Amazon Relational Database Service (Amazon RDS)

Starting Thursday, May 21, I'm running a weekly Proxy Cube draft in DC. **Cubes:** * [100 Ornithopters](https://cubecobra.com/cube/about/100-ornithopters?view=primer) : a normal-feeling cube with one twist: the only creatures are 100 copies of Ornithopter. No tokens, no creature lands, and no way to deal damage to your opponent that doesn't somehow involve Ornithopter. * **Modern Cube:** a straightforward Modern-format cube. **Details:** * **What:** Proxy Cube draft (2 cubes to begin with) * **Where:** As You Are, 500 8th St SE, Washington DC * **When:** Thursdays, 6:30 PM, starting May 21 * **Format:** Multiple pods, scales with attendance * **Entry:** $5–$10 suggested donation, with proceeds going to a local community fridge project More info at [capitalcube.club](http://capitalcube.club/) (reserve a spot) All skill levels welcome.

**Location:** Crimson Whiskey Bar (Either the downstairs whiskey bar, or main floor bar, TBD) The purpose of Thinkers and Drinkers is to facilitate casual but meaningful and interesting conversations with other people in a face-to-face setting. The topics cover a wide variety of issues and are different for every meeting. While conversations may get heated at times, we ask that all members be respectful of each other and refrain from personal insults. **Topic: The Gilded Age 2.0** It was estimated by contemporary sources at the time that John D Rockefeller's wealth passed the $1 Billion in 1916, becoming the first [Billionaire](https://en.wikipedia.org/wiki/Billionaire?). This immense wealth was built from his firm, Standard Oil, which he grew from a small operation to one that eventually controlled 90% of the US oil refinery business. This occurred during a period many now refer to as "The Gilded Age". The Gilded Age was a time during the Industrial Revolution boom where unregulated capitalism and non-existent anti-trust laws allowed for the consolidation of immense wealth by individuals like Rockfella in Oil, Carnie in Steel, and JP Morgan in Finance. The age came to an end with progressives like Teddy Roosevelt coming to power, breaking up the big trusts, and instituting reforms to regulate industries and limit the influence corporations and the ultra-wealthy can have on politics. Fast forward to 2026, and the richest man in the world, Elon Musk, is projected to become a Trillionaire (With a T) after his company SpaceX launches its IPO on June 12th. There are 16 other Americans who can be classified as "Centibillionaires" ($100 Billion), and this number has been increasing every year. Having such extreme wealth in the hands of a few gives credence to the notion that we are now living in the Gilded Age 2.0. **Questions to Consider:** 1\. Is it necessarily bad to have so many billionaires? 2\. Are there lessons we can draw on from the first Gilded Age? 3\. Will we see our own "Progressive" backlash against mega\-corporations and the ultra\-wealthy?

**Join us for our very first MTG League Play!** Are you ready to elevate your Magic the Gathering experience to new heights? Look no further! 🚀✨ We're thrilled to invite you to join our Magic the Gathering League Play – where the realms of strategy, skill, and camaraderie converge. Whether you're a seasoned veteran or a novice spellcaster, there's a place for you in our League Play. \* **Date**: Thursdays starting January 4th \* **Time**: 6pm - 9pm \* **Cost**: This event will be $15 and $7.50 for pass holders/ gold patrons. Each participant will receive a booster pack with purchase and a 2nd pack after playing a round. **(Pay at the shop the day of the event)** \***Place**: 3 Gear Games 25 C Street, Laurel MD 20707 --**Game Room Code Of Conduct**--[https://www.3gearstudios.com/service/code-of-conduct/](https://www.3gearstudios.com/service/code-of-conduct/?fbclid=IwAR054LDLzN5OeBImBfQpND1a_83AGAxPeFHwMO303UD3Z7rggbPn-TRYH64) Email questions to 3geargames@gmail.com

