Information Retrieval

​Puttery in Washington, D.C. 800 F St. NW Washington, D.C. 20004 "​This isn’t mini golf. It’s a refined putting lounge designed for nights that deserve more than the usual. Step into immersive, larger-than-life courses, sip course-inspired cocktails, and compete in a space that feels equal parts high design and high energy. Whether it’s a date, a team outing, or a just-because night out, Puttery invites you to go off course." **We have a limited reservation spots for our 6pm group!** **Please text Kate at 202-925-0001 to reserve your spot as soon as possible. She will send you a link to pay for your $25 ticket. We will not be able to issue refunds if you change your mind.**

We've never read Eudora Welty here, so we're going to discuss her best-known work, the Pulitzer Prize-winning "The Optimist's Daughter." This short novel, which began as a story in the New Yorker, is about a woman who travels to New Orleans to take care of her father after surgery. I've been meaning to read Welty for years, so I'm happy we're doing this now.

Join DC Metro Crafts for our mid-month meetup. Bring your own cross stitch, knitting, crochet, or other portable craft. The Southwest Library is half a block from the Waterfront Metro. We're upstairs in Conference Room 2 at 5:30pm. Take the elevator to the second floor and the room is on your left. If you take the stairs, take two rights and the room is on your left.

**Sales for this talk have been reopened as it has been moved to a larger space in Penn Social to accommodate demand.** [Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“Ireland’s Fight for Freedom,”** with Kevin Matthews, assistant professor of history at George Mason University and former London correspondent for Vatican Radio reporting on British and Irish news. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/dc-ireland-freedom](https://events.ticketleap.com/tickets/profsandpints/dc-ireland-freedom) .] After centuries of struggle, Irish men and women won their freedom from Great Britain after waging a war that set the pattern for all other independence struggles of the 20th century. But there was a price—the partition of their country, a split setting the stage for the Northern Ireland “Troubles” that didn’t end until 1998. Gain a deeper understanding of Ireland and its history with Professor Kevin Matthews, a historian who served as a journalist covering the last stages of the Troubles in Ireland in the early and mid 1990s. He’ll discuss in depth how the Irish won independence in a two-year war between 1919 and 1921, covering topics as the role women played in the conflict, the life and tactics of the revolutionary leader Michael Collins, and the Irish development of “urban guerilla warfare” using small, highly mobile armed units called “flying columns.” Most important, this talk will examine how the conflict between Irish nationalists and Irish unionists led to Ireland’s division and later conflict. From the Easter Rising to the Good Friday Agreement, from Bloody Sunday to Brexit, this conflict has never quite gone away. As the Irish poet, William Butler Yeats once wrote: Now and in time to be, Wherever green is worn, Are changed, changed utterly: A terrible beauty is born. Professor Matthews will explore how the Irish fought to a standstill what was then the mightiest empire in the world and how, more than he could have known, Yeats’ prediction still rings true today. (Doors: $17, or $15 with a student ID. Listed time is for doors. The talk starts 30 minutes later.) Image: Members of the Irish Republican Army’s West Connemara Flying Column in 1921. (Public Domain photo.)

To secure your spot, purchase your ticket from the Eventbrite link ([https://www.eventbrite.com/e/st-patricks-bar-crawl-on-march-17th-tickets-1984501632805](https://www.eventbrite.com/e/st-patricks-bar-crawl-on-march-17th-tickets-1984501632805)). RSVPing only on the Meetup page, doesn't allow you to attend the Event. ADVANCE TICKET PURCHASE IS REQUIRED. ABOUT THE EVENT For the luck of the Irish, put on some green and join us for the St. Patrick's Bar Crawl, with lots o'Shenanigans near and dear to you. The infamous Leprechaun Lap is back with cover-free access to Dupont’s best bars, clubs and rooftops, featuring drinks specials, DJs, signature party favors, and free giveaways. After all, when friends keep moving, the party keeps going. Eat, Drink, Be Irish and a whole lot of malarkey. Warning we may be prone to Shenanigans and Malarkey:) It is time to party like Irish, until all the beer is gone. Cold Green Beer and Loads o'Good Cheers! All you need is your Irish Stroll wristband and you’ll be set to sip on exclusive drink specials all over Dupont Circle! Time: 5pm-MIDNIGHT (ticket pick up is from 5-7pm) ***\*Registration is from 5PM-7PM. You'll receive your wristband and Swags. If you can't make it by 7pm TEXT/EMAIL YOUR QR CODE to a friend, so that they can pick everything up for you.*** But the party and specials continue till MIDNIGHT! **There will be a lot of people. Use the comment box of the Meetup to coordinate amongst the group.** **This is also a wicked 'MeRtUp' with a saving!** **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!** **Enter the Promo Code 'MERTUP' to redeem your 20% discount!** **(**[https://www.eventbrite.com/e/st-patricks-bar-crawl-on-march-17th-tickets-1984501632805](https://www.eventbrite.com/e/st-patricks-bar-crawl-on-march-17th-tickets-1984501632805)**).** FAQs : REGISTRATION Registration is from 5PM-7PM. You'll receive your wristband and swags. ***If you can't make it by 7pm TEXT/EMAIL YOUR QR CODE to a friend, so that they can pick everything up for you.*** DRESS CODE : We recommend wearing green or you may get pinched by a leprechaun! Costume prizes for the most festively dressed participant. ID Government issued ID is required! It will be checked at every participating bar that you choose to go to. All participants must be 21 years old or older. STILL HAVE QUESTIONS? Reach out to [info@merevents.com](http://info@merevents.com/) Payment Instructions : 1\. Login to see the 'Get Tickets' 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\, proceed to the next page and scroll down to see "Pay with a Debit or Credit Card"\. Then turn off the button 'Save The Info and Create Your Paypal Account'\.*** 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 : Go to Settings. Scroll down to Safari and click on it. Select Block Pop-ups and turn it off. For Google Chrome Users : Open Google Chrome. Click on the three dots and you will see many options. Click on Settings. Scroll down to content settings. Select Block Pop-ups and turn it off. REFUND AND 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 organizer a message letting us know the full name of the person taking your spot. ***\*For further info, refer the Eventbrite Invite. We may have already answered one of your questions, see our FAQs.***

