High Scalability Computing

Join DC Polyam at our monthly weekend social. Come by yourself, invite your friends, your partner(s), and even your entire polycule! Come join us from DC proper, Maryland, or Virginia; we welcome all people from all aspects of life and relationship dynamics. Metrobar has non-alcoholic options for those that don't want/don't drink alongside usual food trucks for eating options. Follow us on Instagram and join our Discord @DCPolyam We always enforce a set of house rules in order to maintain a safe space: * **Respectful Behavior** towards hosts and other guests is required; anyone who violates these rules may be asked to leave the event. * **Expectations:** Check your expectations at the door. Being at this event does not signal sexual availability or indicate any aspect of sexual orientation. Our events are about developing friendships and connections within the community. This is a no cruising event, in order to maintain a comfortable atmosphere for our guests. * **Safe Spaces:** We strive to create a safe space for people of ALL identities, including those who do not identify as polyamorous. * **No photography, video, or recording** of any kind is allowed **without prior verbal consent** of all parties involved. * **Verbal Consent:** Please be sure to ask and wait for a yes before hugging or initiating any physical contact, and encourage each other to speak openly about consent and personal boundaries. This helps foster a culture where personal boundaries are supported and attendees are empowered to speak confidently of their limits. (i.e. “Can I give you a hug?” “No thank you, but I would love a handshake.”) If you have any questions please feel free to reach out!

Join us for an Community Cleanup. Trash goes from our streams into the Potomac River and ultimately the Chesapeake Bay and the Oceans. Help us protect our environment and make new friends who care. Gloves and bags will be provided. We'll go to a local restaurant afterward to enjoy dinner together. Thanks and hope to see you there!

**The Power of Pause: Reclaiming Clarity in a Busy World** In today’s fast-paced world, our minds rarely get a moment of true rest. We move from one task to another, constantly responding, reacting, and rushing, often leaving little space for clarity and inner calm. This workshop explores the transformative power of pausing with intention. Together we will explore how small pauses throughout the day can help us shift from reaction to awareness, allowing us to respond to life with greater calm, wisdom, and presence. **Participants will learn how to:** * Quiet the noise of a busy mind * Create moments of mental clarity in daily life * Use short meditation practices to reset during stressful moments * Cultivate inner calm amidst external demands This session is open to anyone seeking greater balance, clarity, and peace in the midst of a busy life. **(In person at the Meditation Museum in Silver Spring, MD)** Sat., May 9th, 1:00 pm – 2:30 pm. Held at Meditation Museum, 9525 Georgia Ave., Silver Spring, MD 20910. Free Event – Register at: [https://shorturl.at/Hrl2l](https://shorturl.at/Hrl2l)

Set after the events of the last movie, Hollywood action star Johnny Cage joins up with the heroes of Earthrealm and are forced to battle to the death with dealing with the rising threat of Outworld Emperor Shao Khan, who threatens to conquer all of Earthrealm. This will be the IMAX showing at 7:00 pm at the Hoffman Center. I'll be seated in H13. Prior to showtime, I'll be arriving an hour early at Atlas. After the movie, we can all go back to Atlas to talk about the movie.

**[Bitcoin District](https://bitcoindistrict.org/)** is a community of Bitcoiners living & working in the greater DMV metro area. Join us for a "Coffee & Bitcoin" meetup where we'll talk about what's happening in the world of Bitcoin. We highly encourage anyone who is new to Bitcoin or just a little curious to come and ask questions... don't be shy! 🚗 Free parking behind the coffee shop. 🚆 METRO: Greensboro + 10 minute walk (Silver line) **Our events are Bitcoin focused and we generally avoid discussing other coins & tokens. Nothing discussed during this meetup is financial advice. Always do your own research.**

We’re looking for volunteers to help at the Community Art Fair during the AANHPI Heritage Festival on May 9, from 12:30 PM to 5:00 PM at Mason District Park. If you’re available and would like to be part of this community event, please register to join us. Your support helps bring art and connection to the community!

