Singularity

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)

**West Coast Swing with Lara Deni** **Where:** Deni Danzco Studio - 3408 Annandale Rd, Falls Church, VA ​ \*Max 16 people per class **Monday** 7:00pm - Level 2 (Novice) 7:45pm- Drills/Musicality/Technique - Levels 2-4 8:30pm - Level 3 /4 (Intermediate/Advanced) ​ **Thursday** 7:00pm - Level 1 (no experience/beginner) **Cost: *$74/month*** \- Three classes per month in any one level ***$199/monthly subscription*** \- Unlimited Class Monthly Membership of any level \- cancel anytime **Explanation of Levels** * Level 1 (No Experience/Beginner) - 6 count Rhythm, Left and Right Side passes ), Starter Step, Connection, and a few other basics * Level 2 (Novice -Beyond Basics) - See 6 month Syllabus on the website * Level 3 /4 (Intermediate/Advanced) - Turn techniques, Leaders Turns, Hammerlocks, Re-directs, Sling Shots, Whip Variations, and so much more. The moves and information learned in this class is endless. You will not be bored! :o) * Drills/Technique/ Musicality (Levels 2-4) ​- Each month will be concentrating on one of the three mentioned. We will dive deep into that area of dance, so you walk away with a better understanding, more knowledge, and musicality to enhance and make your dance more fun! Definitely a class not to miss! ###### Q&A * Classes are 45min * Refunds offered only 48 hours before class/class series starts * You can make-up a class with a class that is of a lower level and running during your current series class time period ​

[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“Terrors of Irish Fairylore,”** an introduction to Ireland’s strange and unsettling folkloric “Good People,” with Brittany Warman, former instructor at Ohio State University, co-founder of The Carterhaugh School of Folklore and the Fantastic, and co-author of the new book *Fairylore: A Compendium of the Fae Folk.* [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/dc-terrors-of-irish-fairlylore2](https://events.ticketleap.com/tickets/profsandpints/dc-terrors-of-irish-fairlylore2) .] Today it is common to think of fairies as small, childlike, sparkly creatures with glittering wings and dresses made from flower petals. But the fae of traditional Irish folklore were no such things. Amoral, capricious, even malicious when they chose to be, the too-frequently forgotten fairies of times long past would, more often than not, haunt nightmares. Join Brittany Warman, a folklorist who has earned a devoted following among Profs and Pints fans, as she explores the darker side of Irish fairylore. The figures she'll discuss include: The Leanan-Sidhe, a vampiric fairy who gives artistic inspiration in exchange for your mortal spirit. The Dullahan, a fairy with a human spine for a whip and a habit of hurtling across fields in a death coach made from human skin. The Banshee, a mournful fairy whose cry signals a death in the family to which she's attached herself. Dr. Warman also will examine the surprising impact of fairy folklore on two classics of Irish Gothic literature, Oscar Wilde's *The Picture of Dorian Gray* and Bram Stoker's *Dracula.* It’s a talk that will remind you that the relationship between the Irish and the spooky stretches well beyond Halloween. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image: “The Banshee Appears,” an 1862 illustration by Robert Prowse (Wicklow Heritage / Public domain).

