Network Architecture

**🐺🤝🇺🇸💼Welcome to Team Network MoCo Home Team—a high-energy, virtual zoom networking experience built for professionals, entrepreneurs, and Main Street business owners who believe that strong local relationships create outsized business results. Rooted in Montgomery County, the MoCo Home Team brings together community-focused leaders who want to grow together, collaborate intentionally, and win as a group.** **This is not random networking or surface-level conversation. MoCo Home Team meetings are intentional, structured, and process-driven, designed to connect you with your true Power Play Partners—the professionals in complementary industries who can drive referrals, open doors, and create long-term opportunity. Every meeting is engineered to turn introductions into momentum.** **At the center of the experience is Team Network’s proprietary Wolf Pack Connect speed-networking system. This fast-paced, highly engaging format ensures that every attendee meets multiple high-quality professionals in a single morning, with clarity around who they serve, how they add value, and where collaboration makes sense. It’s efficient, energizing, and built to respect your time while multiplying your reach.** **Expect a zoom call filled with prepared business owners, trusted advisors, and local leaders who show up ready to contribute—not just collect cards. Expect meaningful conversations, warm introductions that actually happen, and relationships that extend well beyond the meeting room.** **Weekly Professional Business Networking Zoom** (The first week of each month we meet in person. All other weeks we meet on Zoom.) **Thursdays \| 8:00 AM – 9:30 AM \| Zoom** \*\*[https://my8qfgpy.r.us-east-1.awstrack.me/L0/https:%2F%2Fus02web.zoom.us%2Fj%2F3013705351/1/0100019cfbcaed04-6986f508-97c2-42f2-9d88-76ee8d97df49-000000/CmSYbg2lHXOspSBize9tjdnV5Y4=469**](https://my8qfgpy.r.us-east-1.awstrack.me/L0/https:%2F%2Fus02web.zoom.us%2Fj%2F3013705351/1/0100019cfbcaed04-6986f508-97c2-42f2-9d88-76ee8d97df49-000000/CmSYbg2lHXOspSBize9tjdnV5Y4=469**) **Passcode: 010192** **Start your Thursday morning with energy, momentum, and meaningful professional connections.** **Each week, Team Network MoCo Home Team join forces with Team Network’s Asburn Growth Hub and Team Network’s Baltimore City Charmers for a dynamic multi-team professional networking Zoom meeting designed to help serious professionals build relationships, exchange introductions, and grow their businesses.** **At Team Network, we believe that business grows through relationships built on Know–Like–Trust. Our meetings are structured, engaging, and focused on helping members become the answer when someone asks: “Do you know a great professional who can help with this?”** **These meetings bring together entrepreneurs, professionals, and business leaders who understand that:** **• If you have time to breathe, you have time to network** **• Quantity has a quality of its own** **• Consistent weekly engagement creates powerful referral relationships** **During the meeting you will experience:** **✅ Structured professional introductions** **✅ Referral opportunities and warm introductions** **✅ Insight from high-level professionals across industries** **✅ Accountability and business development momentum** **✅ A welcoming but serious environment for professionals who want to grow** **Our multi-team format increases the energy and opportunity in the room by bringing together members from multiple Team Network teams—creating more connections, more introductions, and more opportunity for everyone involved.** **👥 Visitors Welcome** **Professionals who are not yet members of Team Network are invited to attend up to two meetings as a guest. After that, those who wish to continue are encouraged to apply for membership and claim their professional seat.** **Team Network is designed for professionals seeking a long-term marketing and business development cornerstone for their business.** **Make this the year you Join the Team and Run with a Pack! 🐺🤝🇺🇸💪** **Thursdays \| 8:00 AM – 9:30 AM \| Zoom** **Team Network MoCo Home Team** **Bring your energy, bring your introductions, and come ready to grow.**

This is an in person networking breakfast for Team Network’s Vienna Venture Network