Hey Poetry Lovers! This group is on a roll. Here’s the gist: We meet at the **Capital One Café in Chinatown** from **12pm - 2pm** every other week. For enrichment, we start by reading and reflecting on a **“published poem”**, suggested by someone in the group. No advance preparation is necessary. But feel free to check out some of the poems we’ve read [here](https://docs.google.com/spreadsheets/d/e/2PACX-1vSyE_wCLQCPHRrKmN5F9tOIeeRQUZESxjRXGVBoCF2uU8Gm0_d0uECiCBCQXEy6ksxfsBOhtRIOpW3T/pubhtml?gid=0&single=true&widget=true&headers=false%22%3E%3C/iframe%3E). Or submit suggestions for future meetings [here](https://docs.google.com/forms/d/e/1FAIpQLSexGc2Z2Kp6bZW0D3_hfJ7NUUkfNHf7TXX-43FglCeBd9EF2Q/viewform?usp=send_form). Next, we **share our work and offer feedback**. Depending on attendance, everyone gets \~10 minutes to use as they like. (No need to share, though; you’re welcome to come even if you prefer just to listen.) We maintain a **Discord server** to help share our work and communicate outside our bi-weekly meet-ups. If you haven’t used Discord before, take a moment to download it and create an account before arriving. When we meet you on Saturday, we will add you to our server, the “DC Poetry Workshop”, and can help you navigate the app if you have questions. Finally, if you plan on sharing a poem, consider how you will do so. Some options include: * Print 5-10 copies to distribute in person * Take and share screenshots in the Discord chat. * Copy the poem into a google doc, change sharing settings to “anyone with link”, and copy the google doc link into the Discord chat. Most importantly, we’re excited to meet you! Catch you on Saturday, Diego / Ian / Cayden / Nate / Otasha / Lia / An

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

To Attend: 1. RSVP; then 2. Register at: [https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460](https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460) 3. * **The Majesty of Mexico City** * **The Charm of Acapulco** * **The Excitement of Cancun** * **The Mysteries of Guadalajara** On Saturday Night, April 12th, be transported into a world filled with the wonders of the Mayan legends and the beauty of Cancun’s beaches as we invite you to step onto Mexican soil for an upscale cultural evening. Put on your best dresses and tuxedos as we spend a royal evening in this multi-roomed, multi-leveled Mexican Cultural palace filled with rich art, history, music, dance, food, and much more! The Embassy’s Cultural Center is a unique and beautiful building, one of the best of its kind in the world. It contains several large floors, each displaying the charms of the different regions of our neighbor to the south. Beautiful gardens, city nightclubs, historic palaces, art galleries, and much more await you inside! **Featuring:** **LIVE MEXICAN DANCE SHOW AND MARIACHI BAND:** Experience a live costumed Mariachi troupe with music and dancing. Its members have origins from all over Mexico and other parts of Latin America. The traditional mariachi ensemble emerged in the 1800s in several western states of Mexico, including Jalisco, Nayarit, Colima, and Michoacán. It is found at weddings, birthdays, Saint’s Day celebrations, rural dances, and many other social occasions. The spirit of celebration is recreated through its music and dancing. Special dancers will be on hand to perform and teach traditional Mexican dancing, in addition to performing an amazing, authentic Mariachi dance performance with traditional costumes! **DJ AND LATE-NIGHT DANCING:** One of Washington, D.C.’s best D.J.s will rival the best nightclubs in Cancun with both American and Mexican pop music and dancing. Includes modern high energy, Retro, Salsa, today’s top 40 hits, and much more! **MEXICAN BUFFET:** Challenge your taste buds with an authentic Mexican buffet. Featuring: crispy and soft tacos; Mexican rice refried beans; pico de gallo; chips and salsa; spinach quesadillas; cheese quesadillas; enchiladas; flan and tres leches; and chile con queso dip. (Menu subject to change to equal or more substantial-quality). **OPEN BAR:** Enjoy an open bar featuring a wide array of Mexican beers, wines, and, of course, Tequila! **GREETING:** Meet members of the Institute and learn more about our neighbors to the south during a special welcome. **QUESTIONS – PLEASE CONTACT US (Not the Embassy)**: Although this event is taking place at the Mexican Cultural Institute (the cultural arm of the Embassy of Mexico), if you have questions about the event, please email events@thingstodoDC.com or call 301 519 8030. This event is not being organized by the embassy itself and the people who work there are not in a position to answer questions. Thanks. ## Suggested Attire Black Tie Optional. Minimum of a suit & Tie for Men, Cocktail Dresses for women. Casual wear, jeans, or sneakers are prohibited. To Attend: 1. RSVP; then 2. Register at: [https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460](https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460)