Come play some casual Commander at Crystal City! Bring your favorite decks for some pickup games, and feel free to bring your trade binders if you'd like! **We play at 2100 Crystal Drive** in Arlington, VA, 22202, which is a seating area that is right next to We, the Pizza in Crystal City. Detailed directions on how to get there: **Directions from the Metro:** If you're taking the Metro, exit at Crystal City. When you come up the first set of escalators, turn left to enter the underground shops and then turn left again after a brief walk. Cross the street, enter the next building, and the seating area will be on the left after passing the Minuteman Press Printing and Marketing shop. **Parking:** If you're driving, garage parking is free after 4 pm. Enter the garage on 2144 Crystal Drive. There will be elevators that take you up to the main level. If you have any questions, please join our Discord for the most up-to-date information: https://discord.gg/fBUWvrAVMv

**West Coast Swing with Lara Deni** **Where:** Deni Danzco Studio - 3408 Annandale Rd, Falls Church, VA ​ \*Max 10 people per cllass **Thursday** **7:00pm - Level 1 (no experience/beginner)** **Cost: *$74/month*** \- Three classes per month in any one level **Explanation of Levels** * Level 1 (No Experience/Beginner) - 6 count Rhythm, Left and Right Side passes ), Starter Step, Connection, and a few other basics ###### Q&A * Classes are 45min * Exchange of another series or transfer to another person offered, but Only 72 hours before the first class of the series starts and No refunds offered

• What we'll do On https://blackecon101.podbean.com/ Thursdays at 6 pm. discussing the economy....