There is no doubt that spring is Japan’s most beautiful season. When the cherry blossoms are in full bloom, people gather in parks between late March to early April to enjoy the beautiful pink flowers all over the country. Experience the wonderful spring flowers and the most famous sights in Japan on this tour package. Time to check off your next Bucket List Destination. Highlights Visited Places: * Tokyo * Mt. Fuji, Hakone * Hikone * Kyoto * Fushimi Inari Shrine * Nara Travel Experience: * Local culture & cuisine * Pure nature / Bamboo forest * Scenic drives * Museum, Temple * Sightseeing * Zoo / Wildlife * Bullet train ride * Cherry Blossom (Mar-May) * Tea ceremony * Shopping Tour Start Tokyo Tour End Kyoto Destination Japan Flights • Arrival: Day01 before 4 pm (flexible) Airport: Narita International Airport (NRT) Or Haneda Airport • Return: Day07 anytime after breakfast (flexible) Airport: Osaka Kansai International Airport (KIX) Meeting Point * The group meets at the arrival airport or at the hotel on Day01. * More details will be provided via group chat on WhatsApp *** Day01 Tokyo Arrival Day02 Tokyo Highlights Day03 Mt Fuji, Hakone - Shinkansen Bullet Train Ride Day04 Hikone - Koka Day05 Kyoto Highlights Day06 Kyoto - Nara - Osaka Day07 Osaka Departure Cost: $3590 (Room shared with another solo traveler - same gender) $4290 (Private room) Inclusions Price Includes * • 5 nights Western style and 1 night Japanese style accommodation * • Meet and greet upon arrival at Tokyo Narita Airport * • Airport transfers on arrival and departure * • Private coach transfers between destinations in Japan * • Comprehensive escorted with AJT professional English speaking tour guide * Meals * • Breakfast everyday * • 3 lunches and 2 dinners * Admission fees and activities All entry fees to sites, activities listed in the itinerary.  Transport Travel by private coach between destinations, hassle free baggage handling. Price Excludes * International airfares * Meals that are not included in the itinerary * Travel Insurance * Alcoholic beverages and soft drinks * Personal expenses such as telephone and laundry bills * Gratuities Follow the link for complete details and to reserve your spot. [https://www.bucketlistgrouptravel.com/tour/japan-highlights-cherry-blossom-or-spring-season/](https://www.bucketlistgrouptravel.com/tour/japan-highlights-cherry-blossom-or-spring-season/) Questions? Text or call 202-378-7696 Himanshu - Organizer

Who do you admire, and why? This discussion explores the idea of idols from every angle: the people we look up to, what draws us to them, and whether that instinct serves or limits us. Are idols a source of inspiration, or do they set us up for disappointment? Come ready to share your perspective, challenge assumptions, and unpack what it really means to put someone or something on a pedestal. **ATTENDANCE POLICY:** To keep this group running smoothly and ensure that spots are available for those who genuinely want to attend, please RSVP only if you are confident you can make it. If you RSVP “Yes” and do not attend without updating your RSVP in advance, you may be restricted from attending future events for a period of time. We understand that things come up. If you can no longer attend, simply update your RSVP as soon as possible so your spot can be offered to someone on the waitlist. Repeated no-shows will result in removal from the group. Thank you for respecting everyone’s time and helping us maintain a reliable and engaged community. **SUPPORT THINKERS AND DRINKERS:** Thinkers and Drinkers International is a registered 501(c)7 nonprofit organization. We work hard to create an organization that adds value to our communities while keeping membership free for all. If you find value in what we’re doing, please consider donating through Patreon: [https://www.patreon.com/thinkers](https://www.patreon.com/thinkers) **CONNECT:** Instagram: @ThinkersDrinkersInternational Facebook: [https://www.facebook.com/thinkersdrinkersinternational/](https://www.facebook.com/thinkersdrinkersinternational/) Podcast: [https://www.spreaker.com/user/thinkersdrinkersinternational](https://www.spreaker.com/user/thinkersdrinkersinternational) Email: [[[ThinkersDrinkersInternational@gmail.com](mailto:ThinkersDrinkersInternational@gmail.com)]

A low cost, 6-week beginner-level **ESL** (English as a Second Language) course with the non-profit organization, the Global Language Network. \#\# ESL Frequent Flyer Language Class **Details:** \#\#\#\# ESL Frequent Flyer with Caroline Mondays from 6:30pm - 8:30pm ET Apr 6th to May 11th In-person, Farragut Square DC * GLN classes are open to everyone over 18 years of age. * Have a credit or stipend to apply to your payment? Learn more about our credit, stipend, and refund policy on the [Pricing & Course Levels page.](http://%5B%5Bhttps://thegln.org/pricing-%26-course-levels%5D%5D(https://thegln.org/pricing-%26-course-levels%5D)(%5Bhttps://thegln.org/pricing-%26-course-levels%5D(https://thegln.org/pricing-%26-course-levels))) Ready to learn? **Register [HERE](http://%5B%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D)(%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform))).** **About GLN** We are a Washington, DC-based 501(c)(3) non-profit organization with a mission to "Use Language as a Tool to Help Fix Our World." Since 2015 we have been rated #1 Best Language Classes in Washington, DC by Yelp! We are so happy and grateful to have you join our network and we appreciate your support of our mission.