Thursday, June 4th 8:00 - 9:30 am will be a very special gathering of THREE MONTGOMERY COUNTY TEAMS. **MoCo Home Team – Beth/Rkvl Rainmakers – Crown Area Connectors** **Habitat For Humanity ReStore** 1029 E. Gude Dr. · Rockville, MD **This special (Multi-Team) in-person networking experience is built for professionals, entrepreneurs, and Main Street business owners.** We believe that strong local relationships create outsized business results. Rooted in Montgomery County, the MoCo Home Team will be our host Team, and bring together community-focused leaders who want to grow together, collaborate intentionally, and win as a group. This is not random networking or surface-level conversation. MoCo Home Team meetings are intentional, structured, and process-driven, designed to connect you with your true Power Play Partners—the professionals in complementary industries who can drive referrals, open doors, and create long-term opportunity. Every meeting is engineered to turn introductions into momentum. At the center of the experience is Team Network’s proprietary Wolf Pack Connect speed-networking system. This fast-paced, highly engaging format ensures that every attendee meets multiple high-quality professionals in a single morning, with clarity around who they serve, how they add value, and where collaboration makes sense. It’s efficient, energizing, and built to respect your time while multiplying your reach. Expect a room filled with prepared business owners, trusted advisors, and local leaders who show up ready to contribute—not just collect cards. Expect meaningful conversations, warm introductions that actually happen, and relationships that extend well beyond the meeting room. As we head into 2026, make it the year you Join the Team and Run with a Pack. At Team Network, we believe one thing without hesitation: we are all always one introduction away—from the right client, the right partner, a breakthrough idea, or a powerful collaboration that can change our business, our community, or even the world. **Let’s Go! 🐺🤝🇺🇸💪🦀** **Thank you,** **Sabrina, Alena, Curt and John**

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.

Join Team Network’s Vienna Venture Network Captain Ersalan and founders, John Partridge and Curt Kowalski professional networking **Every Thursday 8-9:30 am.** The "first" Thursday, we meet at everyone's favorite... Anita's (521 Maple Ave E, Vienna, VA 22180). ALL OTHER THURSDAYS WE MEET ON ZOOM **Meeting ID** 301 370 5351 **Passcode:** 010192 ALWAYS CHECK HERE FOR THE MOST CURRENT MEETING INFORMATION: Look for the Vienna Ventures Network at [https://www.teamnetworkcorporation.com/events ](https://www.teamnetworkcorporation.com/events) QUESTIONS? Email info@teamnetwork.com

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-washington-online-tickets-1972272305558?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - [+971504724873](http://wa.me/971504724873) ( WhatsApp Only)

Join us on **Thursday, June 4th** for Kickback & Connect in **Washington, D.C.** From magazines to motion graphics and from newsrooms to nonprofits, if you make things in D.C., you’re invited. This is a low-key happy hour bringing together designers and creatives across disciplines in the DMV to kickback, connect, and share ideas—no panels, no pitches, no pressure. We hope to see you there! **Music by: Friends on Mars** Hosted by Good People DC and **[SPD](https://www.spd.org/)**, a nonprofit design community rooted in publishing and creative excellence. No cover charge = no excuse not to come Must be 21 to enter. Please drink responsibly.

