DTM** (1999 World Champion of Public Speaking) and **Melissa McGavick, DTM** (Past International Director). * **Expert Education Sessions:** Gain insights from industry leaders and Toastmasters legends: * **Michele DiMeo:** Branding and storytelling from "The Restaurant Diva." * **Vince Caldwell, DTM:** Strategies for high-performing teams. * **Barry Piatt, DTM:** Mastering the art of growth-focused evaluations. * **The Final Celebration:** Riveting speech contests, networking with guests, and food/entertainment as we honor the District 36 legacy. **Agenda Highlights** * Inspiring Keynote Speakers * Educational Sessions on Leadership and Communication * District-Level Speech Contests * Networking and Social Connection * Commemorative Food and Entertainment Seats are limited for this final gathering. Secure your spot today to ensure you are in the room when we close this chapter and launch into a bold new future. **Register Now:** https://www.zeffy.com/en-US/ticketing/district-36-2025-2026-spring-conference-may-15th-and-16th

**🌻 One-on-One Gay Speed Dating Online connecting Washington DC Gay People** Throughout the event, you'll have back-to-back focused short video rounds with Washington DC gay people compatibility-matched and age-grouped, while the host manages transitions so you can focus on the person in front of you. When you sign up, a short matching quiz is included in the process — those details are used to connect you with Washington DC gay singles who fit your profile, so the format works harder than any dating app. Post-event, match results are sent privately — with no one-sided reach-outs ever happening — and the next move is yours to make at your leisure. **Choose your age group to get started:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=507.0&productType=onlineSpeedDatingGay&city=Washington%20DC&groupurlname=open-minds-inclusive-gay-social-circle&ar=18-32&face_v=2.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=507.0&productType=onlineSpeedDatingGay&city=Washington%20DC&groupurlname=open-minds-inclusive-gay-social-circle&ar=30-46&face_v=2.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=507.0&productType=onlineSpeedDatingGay&city=Washington%20DC&groupurlname=open-minds-inclusive-gay-social-circle&ar=40-58&face_v=2.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=507.0&productType=onlineSpeedDatingGay&city=Washington%20DC&groupurlname=open-minds-inclusive-gay-social-circle&ar=55+&face_v=2.0) **⚠️ Heads up:** Rsvping on meetup does not confirm your spot at the event, so register through your age group link above and complete the personality quiz — spots run out faster than you would expect so register now, and that combination is your actual confirmation. --- **The Essentials** - **Format:** Fully hosted on Zoom with personality-matched gay video rounds, compatibility-matched within your age range. - **Where:** Entirely virtual — on any device with a camera, all you need is Wi-Fi and a webcam, and at home or wherever you are most relaxed is fine. - **Host:** A friendly host manages all transitions so you can focus on conversations, which means nothing technical or logistical is on your plate — everything from round one to the final match is handled. - **Vibe:** Comfortable Zoom date rounds with Washington DC gay locals who value a real first impression, and you leave with more energy than you arrived with. - **Duration:** Around 60 to 90 minutes from beginning to end, and the format keeps things moving. **This is for you if:** - Gay residents near Washington DC who have given up on shallow connections that never lead anywhere and want to talk to real gay people tonight. - Members of the community living in Washington DC who no longer want shallow connections that never lead anywhere and need a better way to meet gay people locally. - Queer people who live in Washington DC ready to move past matches that fade before you ever actually meet and are serious about meeting someone. - Queer people locally in Washington DC finished with app conversations that never convert to real dates and prefer structure over ambiguity. - Gay daters near Washington DC who are tired of profiles instead of real people and are ready for a genuine first impression. **Step by step** 1. **Get started** – via the link for your age group above, then submit the quick matching questionnaire, as without this your RSVP holds nothing. 2. **Launch Zoom** – at the event start time via your Zoom link, works on any modern device with a camera, and the host takes over from that moment forward. 3. **Have your dates** – short timed video rounds with Washington DC gay singles matched to your personality and age, while the host controls the pace so you can relax, knowing that each gay local was matched to you by age and personality. 4. **Check your results** – we send match results after — mutual picks only, as your data only goes to someone who matched you back, and the next step is entirely in your hands. --- ✨ Real conversations from home — claim your place above and everything from there is on us this time. We will see you online. 💘 ✨

Join Voice Over Pros Of Ohio for an exciting morning of networking, and exploring opportunities in the world of voice acting. Whether you're a seasoned professional or just starting out, this event is perfect for expanding your network, learning how to start a VO business, and for honing your skills. Connect with fellow voice actors and VO experts, that will help you succeed in your voice over business. This event will feature discussions on professional development, entrepreneurship in the voice over industry, with tips for navigating the world of voice acting. Don't miss this unique opportunity to learn from others, collaborate with like-minded individuals, and take your voice over career to the next level. Join us Saturday, May 30, from 10am - 12pm and learn how to start or grow your voice over business. Let your voice be heard! The $10 fee covers refreshments and door prizes.

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

**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

The Alliance is part of the Greater Central Ohio Chapter of the Barbershop Harmony Society. We are an all-voices chorus dedicated to providing an inclusive environment for all those who love to sing, regardless of their race, gender identity, sexual orientation or musical background. The Alliance is the first and only all-voices barbershop chorus in Central Ohio. **Who:** Anyone with a passion for singing at a high level. Previous barbershop chorus/quartet experience not required. **When:** The Alliance rehearses weekly on Thursdays from 7pm-10pm. **Where:** Lord Of Life Lutheran Church: 2480 W Dublin Granville Rd, Columbus, OH 43235 To become a full member of The Alliance, we welcome you to start by visiting us for a few rehearsals to experience the group and sing with us! Then, you may begin the 2-part audition process for membership: the assessement, and audition. We strive to make our auditions as stress-free as possible to help you let your best singing self shine.

PO Box 21. Is a speakeasy in the basement of Highbanks Distillery in Westerville. Check out the menu: https://www.poboxtwentyone.com/home

Join The Alliance Chorus for a fun-filled evening of vibrant a cappella entertainment! This lively event features dynamic performances from the full chorus alongside an exciting lineup of talented quartets, showcasing the rich harmonies and energy of barbershop music. Enjoy appearances by quartets including Intermission, Coffee Talk, Crosstown, Performance Check, and ACQ, each bringing their own unique style and flair to the stage. Come for the music, stay for the connection—this is a chance to engage with the community, celebrate inclusive music-making in Central Ohio, and experience the joy of live vocal performance. We hope to see you there! Buy your tickers here: [https://www.zeffy.com/en-US/ticketing/the-alliance-2026-spring-show](https://www.zeffy.com/en-US/ticketing/the-alliance-2026-spring-show)

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.