Join us this Tuesday for a fun, laid-back Trivia Night at The Board Room VA! Whether you’re a random-facts genius or just coming for the vibes, this is your midweek excuse to get out, meet great people, and test your knowledge. We’ll jump into their regularly hosted trivia night, form teams, and compete for bragging rights — no pressure, just good energy. Board Room is the perfect cozy-but-lively spot for it. Think craft beer on tap, creative cocktails, solid bar food (burgers, wings, fries, shareables), and wall-to-wall board games if you want to hang before or after. It’s warm, welcoming, and easy to mingle — ideal for solo attendees and friend groups alike. Come ready to think, laugh, and maybe surprise yourself with how much you actually know. See you Tuesday! 🏆✨

Leads come in, but they don’t move. Prospects engage, but they don’t convert. Customers join, but they don’t stay. And most teams are guessing where the breakdown actually is. At this DC Marketing Tech Talks event, Geoff Livingston will walk you through a practical, end-to-end AI workflow designed to help you identify and fix the gaps in your customer journey. This session is about using AI to analyze how buyers are actually moving through your funnel, uncover where engagement drops off, and turn that insight into measurable improvements. You’ll learn how to: * Map your real customer journey * Identify friction points across your lead funnel * Use AI to analyze messy marketing data in a structured way. Geoff will show you how to turn disconnected touchpoints into a clear picture of behavior, how to surface usable insights, and how to feed those insights back into your campaigns to improve performance. This session will give you a detailed playbook. You will see the specific tools, the specific processes, and the step-by-step structure to implement this workflow inside your own organization. From auditing your journey to identifying measurable gaps, to prioritizing the highest-impact fixes, to building a repeatable optimization loop, you will walk away knowing exactly how to execute this approach from start to finish.

Business Oriented Toastmasters (BOTM) is an exceptionally strong Toastmasters club in Rockville, MD. Our club has earned President's Distinguished Club status for the last thirteen years in a row. We are dedicated to helping each of our members achieve their personal public speaking and leadership goals in a friendly, supportive environment. We pride ourselves on having organized, professional meetings with strong evaluations, while having fun at the same time. Guests are always welcome and no notice is necessary. Just show up and plan to have fun. See how BOTM can help you achieve your goals. We are a diverse club with both seasoned and new Toastmasters, and all ethnic and professional backgrounds. For more information, please visit our website at botm.toastmastersclubs.org or contact us at contact-2279@toastmastersclubs.org Meeting locations: 1st Wednesday of every month in person at Faith United Methodist Church, 6810 Montrose Road, Rockville, MD 3rd Wednesday of every month via Zoom