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

\*\* Please go to [Ticket Leap](https://events.ticketleap.com/events/greentara/authentic) to complete your registration \*\*\* Authentic Relating is for those who want to get beyond small talk and connect more deeply with others in a substance-free, inclusive, and supportive environment. Most social events throw a bunch of strangers into a room to fend for themselves, which disadvantages people who have social anxiety and with marginalized identities. Authentic Relating intentionally disrupts this dynamic with strategies that facilitate equity and inclusion. In a world where we often wear a mask, presenting some aspects of ourselves and hiding others in order to be accepted, Authentic Relating invites us to show up as we are. All parts, dimensions, emotions, and aspects that make us human are welcome in this practice. When we share from our authentic selves, we create the opportunity for genuine connections and self-understanding. The result is often moving and therapeutic. ### **What Is Authentic Relating?** Authentic is being real, honest, revealed, and transparent, allowing others to see, hear, and know our inner world. Relating is welcoming the other person's authentic self and weaving their reality and experience with our own. Authenticity and vulnerability are possible in an environment absent of judgement where we are received with openness, empathy, and compassion. It is also a journey, one where we take the time to get to know each other and feel comfortable enough to reveal ourselves (no one is forced to be vulnerable or share anything they are uncomfortable sharing). Authentic Relating is about creating a space where that journey can happen in a spirit of delight and discovery. At a facilitated Authentic Relating gathering, one can have a meaningful interaction with every person, practice deep listening and sharing, and feel a sense of belonging. Guided activities encourage participants to be playful, curious, empathetic, thoughtful, and vulnerable. Facilitation and prepared questions help people practice active listening and self-reflection. Everyone has an equal amount of time to talk, listen, and be heard, and no one can dominate the conversation or be a wallflower. ### **Principles and Practices for Authentic Relating** **Mindfulness:** Slowing down, being present and aware of our inner state and surroundings. **Empathy:** Being aware of and releasing judgement, employing empathy, curiosity, openness, and recognition of multiple perspectives. **Authenticity:** Vulnerability, honesty, voicing our truth, self-awareness. **Centering the other:** No interrupting, giving advice, fixing, or telling your own story. Ask for permission to share your opinion, advice, your own story, and questions. **Validating:** acknowledging, appreciating, reflecting, empathizing, and presencing. **Structure:** Timed interactions where people take turns sharing, listening, and reflecting. Conversations range from 5 to 10 minutes. **Equity:** Conversation partners are assigned randomly in order to avoid choosing partners based on personal preference. Group conversations typically involve going in order around a circle rather than popcorn style. **Prepared questions:** Directs conversation towards meaningful topics and deeper reflection. ### **Sample Agenda** 5 min: Partnered conversation to land 5 min: Loving kindness meditation 10 min: Introduction to authentic relating 10 min: Opening shares 10 min: Movement activity 45 min: Facilitated conversations 10 min: Break 45 min: Facilitated conversations 15 min: Closing circle ### **Sample Conversation Prompts** What are you passionate about? What do you struggle with? What are you most anxious or fearful about? What gives you hope? What is a difficulty or challenge that you’re struggling with? What is something that you long for that you don’t have? What do you need? ### **Additional Info** Advanced registration required. No walk ins. NO REFUNDS unless the event is cancelled. Everyone who attends is invited to join a WhatsApp group to stay in touch and connect with others one-on-one. This event is not exclusively for singles! All ages, genders, sexualities, abilities, identities, etc. welcome! The event is capped at 20 and will be cancelled if there are fewer than 6. This helps us create an intimate atmosphere and get to know everyone in the group. If you would like to participate, please arrive early so we can start on time. Late arrivals jeopardize the emotional safety and flow of the event. ### **Videos to Learn More** [2 minute video](https://www.youtube.com/watch?v=LJG7R7Da5xA) [15 minute video](https://www.youtube.com/watch?v=jYdvLo8UMZU) ### **Testimonials** "I live in an intentional community where I am friends with all the residents and we never lock our doors, but even here, we don't reach the depth of connection that I experience at Authentic Relating in 3 hours. This is a heart filled, nourishing practice for everyone who desires genuine connection and community." "Thank you so much for organizing the event today. I was extremely apprehensive about the experience but you created a safe, joyful, and meaningful event. Your passionate, kind, and gentle spirit helped to create a beautiful and loving environment. I also gained skills that will help me deepen my relationships and connect with more people. I was really pleasantly surprised and moved by the experience." "I was very surprised with how much I both needed and enjoyed the workshop. As someone who is pretty good with people, I have found that finding friends has been difficult since moving to the DMV for school. I never thought of attending a workshop made specifically for helping people meet new friends would be something I needed, let alone something I would enjoy. The facilitator was kind yet direct, and led the time well, and the activities we fun and varied. Most importantly, real connection was generated, and while obviously follow up is our responsibility, being able to attend a space that helped get us past the meeting phase was worth its weight in gold. I would happily attend again." "This was amazing! I'm definitely coming back and inviting my friends next time!" “I will never experience social gatherings the same way again!” "Most social events are like fast food--stimulating but insubstantial. Authentic Relating feels more like a carefully crafted and nutritious meal, made with love for you." "I went to this event last month and enjoyed it so much ❤️ I formed a lot of bonds in a short amount of time. Time well spent. Highly recommend it!" "Authentic Relating is life changing!" "Clara is a warm and engaging facilitator who makes everyone feel welcome and comfortable to be their authentic selves." ## **About the Facilitator** Clara Fang, Ph.D. is the founder of [Green Tara Consulting](https://greentaraconsulting.com/blog/authentic-relating), a consulting firm that specializes in diversity, equity, and belonging. She has been working at the intersection of climate advocacy and racial justice for twenty years. She is an experienced facilitator of authentic relating, meditation, and ecstatic dance. She lives in Germantown, MD. [bio.site/cfang](https://events.ticketleap.com/events/greentara/dating) To learn more about my approach to creating inclusive social gatherings, please read [Creating Equitable and Inclusive Social Gatherings](https://greentaraconsulting.com/blog/authentic-relating-update) [Subscribe](https://docs.google.com/forms/d/e/1FAIpQLSdCxVlNMAWTLRBI_e3OtwQdZLoZE9M7Dy8VUiFVQaMpg3tIKQ/viewform?usp=sf_link) to the email list to receive notification of future events and connect with other members.