Date: June 7 2026 Sunday 10:00 am - Noon EDT Full title: Machine Learning for Reliable Quantum Computing: An Algorithm–Hardware Co-Design Perspective Summary: Reliable quantum computing requires co-design across the full stack, including algorithm structure, compilation, and execution, rather than isolated optimization of any single layer. This talk presents a unified framework in which these layers are jointly optimized under realistic hardware constraints. Structure-aware compilation exploits algorithmic interaction graphs to reduce circuit depth; joint optimization across mapping, term ordering, and algorithm parameters yields significantly improved success probability; and execution-layer analysis reveals that error mitigation effectiveness depends critically on circuit symmetry and native gate choice. While demonstrated on superconducting quantum processors, the underlying co-design principles are potentially transferable across architectures. Building on this foundation, the talk highlights machine learning as the key enabler for closing the feedback loop: data-efficient, parameterized noise models learned directly from workload execution data achieve substantially improved predictive fidelity over vendor models without the overhead of dedicated characterization. These insights situate the co-design perspective within the emerging framework of quantum deep learning. In this broader setting, the talk also presents an operational definition, a unifying taxonomy, and a benchmarking protocol grounded in explicit resource contracts. Speaker: Dr. Yanjun Ji has an interdisciplinary research background in Physics and Computer Science. In 2020, she completed my Master's degree in Theoretical Physics at Saarland University. In 2024, she earned her Ph.D. in Computer Science at the University of Stuttgart. She is currently a postdoctoral researcher at Forschungszentrum Jülich. She is committed to interdisciplinary research at the cutting-edge convergence of quantum computing and artificial intelligence. Her research encompasses both foundational theoretical investigations and the development of practical applications, aiming to serve society and benefit humanity. Moderators: Dr. Pawel Gora, CEO of Quantum AI Foundation [Quantum AI Foundation](https://www.qaif.org/ "https://www.qaif.org/") Dr. Sebastian Zajac, member of QPoland [QPoland - QWorld](https://qworld.net/qpoland/ "https://qworld.net/qpoland/")

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.

Higher Grounds – Arlington is part of a growing network of gatherings where we create space for thoughtful, authentic dialogue about what matters most. Whether we’re exploring the nature of happiness, the challenges and possibilities of midlife, spirituality, culture, capitalism, parenting, or the role of art and travel in a meaningful life, every conversation is shaped by the people in the room. There’s no set leader or rigid agenda—just a shared commitment to listen as much as we speak. We start with brief introductions focused on what makes you you (not your LinkedIn bio), then dive straight into whatever is on people’s minds. The direction of each meetup emerges organically, making every event unique. MANDATORY: PLEASE REVIEW OUR COMMUNITY GUIDELINES IN THE GROUP DESCRIPTION. Everyone is expected to engage in respectful conversations and listen deeply as well as share. We have a zero tolerance policy of sexual harassment and hate speech. Come ready to share, reflect, and connect with others in Arlington who are also seeking deeper conversations. Suggested Questions: Life Stages & Transitions * What did you think you'd have figured out by now that you're still completely winging? * When did you realize your parents' advice was for a world that no longer exists? * What are you finally old enough to stop pretending to care about? Suggested Questions: Identity After the Roles * Who are you when nobody needs anything from you? * What dream keeps resurfacing even though the "practical" time has passed? * How do you handle having the freedom you always said you wanted? Suggested Questions: AI & Being Human * What human experiences will AI never truly understand? * If machines handled all your have-to's, what would you actually do? * What becomes more precious as everything becomes automated? Suggested Questions: Belief & Meaning * What certainties have you given up, and what rushed in to fill that space? * How has knowing someone who died changed how you live? * What do you believe now that would shock your younger self? Suggested Questions: The Modern Psyche * What anxiety do you carry that previous generations didn't have? * Which of your survival strategies are you ready to retire? * What uncomfortable truth about happiness did it take you years to accept? Suggested Questions: Work & Purpose * When did you stop believing that your job would complete you? * What would you do for work if money and status weren't factors? * How has your definition of "making it" changed over the years? Suggested Questions: Relationships & Connection * What relationship dynamic do you keep recreating, and why? * When did you realize your parents were just people trying their best? * What kind of loneliness doesn't go away even when you're with others? Suggested Questions: Time & Mortality * What are you running out of time to say or do? * How differently do you spend your time knowing it's finite? * What will you regret not trying, even if you fail? Suggested Questions: Society & Culture * What social convention do you follow even though it makes no sense? * Which generation do you understand least, and what might you be missing? * What aspect of how we live now will seem insane in 20 years? Suggested Questions: Personal Philosophy * What rule for life did you create after learning something the hard way? * When did you stop believing that everyone else had it figured out? * What paradox about life have you learned to live with?