**May 11:** *"All day I think about it, then at night I say it. Where did I come from, and what am I supposed to be doing? I have no idea. My soul is from elsewhere, I'm sure of that, And I intend to end up there.* *This drunkenness began in some other tavern. When I get back around to that place, I'll be completely sober. Meanwhile, I'm like a bird from another continent, sitting in this aviary. The day is coming when I fly off, But who is it now in my ear who hears my voice? Who says words with my mouth?* *Who looks out with my eyes? What is the soul? I cannot stop asking.* *If I could taste one sip of an answer, I could break out of this prison for drunks. I didn't come here of my own accord, and I can't leave that way. Whoever brought me here will have to take me home."* \~Rumi \-\-\-\-\-\- ***“I am struck with how rare it is to find a few good friends on the path. It is easy to find people who simply want to sit and be entertained by teachers, or who want to sit and entertain by playing the role of teacher. In other words, the quest for affirmation often outweighs the quest for truth.*** ***Yet you may have one or two good friends, and definitely have one or two waiting to be discovered. Find them; be thankful.”*** ***— Shawn Nevins*** 'What will make me happy in life?' ... 'Am I my thoughts?' ... 'What is Enlightenment?' ... We meet every week to ask questions like these in the pursuit of Self-Knowledge and Truth. We are interested in topics like: Zen, stoicism, spirituality, psychology, mindfulness, Nisargadatta, non-violent communication, Socrates, existential philosophy, Alan Watts, taoism, Eckhart Tolle, meditation, Ramana Maharshi, etc. But we are not affiliated with any dogma, philosophy, or religion. Our goal each meeting is to serve as mirrors for one another using question-based inquiry in a safe environment. In a session, every participant takes turns discussing the week's question or topic, and the group asks reflective questions without any agenda besides trying to understand the person's beliefs. A few other guiding principles of our group: * No one is obligated to share * Be honest with yourself and others * Do not try to convince others to believe or think as you do * Keep the focus on the person being questioned We meet at the [Bethesda Library](https://maps.app.goo.gl/GWMozF8zpY1m1PY26) every Monday. The library is a 5 minute walk from the Bethesda Metro on the Red Line, approx 25 minute Metro ride from Metro Center and Gallery Place stations. The library has a a parking lot with metered parking for $1/hour. \*\*\* WE WILL BE IN MEETING ROOM 3 UNLESS OTHERWISE NOTED ----- THE MEETING ROOM IS IN THE BACK OF THE LIBRARY \*\*\* Please contact us with any questions!

[Profs and Pints Northern Virginia](https://www.profsandpints.com/washingtondc) presents: **“How AI Alters Thinking,”** on dealing with artificial intelligence’s capacity to change and undermine our thought processes, with Eli Alshanetsky, assistant professor of philosophy at Temple University, principal investigator at its Cognitive Integrity Lab, and author of an upcoming book on AI and freedom of thought. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/nv-how-ai-alters](https://events.ticketleap.com/tickets/profsandpints/nv-how-ai-alters) .] Doctors who give bad advice can be sued for malpractice. Teachers belong to a profession with set standards. When artificial intelligence guides you, however, that guidance comes with a disclaimer: Use at your own risk. Every day millions of people take that risk, and usually AI seems genuinely helpful. But even if AI gives us good answers, might its use over time do bad things to how we think? Explore the relationship between AI and our own minds with Eli Alshanetsky, whose Cognitive Integrity Lab studies how artificial intelligence changes how we think, learn, and build trust. Author of *Articulating a Thought* and the upcoming book F*reedom of Thought in the Age of AI*, he’s on the cutting edge of efforts to answer AI-related questions such as: How can we tell when work is truly our own? How can technology support rather than replace authorship and reflection? What does trust mean when AI mediates our relationships with others and with our own thoughts? To set up his discussion of potential consequences of AI, he’ll describe how social media’s impact on society serves as a preview. Social media didn’t just give people what they wanted to click on, it actually changed what they regarded as click-worthy. It broke attention spans and fueled radicalization across millions of very different people. It left us with people who doom-scroll for hours, who can’t focus, who don’t know what to trust anymore. If you’d shown people this version of themselves ten years ago, would they have chosen it? Artificial intelligence is making a similar deal with us, but the stakes are higher. It isn’t chasing clicks. It’s optimized for giving you the most satisfying response to whatever is on your mind right now. The risk over time isn’t just that you’ll get lazy. More profoundly, even when you think hard, your sense of what counts as good thinking—as well as what sounds like you—will shift to match what AI has been feeding you. We’ll consider what kind of person this produces and whether this is someone we want to be or want children to become. Professor Alshanetsky will lay out a practical framework, which he calls “the interaction layer,” for using AI without letting it replace the thinking it’s supposed to support. He’ll also talk about what AI-related concerns should be the focus of parents and educators. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image: Illustration by David S. Soriano / Creative Commons.