DC Code and Coffee is an inclusive, informal co-working session. It's community-led and community-run by devs, for devs. People of all skill levels attend. Whether you’re dev-curious, aspiring, or a professional developer, we’d love to have you! Come chat or learn to code on a Sunday afternoon with coffee and cool-inclusive people. Bring your laptop! We typically meet every month on the weekend. **Join our online community!** For all things Tech in DC and to get latest updates and tech events from the DMV area, join the [DCTech Slack](https://dctech.chat/). All DC Code & Coffee announcements are in the #dccodecoffee channel **How it works** Near the beginning of the event, we do an introduction circle. You say your name, what you can help others with, and what you would like help with. You can also share job opportunities. After the introduction circle, everything is self-organized.

Hello Everyone, Thank you so much for joining us for our **Valentine’s Mystery Social**! It was truly a pleasure to host such an intentional space for all of you to connect as "souls" rather than just titles and paychecks. We heard your feedback loud and clear: you all wanted more time to connect after the opening icebreakers! We have noted this and look forward to hosting several more of these sessions for our private clients throughout the year with even more space for deep discussion. ### **🔥 TODAY ONLY: Elite Match Alert** We have just added two profiles, a powerhouse Jack and Jill **brother and sister duo**—both exceptional catches: * **The Sports Agent (Male):** A high-achieving, family-oriented professional who embodies the values of our community and the legacy of his upbringing. * **The Powerhouse Attorney (Female):** A stunning attorney and active actress who is a true "Jack and Jill" legacy. She balances a high-stakes legal career with a passion for the arts. **Follow us on IG:** For our most up-to-date match alerts and event BTS, make sure you are following us on Instagram @helpmeetclub **Saturday Appointment Available:** We have **ONE** consultation opening available for this Saturday. This is first-come, first-served for anyone ready! **Consultation:** To celebrate these new additions, use code FRIENDS20 at checkout for an **[additional $55.55 off](https://thehelpmeetclub.com/join-our-database-of-singles-form/)**[ ](https://thehelpmeetclub.com/join-our-database-of-singles-form/)our current consult special. **This code is valid TODAY ONLY.** ### **Action Required: Selection Form** Please submit your final selections by the **end of today**. As a reminder, we only facilitate a "Double-Yes" match (where both parties select each other) or reach out if you have specifically marked that you are open to hearing from others. ### **Membership Updates** We are committed to the quality of our community. To that end, we have decided to make some adjustments to our membership structure: * **Database Services:** We will no longer allow women to join our database as a standalone service. * **The Reason:** It is undeniable that the women who complete our **Readiness Process** stand out and make exceptional partners. It is only fair that they are rewarded with exclusive access to our socials and curated community. On that note, if your database membership is currently expiring, please let us know and we will re-enroll you at 50% off your annual database membership fee.

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/")

🔥 **REV UP AND RIDE OUT WITH US!** We’re rolling deep to **LAMA PERTH AMBOY**, and this run is shaping up to be one of those legendary days you talk about all season. If you’re hungry for miles, brotherhood, and that pure two‑wheel energy, this is *your* ride. This isn’t just a meetup — it’s a full‑throttle experience. Come ride, connect, and represent. 📅 **June 6** ⏰ **12 PM – 6 PM (Event Time)** 🏍️ **MEETUP LOCATION** **Harley‑Davidson of Washington, D.C.** 9407 Livingston Rd Fort Washington, MD 20744 ⏰ **MEETUP TIME:** 7:30 AM 📣 **PRE‑RIDE BRIEFING:** 7:45 AM 🛞 **KICKSTANDS UP:** 8:00 AM SHARP Event Location: Clinton Elks Lodge # 2434 211 Sidney Road Pittstown, NJ 08867 Remember to start with a FULL tank of gas before we hit the road. It's essential for all riders to participate in the pre-ride briefing. This ride welcomes both LAMA members and non-members. Non-LAMA riders are required to join the Meetup group and officially register for the ride. Have any questions? contact [[lamadcpresident@hotmail.com](mailto:lamadcpresident@hotmail.com)]

***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.

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

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

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

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) 15 for One Class 20 for Both Free Parking & Plenty of Dance Space. Viva Dance Columbus 2809 Festival Lane Dublin OH 43017

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!

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\.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm