Network Architecture

[Click To Learn More About & Get Your Tickets](https://aagc.africa/?mc_cid=294c8e0d0d&mc_eid=UNIQID) This May in Accra, as part of Africa Day celebrations, the Timeless Women of Wonder Foundation (TWOWF) is convening leaders, investors, policymakers, and operators from across sectors in Africa through the Accelerate Africa’s Growth Connect (AAGC)—a platform designed not just for dialogue, but for partnerships and tangible outcomes. If you’re looking to explore investment and trade opportunities, build meaningful relationships on the continent, or deepen your engagement with Africa’s growth story, this is your invitation into the room where that becomes possible. AAGC sits at the intersection of influence, access, and execution—bringing together those actively shaping Africa’s economic transformation and global competitiveness. What makes it stand out isn’t just who is in the room— it’s what the room is built to enable. Across two powerful days, you’ll gain direct proximity to: -Policymakers and government leaders shaping national agendas -Investors and business leaders unlocking capital and opportunity -Innovators and entrepreneurs building across key sectors -A global network aligned around growth, collaboration, and impact -Curated deal rooms connecting capital with real opportunities From high-level dialogue to investor forums, curated networking, and deal rooms — this is where ideas evolve into partnerships, and partnerships translate into impact. [Click To Learn More About & Get Your Tickets](https://aagc.africa/?mc_cid=294c8e0d0d&mc_eid=UNIQID)

Join us for a writing workshop! Please submit your pieces to our Google Drive folder here: https://drive.google.com/drive/folders/1PfiTjIZEugDVRC-fFBViUSFq4mt5_MHt?usp=drive_link When entering submissions, please consider the following guidelines: 1\. Keep submissions to approximately 2\,000 words\, maximum 2\. Consider adding a brief Author's Note to introduce your work and let us know what kind of feedback you are looking for 3\. Please ensure that your submission is appropriate for a general audience and include trigger warnings as necessary 4\. Try to post your submission by Saturday or Sunday at the latest so that people have time to read it before the event\. If you are coming to participate in Workshop, please read the submissions in the folder by Monday evening and prepare your feedback! We will aim to discuss each piece in the submission folder, although some pieces may be pushed to the following workshop if time runs short. Feel free to add your notes as comments on the document itself, write them up in a separate file, or jot them down so that you can provide them to the writer.

Welcome to our new home at the historic Tivoli Theater! Please check our details for access to the space on [our website](https://www.hacdc.org/visit/). Join the discord for questions / help getting in (use channel #let-me-in) [https://discord.gg/dNjuNhNmeT](https://discord.gg/dNjuNhNmeT)

Memorial Day History Tour of the National Mall & White House Neighborhood! Examine 250 years of U.S. history in this unique walking tour, on Memorial Day, around the National Mall & White House. Changing the venue to check out the 12 new statues of the American Revolution at Freedom Plaza....MEET outside the National Theater, 1321 Pennsylvania Ave NW, Washington, DC 20004 Our packed itinerary will draw from: o The locale where the most famous military anthem was written o The World War One memorial park o How the White House was secretly designed o The Kennedy Center star who was a war hero at Yorktown o The humble woman who faced down an enemy general o The official who brokered America's first Civil War--of 1794 o Civil War spies o Presidential humor o Where Frederick Douglass worked after recruiting troops for the Union Army o Sites of presidential assassination attempts o How Lafayette was saved by an American President o The Union sea captain who nearly lost the Civil War o Where Dolley Madison saved the National Archives o General Jackson's battles and duels o The greatest of the early U.S. Navy heroes o The secret of George Washington's martinet o How the "Paul Revere of the South" saved the American Revolution o The scoundrel who saved the Battle of Gettysburg o The battle of Army generals vs. Army veterans o The house of astronauts and scientists o The greatest caregiver to America's soldiers. o The White House racetrack o Thrilling monuments to the military's most valiant units. And more! Preregister and Prepay via: Eventbrite: [https://www.eventbrite.com/e/memorial-day-tour-of-the-national-mall-white-house-neighborhood-dc-tickets-1989339939310?aff=oddtdtcreator](https://www.eventbrite.com/e/memorial-day-tour-of-the-national-mall-white-house-neighborhood-dc-tickets-1989339939310?aff=oddtdtcreator) Or send $23 via PayPal to: [paypal.me/EMoser460](http://paypal.me/EMoser460) Or, pay in cash at the tour's start: $23. Your guide is a former Presidential speechwriter, former Tonight Show writer, and author of a Second World War spy novel: [https://www.amazon.com/Femme-Fatalit](https://www.amazon.com/Femme-Fatalit)é-Lizzy-Thorne-Novel/dp/B0F5NPSKDS/ref=tmm_pap_swatch_0 And of The White House's Unruly Neighborhood: [https://www.amazon.com/White-Houses-Unruly-Neighborhood-Lafayette-ebook/dp/B082ZVDCD7](https://www.amazon.com/White-Houses-Unruly-Neighborhood-Lafayette-ebook/dp/B082ZVDCD7) And a forthcoming book on Georgetown's history: [https://mcfarlandbooks.com/product/georgetown-on-the-potomac/](https://mcfarlandbooks.com/product/georgetown-on-the-potomac/) MEET outside the National Theater, 1321 Pennsylvania Ave NW, Washington, DC 20004 Celebrate U.S. history, and more, on Memorial Day, at some of America's most memorable locales.

**NEW UPDATE:** Additional members of the cubing community have reached out to me and we all agree, the more cubing the better! I have removed the 12 person limit and we are adding an overflow cube for those also interested in non vintage type cubes! These guest cubes may consist of the following: \- Alex's Enchantment Cube: [Enchanted to Meet You](https://cubecobra.com/cube/list/enchantedCube)! \- Matthew's Avatar cube: [Avatar: The Last Airbender Power(ful) Cube](https://cubecobra.com/cube/list/avatarTLA) Priority will still fall to firing the vintage cube but what this means is if we reach 12 members we can offer the option to fire both cubes at 6 and 6 or just the vintage cube at 2 pods each. If we reach over 12 we will divide up the players between the two cubes with earlier RSVPs getting priority on their choice. If you have a cube that you are interested in having as a spill over cube please reach out to me and we can coordinate. Thank you! Come join and casually draft a vintage cube that is open to everyone. No cost to enter! The store provides promo booster packs and I usually throw in a pack of the most recent standard set to award to the people with the best records at the end of the night. [What is Cube?](https://www.youtube.com/watch?v=rNDBTRG6keM) What: Vintage Cube Draft When: 6:00pm Where: Your Hobby Place in Old Town Alexandria (Your Hobby Place, 700 N Washington St, Alexandria, VA 22314) We aim to start drafting shortly after 6:00pm as the store's register closes at 9:00pm. The store owner is kind enough to keep the space open for us to finish rounds. In previous events we've usually wrapped up around 9:45. All skill levels are welcome and all cards, lands, tokens needed are provided so you only need to bring yourself and potentially some dice and playmat if you prefer. The list can be seen here: [https://cubecobra.com/cube/list/proxybacon](https://cubecobra.com/cube/list/proxybacon) Join Your Hobby Place's Discord and grab the Cube Role in the mtg-chat channel for the most up to date information on cube at their location: [https://discord.gg/9je3G8vzXh](https://discord.gg/9je3G8vzXh) **Important Notice:** I have seen an increased number of signups and no shows amongst brand new accounts. In an effort to make sure we have room for everyone if this is your first time joining and you have just created a meetup account please reach out to me via Meetup or discord. **Late Policy:** RSVPing will hold your spot for up to 10 minutes after 6. If you expect you may be running late please reach out to me via the store's discord. My username is iluvbacon610.

Social Sips & Bites family, Memorial Day weekend is calling and we’re bringing everyone together for a fun, relaxed picnic celebration with the SSB crew. Expect great food, sunshine, music, laughter, and that amazing Social Sips & Bites energy we all love. Bring your favorite dish to share with the group and your favorite drinks, and get ready for an afternoon of mingling, new friendships, and good vibes all around. This is the perfect chance to kick off summer with our incredible community. Contribution: $5 to help cover park setup and supplies. Please send a Venmo or Zelle to Judy Cheung before the picnic- by May 22nd. Her Venmo and Zelle infornation is in the sign up link. Her Zelle last four digits is 3353. Come hungry. Come social. Come ready for one of those classic SSB days where strangers become friends and friends become family. There is plenty of parking available and restrooms are also available at the park. Everyone should plan to bring their own beverages, a chair and a blanket if you wish. Please sign up on the link below to contribute help, food, and games. Sign up link: https://www.signupgenius.com/go/10C0F4BAAA628A7F8C34-62911568-social

Reserve a spot on **[Eventbrite](https://www.eventbrite.com/e/1982624519308?aff=oddtdtcreator)** so we have an accurate guest count. We are absolutely thrilled to announce that **[Palette 22](https://www.palette22.com/)** is hosting Go Gay DC! Get ready for another gathering of members of the LGBTQ+ Community! About 30 LGBTQ+ folk are expected. Palette 22 offers modern street food spanning the globe served in a bustling art studio & gallery atmosphere. This event is ideal for making exciting new connections and community building. Or just to unwind and enjoy extended happy hour. **[See the happy hour menu](https://www.palette22.com/our-menus#happy)**. Arrive anytime that's convenient for you! Most attendees will likely arrive by 6:00 p.m. We will gather at the tables in the back of the bar. There is no pressure to order any food or drink; it is just optional. You're welcome regardless of where you live. Bring friends and meet new people. This is the place to be. This LGBTQ and Allies community-wide social provides everyone a chance to socialize, network, and share community spirit in an artsy 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. You are welcome regardless of where you live. Guests from DC, Maryland, and Virginia often attend. While there is no subway stop nearby, the local bus system is also very reliable and Shirlington is a very busy [transit hub](https://www.arlingtontransit.com/about/facilities/shirlington/). Use [Metro Trip Planner.](https://www.wmata.com/schedules/trip-planner/) Free garage parking is easy to find. Four of Shirlington’s garages share their parking so that the spaces available to office workers during the day are available for public parking on evenings and weekends. During the weekdays there are 879 public parking spaces and on evenings and weekends there are 2,446 public parking spaces. [See the map](https://www.arlingtonva.us/Government/Programs/Transportation/Parking/Public-Parking-Options/Shirlington-Parking). Invite 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) Search keywords: LGBT LGBTQ LGBTQI LQBTQIA Lesbian Gay Bisexual Transgender Queer Intersex Straight Allies nonbinary non-binary

Whether you're looking to expand your network, create valuable partnerships, or connect with motivated local professionals, this is the place to be. Prepare a short presentation to showcase your business and a lot of business cards! **📍 Every Wednesday at 7:15 AM** **1604 Spring Hill Road, 2nd Floor, Vienna, VA** Visitors and professionals are always welcome. Come join us and experience the power of referral networking.

Please join us every week for power networking! Our Chapter Passed $1,666,736 USD in the past 12 months! BNI members, on average, increase their business 20% the first year. Our chapter is a dynamic, committed group of business people who know how to refer business to each other. Come for our meeting -- stay for the referrals!!! We have open categories for individuals who will bring enthusiasm and integrity to our meeting. Just one person per professional specialty is allowed in each chapter. Visit a meeting to find out more and lock out your competition! Register Here: https://bninovanorth.com/va-nova-north-bni-mclean-business-connection--n136/en-US/visitorregistration?chapterId=16988

**🎹🍸🐺 LAST THURSDAY MARTY — Georgetown Piano Bar 🎶🤝** **What happens when you mix ambitious professionals, entrepreneurs, Main Street businesses, live piano music, meaningful conversations, and a mission bigger than ourselves?** **You get a Team Network MARTY — a “Meeting And a paRTY!” 🇺🇸💪** **Join Team Network for our legendary “Last Thursday MARTY” at the iconic Georgetown Piano Bar — where networking feels less like work and more like the kind of night you don’t want to end.** **This isn’t about awkward handshakes, stale chicken skewers, and people trying to sell you copier toner five seconds after meeting you. 😄** **This is about:** **✅ Building real relationships** **✅ Meeting your future power-play partners** **✅ Sharing opportunities and resources** **✅ Supporting great causes** **✅ Laughing, learning, and growing together** **And this month, we are proud to support Habitat for Humanity — helping hardworking families build strength, stability, and self-reliance through affordable housing. 🏠❤️** **Whether you’re a business owner, entrepreneur, professional, creative, contractor, consultant, attorney, lender, coach, or simply someone who believes relationships still matter in business… this is your room.** **Because at Team Network, we believe:** **🐺 “The strength of the wolf is the pack.”** **🤝 One introduction can change your business.** **🎯 And if you have time to breathe… you have time to network.** **Bring business cards.** **Bring energy.** **Bring a friend.** **Bring your appetite for opportunity.** **Join the Team and Run with a Pack! 🐺🤝🇺🇸💪** **#TeamNetwork #MARTY #BusinessNetworking #Georgetown #WashingtonDC #HabitatForHumanity #Networking #Entrepreneurs #MainStreetBusiness #ProfessionalNetworking #GiveAndGo #RunWithAPa**

Come learn how money really works. We’ll cover how to grow it, protect it, get out of debt, and use smart retirement and infinite banking strategies to build long-term security.

**REGISTER AT THE LUMA EVENT PAGE!!!** https://luma.com/27ja5gwl Join us for an exciting talk by Mary Gibbs, Senior Applied Scientist at Relativity. ​ ​**​Agenda:** ​​6:00 - 6:30 PM - Welcome and mingle 6:30- 6:45 PM - Introductions 6:45 - 7:30 PM - Talk 7:30 - 8:00 PM - Wrap up **​​Description:** ​If you have ever shipped a model, watched your metrics improve, and later learned from your users that something was wrong, the metrics were always wrong. You just didn’t know it yet. An evaluation consists of three components, a benchmark, a scorer, and a claim about what a score represents. Each component has its own weaknesses. Benchmarks can suffer from narrow coverage, contamination, or saturation. Scorers are often chosen for ease of automation or computation rather than for their alignment with user outcomes. And the claim connecting a score to reality is rarely made explicit. These gaps compound across the model development lifecycle. When metrics improve, teams treat that as a signal and optimize directly against it, which is how a measurement problem becomes a model problem. This talk maps where evaluations can go wrong, considers counterarguments, and ends with practical advice for building better ones. **​Speaker Bio:** ​Mary is a Senior Applied Scientist at Relativity, tackling data science challenges in the e-discovery and legal tech space. She is also an organizer for Women and Gender eXpansive Coders DC (formerly Women Who Code DC), fostering a community dedicated to empowering women and nonbinary individuals to excel in their careers. Mary's experience spans various domains. She has developed data science solutions related to job search and career progression at Teal, cybersecurity challenges at LiveAction Software, and commercial and government consulting at Mosaic Data Science. Before venturing into the field of data science, Mary conducted and published research pertaining to the cellular and molecular mechanisms underlying neurodevelopment at the National Institutes of Health. In other words, she has dissected and imaged a lot of fruit fly brains. She holds a M.S. in Data Science from The George Washington University and a B.A. in Biological Sciences from Cornell University

Attendance is $35 (cash, credit/debit card, or ApplePay - paid at the door), which includes water/soda/coffee, bread, choice of a plated lunch entrée, and a dessert assortment. Parking is also validated in the Reston Station garages (3 hours of validation). Join one of Northern Virginia's most successful business networking groups (part of BNI). Open to the public and is typically attended by business owners, business developers, and entrepreneurs. Meetings are typically attended by 30-40 members and guests. \*\*\*PLEASE RSVP here: [REGISTER HERE](https://square.link/u/0WvC6Eir) \*\*\*If you do not register on the BNI website, there may not be a seat available for you.

Most agents think scaling a business will eventually create freedom. Instead, many end up with more people, more pressure, and even less time. On Wednesday, May 27 at 8:00 PM EST, join us live for a conversation with Dr. Al Philip-Neri, Performance Psychologist, Realtor, and real estate operator with investments across 21 U.S. markets. This session is focused on the execution side of business growth: • Leadership • Hiring • Systems • Accountability • Operational structure Not motivational fluff. Not generic mindset talk. This is a practical conversation about what it actually takes to stop being the bottleneck in your own business and build something that can operate without you carrying every moving part yourself. In this live session, we'll discuss: ✔ Why growth does not automatically create freedom ✔ The hidden reason your business still depends on you ✔ How the wrong hires quietly slow momentum and execution ✔ What changes when the right people are in the right roles ✔ How to transition from operator to true business owner This session is ideal for: • Brokerage owners • Team leaders • Agents building toward a team • Growth-minded entrepreneurs This is a live Zoom event only. No replay will be available. Please register through Zoom after RSVP'ing on Meetup so you receive the login link.

Free monthly networking for Columbus business owners. Real conversations, real connections, no forced formats. Space is limited. RSVP now. Most owners leave networking events with a stack of business cards and no plan. The best leads quietly slip through the cracks. Networking Night is a monthly meetup for Columbus business owners who want to build real local relationships, not just trade contact info. Every kind of local business welcome. No pitch round, no pressure, no awkward speed-networking. **This month** We are focused on referral relationships. Walk in with a clear idea of who refers people like you. Walk out having met a few owners whose work fits next to yours. **What to expect** Doors open at 6 PM. You get real conversation with other local owners, time to actually connect, and a short marketing lesson woven in. The room is reserved through 7:30 PM. **Who this is for** Any local business owner who wants to grow through relationships, not just paid ads. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Last Thursday of every month * 6:00 to 7:30 PM * COhatch Easton * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local owners build the system that keeps their phone ringing, including tracking the referral relationships built in rooms like this one. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275](https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275)

Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"

Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week. You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring. Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell. **This month** Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads. **What to expect** Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM. **Who this is for** Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Second Monday of every month * 12:00 to 1:30 PM * Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219 * Order lunch and drinks at the counter when you arrive * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)

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!

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.