LOCATION CHANGE: In May we are back at Pump House in Rockville! \*\*\* The community-singing event where where everything's made up and the point — to sing for our lives — matters. Our leaders will teach you parts to sing for spontaneously-composed choral pieces. We play a variety of listening/music/singing games, and create safe opportunities for participants to improvise as little or as much as they might like. Good for all skill levels, shower-singers to seasoned pros, no sheet-music-reading required. \*\*\* We usually meet on the second Sunday of the month, and will continue to meet in-person as long as it makes sense. We encourage and provide masks. We will also plan on continuing our Zoom circles from time to time. So please check the day before/day of the meetup each month to confirm date & details. This world needs more song; join in the fun, and be the music you want to hear in the world. Hope to see you there! \~\~\~\~\~\~\~\~\~\~ L❤️ving this? Donate! : ) Your donations help keep our mission alive! We love doing this with you. Thank you to all who support us. Suggested donation is $15-20. Please include "VX" in the memo/notes! Via paypal: [ParisKern@comcast.net](https://paypal.me/Pariskern) Via Venmo: [@Pariskern](https://account.venmo.com/u/Pariskern) Check? Email: [ParisKern@comcast.net](mailto:ParisKern@comcast.net) IMAGE RIGHTS: We may take pictures and record videos of our in-person events, and record our Zoom meetings online. This material will be available for us to use to publicize upcoming circles and workshops and performances. By attending our events, you are agreeing with the image rights agreement. \~\~

No one truly understands AI, not even experts, says Helen Toner, an AI policy researcher and former board member of OpenAI. But that doesn't mean we can't govern it. She shows how we can make smart policies to regulate this technology even as we struggle to predict where it's headed — and why the right actions, right now, can shape the future we want. ​​​​Here is how it works: * ​​​​​​​Prior to the event: **Please watch this YouTube video:** [https://www.youtube.com/watch?v=LUn8IjZKBPg](https://www.youtube.com/watch?v=LUn8IjZKBPg) * ​During the event: We will discuss the following questions: 1. Because AI is changing so fast, it is hard to predict what new things it will be able to do next month. What steps can we take to stay open-minded and adaptable as these tools change how we learn and create? 2. There is a big debate about whether using AI helps us learn faster or makes us skip the hard work of thinking. How can we find a healthy balance between using these new tools and keeping our own minds sharp and active? 3. History shows that the people who use a technology should have a say in how it is shaped for the future. How can we ensure that our local communities have a voice in how AI is developed and used? \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- To provide an enjoyable experience for fellow participants, here are three ground rules during discussion events: 1. Step up and step back. (If you feel that you’ve been talking too much, step back to listen more. If you feel that you’ve been relatively quiet, step up to share your perspective or ask a question) 2. Listen to understand, not to respond. 3. Be open-minded and value differences.