Use Promo code SPRINGME to receive $5.00 off! Purchase tickets here: [https://www.prosinthecity.com/event/speed-dating-washington-dc-16093](https://www.prosinthecity.com/event/speed-dating-washington-dc-15395) Singles speed dating events take away the pressure and nerves involved in the dating scene. Our Speed Dating Washington DC events bring intimacy and romance back to the art of speed dating. Although this combination may at first sound improbable, once you get involved you will understand why this event is so highly anticipated! Our speed dating events are carefully designed to showcase as many potential partners to you as possible. During Speed Dating Washington DC, you'll date for approximately one hour, meeting smart and intriguing members of the opposite sex as you spend a few minutes with each new acquaintance. Meet singles and know right away whom you mutually match with. After the speed dating, join us for a night of socializing and more interactions. You’ll also be able to spend time with someone you felt you clicked with during one of your speed dates. There will be a cash bar for this eventful evening, so come and meet other single professionals like yourself and have the time of your life! Then, after the event, use our exclusive online system from home to choose your matches from the people you met at the event. Without disclosing your email address, you'll be able to send messages through our system to anyone who attended. So come to Speed Dating Washington DC and meet that special someone you’ve been looking for. Check in is at 7:00 and the dating begins at 7:20. Please check in at 7:00 so you have a chance to mix and mingle before the dating begins. Numbers are limited at this event so sign up soon!

Hello everyone! Who doesn't love discussing AI over mini-golf! We'll be meeting at Starr Hill Tysons Biergarten at the top of the Capital One Building. There's mini-golf, corn-hole, and beer on tap. Come have some fun! Guaranteed fun time, or else your first putt is free :) **Location:** Starr Hill Tysons Biergarten, 1805 Capital One Dr S Suite 1100, Tysons, VA 22102 **\*\* We're on the Roof! \*\*** **Overview:** Join us at AI Innovators Network for our upcoming meetup in Tysons dedicated to exploring the latest trends in Artificial Intelligence. Whether you're an AI enthusiast, a professional, or someone curious about the intersection of technology and AI, this event is perfect for networking, learning, and sharing insights. Connect with like-minded individuals from DC, Northern Virginia, and Maryland as we dive deep into the opportunities and challenges of integrating AI. Don't miss this opportunity to be part of the conversation driving innovation and progress in Artificial Intelligence.

Join us in some debauchery for a night of socializing, mingling and dancing the night away, your memorable one, rubbing your shoulder with party snobs. Cover free entrance at all Clubs! Fellas this is hard to pass on this! ***GRAB A DRINK AND YOU ARE ALL SET TO ENJOY THE EVENT. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. ***AFTER THE SOCIAL, WE HIT THE DANCE FLOOR. BRING YOUR DANCING SHOES. WE WILL DANCE THE NIGHT AWAY!*** **This is also a wicked 'MeRtUp'!** **What is MERTUP?:) Mer + Meetup = Mertup.** **Mer is known as the Meetup guy. He likes to connect people and his fans coined that name for him. So, at his events, everyone will become a Wing Person to everyone:) When you get get there, we will introduce you to someone and you will be responsible to introduce that person to another person. That is MERTUP!** We will have specials, including our usual suspect MERtini:) **DEETS :** **Cover is $20. But it is FREE with RSVP.** ***\*Registration/PREGAME : 8:00PM-9:00PM*** ***You'll receive your wristband . If you can't make it by 10pm TEXT/EMAIL YOUR QR CODE to a friend, so that they can pick everything up for you.*** ***Also, you can text us at (202) 368-1878, after 10pm. So that we would let you know which club we are at.*** ***But the party continues till 3AM!*** **YOU NEED OUR WRISTBANDS FOR A FREE ENTRY AT THE CLUBS.** Event is 21+ ***Why do we stuck at one, whereas we can party at many?!:)*** ***\- Celebrate your birthday or your moments \(Graduation\, Anniversary\, Promotion\, Retirement\, Bachelorette/Bridal parties\,\.\.\.\.etc\) in life with us\!*** ***\- For bottle specials\, table reservation and girls night out TEXT 202\-368\-1878\.*** ***\~\~\~\~\~CHECK-IN DETAILS\~\~\~\~\~\~\~\~*** ***1\. You need our wristband to get the VIP Entrance\.*** ***2\. Photo ID: Everyone will be required to have a valid photo ID with them in order to enter\. If you forget your ID\, you will not be allowed in\.*** Dress code : Chick/Stylish/Elegant (all the clubs enforce dress code) ##### **DRESS CODE STRICTLY ENFORCED** We ask that you approach your wardrobe deliberately. No Athletic Clothing or excessively baggy clothing. Keep it chic, smart and classy! Jeans are allowed. Acceptable Mens shorts include those with belt loops. Unacceptable Attire: 1. Athletic Clothing: This Includes gym attire, sweatpants, yoga pants, and tracksuits 2. Baggy Clothing: Clothing that is excessively loose-fitting or oversized, such as baggy jeans, sagging sweatpants or oversized t-shirts. 3. Sportswear: Jerseys, team logos, and other sport-specific attire 4. Beachwear: shorts, tank tops, swimwear, and revealing clothing 5. Flip Flops: Open-toe sandals, thong sandals, and flip flops are not allowed 6. Timberlands and Steel Toed Shoes. Payment Instructions : 1\. Click on the ticket link and 'Pay Now' button\, after RSVPing\. Then hit the button\. 2\. Verify correct dollar amount for number of people you're paying for\. **3\. If you don't have a Paypal account\, click "Pay with a Debit or Credit Card"\.** 4\. If you have a Paypal account\, simply log in\, and pay as you normally would via Paypal\. **How to Unblock the Pop-up Blocker on Your Phone** Many of our patrons advised us that they have a Pop-up Blocker on their iPhones and it hinders them from buying tickets. To unblock, please follow the following steps : For Safari Users : 1\. Go to Settings\. 2\. Scroll down to Safari and click on it\. 3\. Select Block Pop\-ups and turn it off\. For Google Chrome Users : 1\. Open Google Chrome\. 2\. Click on the three dots and you will see many options\. 3\. Click on Settings\. 4\. Scroll down to content settings\. 5\. Select Block Pop\-ups and turn it off\. Refund & Ticket Resell Policy All sales are final. We only refund the full amount, if the event is canceled. If it is rescheduled, we will send an email to ticket holders advising that. A full refund will be given to those that let us know within 2 calendar days of the update email, if you are unable to make it on the new date. No refunds will be given after that time. However, you can sell your ticket to someone else if you are unable to attend. Please, feel free to post in the comment box for the event, that you have a ticket for sale. Work out payment between yourselves, and have the seller only send the organizers a message, letting us know the full name of the person taking your spot. You must let us know two hours before the RSVP close time, on the day of the event. PARKING INFO Parking might be a challenge and the event involves drinking, we highly recommend you to get a shared ride or taxi service. DRINK RESPONSIBLY! [) [) http://photos4.meetupstatic.com/photos/event/9/b/9/5/600_449919829.jpeg http://photos2.meetupstatic.com/photos/event/6/3/b/9/event_434665529.jpeg

We will be reading "Station Eleven" by Emily St. John Mandel. We will be meeting at GameOn Bar. So, please come join us for some discussion and a drink and/or food. [Station Eleven by Emily St. John Mandel | Goodreads](https://www.goodreads.com/book/show/20170404-station-eleven) As per usual we are crowd-sourcing book ideas and voting on the top books. We encourage you to add votes to the books [DC Science Fiction Book Club Suggestions - Google Sheets](https://docs.google.com/spreadsheets/d/1mprXaa6bcEW5EL_uprN16-RBcetO6pbqA4vHDTjtowI/edit?gid=0#gid=0)

In the heart of Bethesda, an evening awaits that feels like a coastal escape without ever leaving the city. Our singles mixer brings together the breezy charm of the Chesapeake with a warm, social atmosphere designed for effortless connection and genuine conversation. Step into a space filled with inviting energy, where singles gather not just to meet, but to truly engage. Whether you're hoping to spark a romantic connection or simply walk away with a few new friends, the setting makes it easy to relax, be yourself, and enjoy the moment. The nautical-inspired vibe sets the tone—subtle, stylish, and just a little transportive. Think soft lighting, a hint of seaside influence, and a crowd that’s equal parts interesting and open. It’s a refreshing change from the usual, where the environment naturally encourages conversation to flow. Throughout the night, conversations unfold organically, laughter carries easily, and connections begin in the most natural way. There’s no pressure—just a shared understanding that everyone is here for something real, whether that’s friendship, romance, or simply a great night out. Join us in Bethesda for a singles mixer that captures the spirit of the Chesapeake and the excitement of meeting someone new. Come curious, leave connected, and let the night take you somewhere unexpected. **Can't make this event? Sign up for FREE on our website to get updates on future events:** [www.Intelligent.Events](https://www.intelligent.events/ "https://www.Intelligent.Events")

[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“Nightmares and Creativity,”** on the relationship between frightening dreams and real creative achievements, with Bernard Welt, emeritus professor of arts and humanities at George Washington University, former member of the board of the International Association for the Study of Dreams, and contributing editor of *DreamTime*. [Advance tickets: $13.50 plus sales tax and processing fees. Available at[ https://events.ticketleap.com/tickets/profsandpints/dc-nightmares-and-creativity]( https://events.ticketleap.com/tickets/profsandpints/dc-nightmares-and-creativity).] Nightmares are associated with creativity—but how, exactly? Why do so many famous accounts of genius in the arts and sciences originate with a frightening dream? Explore such questions with the help of Bernard Welt, who has taught courses on recalling dreams and dream journaling and written extensively on the relationship between dreaming and the arts. Using excerpts from texts, illustrations of artworks, and clips from classic films derived from nightmares, Professor Welt will look at the relationship between bad dreams and celebrated innovations and creative accomplishments. You’ll learn why psychologists consider the nightmare to be a key to understanding the creative power of the unconscious mind. We’ll consider sleep scientists’ definitions of the nightmare, asking why it still remains controversial, and explore contemporary theories about the relationship between nightmares and creativity from psychoanalysis, Jungian archetypal theory, evolutionary psychology, and other sources. Though dreams have special authority in many cultures, in the western world it’s only among the nineteenth-century Romantics that we began to see personal accounts of creativity inspired by dreams—curiously, preponderantly bad ones. We’ll look at how *Frankenstein* arose from Mary Shelley’s famous dream of a scientist confronted by his own fearful creation, and how art’s Surrealist movement taught us to value our nightmares. You’ll learn how dreams of all kinds can result in sudden inspiration because they relax inhibitions, transcend habitual trains of thought, and permit ideas that would be rejected by the thought processes of waking life. You’ll even come to see why we may welcome our nightmares as opportunities to expand our vision and our understanding. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image: From Francisco Goya’s 1799 etching “The Sleep of Reason Produces Monsters” (public domain).

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

Meet new people and mix it up with other singles for a fun night out with great vibes and good times. Looking to meet new people in a fun, relaxed, and elevated setting? Join us for a **Columbus Singles Mixer at Bodega** — the perfect way to connect, flirt, and spark something new without the pressure of traditional dating apps. Whether you're newly single, tired of swiping, or just open to meeting quality people… this is your vibe. ### 💫 What to Expect: * A curated group of singles (Ages 30/40/50's) * Icebreakers + conversation prompts (no awkwardness) * Music, great energy, and a stylish venue * A welcoming, social atmosphere to mix and mingle * Optional guided connection moments to help you actually meet people ### 🍸 The Experience: This isn’t speed dating. This is a **social, organic mixer** designed for real conversations, chemistry, and connection. Come solo or bring a friend — either way, you’ll leave having met new people. ### 🎁 Perks: * Giveaways + fun surprises throughout the night * Exclusive invites to future LUV TALK events ### ⏰ Event Details: 📍 Location: Bodega, Columbus 📅 Date: SATURDAY, May 16th ⏰ Time: 6:00 PM – 8:00 PM 👥 Ages: 30/40/50's ### ⚠️ Important Notes: * Limited spots to keep the experience intimate * Balanced ratio of men and women * Tickets must be purchased in advance ### 💌 Ready to Join Us? Spots will go fast — secure yours now. Have questions? DM us on Instagram @myluvtalk

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)

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)