***For this event, we are opening a limited number of spots (about 15) to non-members who may be interested in getting to know our community while enjoying a relaxed social gathering.*** ***Must purchase your ticket on [Eventbrite](https://www.eventbrite.com/e/neurodivergent-friendly-spring-rooftop-meetup-tickets-1989847052098) to be added to guest list.*** ***This event is free for Constellations members.*** Join our[ free singles database](https://internal-icicle-6c4.notion.site/337184d944c780458ef2c61404a85be0). Join us for stunning city views, comfortable indoor space, board games, light refreshments, and an opportunity for new connections. This is our annual Spring Rooftop Meetup hosted by Constellations in downtown Washington, D.C. \*\*\*[Constellations ](https://www.harringtonmatchmaking.com/constellations-membership)\*\*\**is a neurodivergent-affirming membership that supports adults in building friendships and romantic relationships. It is designed for those who want thoughtful pacing and guidance — without the timeline or cost of a full-service matchmaking package. Members receive access to a private member portal with coaching support, social events, and community spaces.* Most attendees will be neurodivergent adults with low support needs in their 20s, 30s, 40s, early 50s. Some people attend to make friends and expand their social circle, while many others are single and open to dating and meaningful connection. You can expect: • A welcoming, low-pressure atmosphere • Snacks, appetizers, and light refreshments • Beer and wine available for those who choose to drink • Board games and activity stations to help make conversation easier • Comfortable spaces to sit, talk, and connect Space is limited and advance registration is required. To learn more about[ ](https://www.harringtonmatchmaking.com/constellations-membership)**[Constellations](https://www.harringtonmatchmaking.com/constellations-membership)**, visit our **[website](https://www.harringtonmatchmaking.com/constellations-membership)**. [Contact us ](https://www.harringtonmatchmaking.com/contact) at [Harrington Matchmaking](https://www.harringtonmatchmaking.com) with any questions.

**Click** [here ](https://www.eventbrite.com/e/patio-social-for-neurodivergent-adults-tickets-1990579924138)**for non-members to register and submit your info for the activity.** **[Constellations ](https://www.harringtonmatchmaking.com/constellations-membership)Patio Social + community lore activity** in Arlington, Virginia. This will be a relaxed patio social for neurodivergent adults (most will be 20s/30s) focused on conversation and meeting new people through a low-key activity. Participate in our “Community Lore” activity — a social scavenger hunt-style game designed to make mingling feel easier and spark better conversation. Before the event, attendees will submit a few fun facts, unusual skills, niche interests, and/or random details about themselves. We use these anonymous submissions to create the activity cards. When guests arrive, anyone who wants to participate will receive a card featuring fun facts submitted by other attendees. As you mingle throughout the evening, you’ll try to figure out which person matches each item on your card. We’ll have reserved patio seating, casual games, complimentary appetizers, and drinks available for the group. Alcoholic beverages and additional food or entrees can be purchased individually. While we do have reserved patio seating, this may not be the best fit for individuals who are highly sensitive to noise or busy environments. **Click [here](https://www.eventbrite.com/e/patio-social-for-neurodivergent-adults-tickets-1990579924138 ) for non-members to register and submit your info for the activity.**

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)

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

CONNECTED – Grove City A casual, people-first networking gathering. CONNECTED – Grove City is a casual, people-first networking gathering. Join us for a relaxed, low-pressure space to meet new people, build real relationships, and have meaningful conversations — no sales pitches required. From 7:30–8:30 AM every 3rd Wednesday of the month at the Grove City Business Center. Coffee & baked goods available for purchase at Pick ’Em Up Joe's. Free street & public lot parking behind the building. Free to attend & open to all!

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\.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!