“When you open yourself to divine truth, the mere fact that you can identify a problem means that you have the solution within you. What you are attempting to achieve through the Spiritual Exercises of ECK is the expansion of consciousness whereby you can better see the solution to your problem.” ─ Harold Klemp, The Golden Heart, p. 88 You are Divine Soul – and have the godlike power of creative imagination within you. Using this power, you can find solutions for every problem and take charge of your own life. But how do you actually do it? How can you best tap the creativity of your true self, and manifest a happier and more productive life for yourself now? During a lively discussion, we’ll explore ways to more consciously connect with the Divine power, more effectively address our fears, and transform the way we identify and work with problems. All attendees will receive a free copy of the book, “ECK Wisdom on Solving Problems.” We look forward to seeing you there! A flyer for this event is available for you at: https://eck-va.org/wp-content/uploads/2026/04/Poster-for-May-10th-2026-Partnering- with-Spirit-to-Solve-Problems-Rev-1.pdf

Laura Hamilton, a long-time recruiter who truly cares for Job Seekers will be speaking. Her topic is TBD. Laura speaks on our first video ever. [https://www.youtube.com/watch?v=R20iMmWWsas](https://www.youtube.com/watch?v=R20iMmWWsas) At the end of this seminar/webinar, there will be a brief Christian story. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- IF YOU ARE NEW TO Career-Confidence.org and want to learn about us via our team, here are some videos that we have done. PLEASE SUBSCRIBE to our channel and LIKE our videos. \-\-\-\-\-\- Career-Confidence.org, Laura Hamilton and Robert Brandau both long-time recruiters give you an overview. [https://www.youtube.com/watch?v=R20iMmWWsas](https://www.youtube.com/watch?v=R20iMmWWsas) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Bruce, Silvia, and Mary Beth talk about the impact of Career-Confidence.org on their job search. [https://www.youtube.com/watch?v=EYtFRWzhKLo](https://www.youtube.com/watch?v=EYtFRWzhKLo) \-\-\-\-\-\- Tim Jack, one of our current volunteers and attendees [https://www.youtube.com/watch?v=uq-qfaDVDMU](https://www.youtube.com/watch?v=uq-qfaDVDMU) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Doris McMillon of our Board of Directors [https://www.youtube.com/watch?v=JNmOi9TsYGs&t=10s](https://www.youtube.com/watch?v=JNmOi9TsYGs&t=10s) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Kim DeWitt Succinctly Talks about our Team [https://www.youtube.com/watch?v=SSHCEK11jD0](https://www.youtube.com/watch?v=SSHCEK11jD0) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Cecilia and Nate – 2 of our Alumni give an overview of Career-Confidence.org. perspective. [https://www.youtube.com/watch?v=uNstYHVnfAA](https://www.youtube.com/watch?v=uNstYHVnfAA) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Sara's Experience with Career-Confidence.org - Surprise Ending – Pre-Covid [https://www.youtube.com/watch?v=fEuKuvZyEYE&t=51s](https://www.youtube.com/watch?v=fEuKuvZyEYE&t=51s)

Let’s start simple. Technoverts is a new group for introverts in tech who want to connect without the noise and pressure of traditional networking events. This first meetup is a relaxed, small-group coffee gathering—no agenda, no icebreakers, no expectations beyond showing up. If you work in or around tech (cybersecurity, IT, cloud, dev, data, etc.) and prefer quieter, more meaningful conversations, you’ll likely feel at home here. What to expect: • A small group (intentionally capped) • A calm, conversation-friendly setting • The option to participate as much—or as little—as you want

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

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.

IMPORTANT!!! THE DATE OF THIS EVENT HAS BEEN CHANGED TO SUNDAY MAY 17, 2026!!! A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025. The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed. IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks. Please be ready to discuss the movie by 7PM. Thanks. Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.

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

We are a real world Martial arts group. \ Called DO JUNG ISHU (the art of fighting) \ Based off of Jeet kune do we just continued where Bruce Lee left off. \ We have been around a while. \ Every week we get together and work technical skills and full contact spar. \ Almost all of the instructors have been in everything from street fights to the ring and some still compete in cage fighting. \ If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \ We will be located at 3923 N High St, Columbus, OH 43214 Outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295 Saturday 1:30pm Wednesday 5:45pm From Age 16 and up. attendees under the age of 18 must have a guardian with them. \ Wear workout clothes. \ Bring a MOUTHPIECE! \ WE HAVE GLOVES. \ $10 per class $5 per class if you are wearing a club shirt Club shirts are $25 Hope to see you soon. \ let me know if you have any questions :)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)