​A beginner-friendly workshop on superintelligence AI and how this new technology is evolving and impacting society. ​​**Free and open to the public — no technical background required** ​​What would it actually mean for machines to become smarter than humans—not just at chess or writing, but at *everything*? For decades, scientists and researchers have debated the idea of **Superintelligent AI**: systems that could outperform humans across nearly all cognitive tasks. What once sounded like distant science fiction is now increasingly discussed as a real possibility within our lifetimes. ​​This workshop is a guided, interactive introduction to the idea of superintelligence and the problem of **loss of control**—what happens if we create systems that are more capable than we are, but whose goals don’t perfectly align with human values. ​​**Over the course of the workshop, we’ll explore:** * ​​**Superintelligence:** What it means for an AI system to surpass human intelligence across domains, and how this differs from today’s AI. * ​​**Power and control:** Why advanced AI could wield enormous economic, political, and strategic influence—and why “just turning it off” may not be realistic. * ​​**Misalignment risks:** How systems pursuing the *wrong* objectives could cause harm even without malicious intent. * ​​**Societal choices:** How decisions made today—by researchers, companies, and governments—may shape whether AI becomes a tool we control or a force we struggle to contain. ​​**What you’ll get:** * ​​A clear, non-technical introduction to core ideas from AI safety and existential risk research. * ​​Live demonstrations of current AI capabilities, to ground abstract concerns in real systems. * ​​Small-group discussions and thought experiments that connect AI risks to everyday life, institutions, and incentives. * ​​A better mental model for evaluating headlines, hype, and claims about AI progress. ​​**Format & vibe:** ​​This is not a lecture it is an interactive workshop designed to help people think clearly about a topic that is increasingly important and moving very quickly. ​​Whether you’re new to AI, casually interested, or deeply unsure what to believe, you’ll leave with a clearer picture of *why* many researchers take superintelligence seriously—and *what’s actually at stake* if we get it wrong.

Registration & full details at: https://aws.amazon.com/government-education/nonprofits/imagine-nonprofit/ This is an informational post, you must register directly with amazon. It's a free event. It's also in person at the MGM National Harbor. Yes, there's a parking garage at the venue. Presented by Amazon Web Services (AWS), Imagine for Nonprofits unites visionary leaders, technologists, and changemakers who are driving social and environmental impact through technology. This in-person event combines thought-provoking discussions, interactive sessions, hands-on workshops, and networking opportunities that explore how advanced technologies like artificial intelligence (AI) and intentional innovation are transforming the nonprofit sector. Together, we're building a future where technology amplifies humanity's capacity for good, guided by data, driven by purpose, and grounded in responsibility.

Details 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. Here's the updated version: *** **Topic: Reasons to Be Excited (A Technology Optimism Round)** It's easy to doom-scroll your way into thinking the world is falling apart. And honestly, some of our recent meetings haven't helped. So this time, we're flipping the script: what technology are you actually *excited* about? This isn't a request for blind techno-utopianism. Skepticism is welcome. But the goal is to spend some time on the genuine wins and promising horizons, because there are more of them than the headlines suggest. Here's a quick tour of some things worth being optimistic about: * **AI in everyday life** — Love it or hate it, AI tools are genuinely saving people hours of tedious work. From coding assistants to writing tools to writing this very event descriptin you're reading now to AI that sits inside your spreadsheets and email, the practical applications are moving faster than most people expected even two years ago. The question is less "will this be useful?" and more "who actually benefits, and when?" * **Clean energy's quiet boom** — Solar and battery storage have had a decade of jaw-dropping cost reductions. The U.S. added more renewable capacity last year than any year on record. It's not fast enough for some, but the trajectory is real. * **CRISPR and gene editing** — In late 2023, the FDA approved the first CRISPR-based treatment for sickle cell disease — a condition that has caused lifelong suffering for millions of people with very few good options. It's the first of what could be a long list of genetic diseases that are now, for the first time, actually curable rather than just manageable. * **Lab-grown meat** — Chicken and beef grown directly from animal cells, no slaughter required. It's real, it's been approved for sale in the US, and while it's still expensive and not yet on your grocery shelf, the cost curves are dropping fast. Whether you care about animal welfare, climate, or just think it's cool, this one is quietly wild. * **SpaceX and the new space economy** — Reusable rockets went from fantasy to routine. Launch costs have dropped by an order of magnitude in 15 years, opening the door to satellite internet in remote areas, new science missions, and yes, eventually humans on Mars (whether or not that excites you). * **Brain-computer interfaces** — Still early, still expensive, but Neuralink and others are giving paralyzed patients the ability to control devices with their thoughts. The sci-fi shelf life on this one is getting shorter. **Questions to Consider:** * Is there a technology you were skeptical about that has actually won you over? What changed your mind? * Which of these feels most overhyped — and which feels *under*hyped? * Are the benefits of new technology reaching people broadly, or mostly concentrating among the already-fortunate? * Is optimism about technology a luxury? Does it depend on where you live, how much money you have, or what you do for work? * What's something small and unglamorous — not AI, not space — that has genuinely made your life better recently?

Join us at Morning Consult for a BCC Tech Talk. Charles Shirer will do live demonstrations of phishing and how attackers are utilizing AI for phishing attacks.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

A great movie deserves a great dinner! Join us after PROJECT HAIL MARY for another fun and tasty dinner at a CMG-favorite restaurant, FUGU SUSHI! RSVPs are limited for the dinner portion of this event! Here are complete details: FUGU SUSHI: Fugu Sushi offers a truly authentic experience that keeps customers (and the Movie Group) coming back for more. They offer an extensive menu with a delightful array of options and something for everyone! From their top-rated sushi, to tasty appetizers, soups, salads, bento boxes, tempura, delicious teriyaki dishes (including chicken, shrimp, salmon, tofu, vegetable and more), and vegetarian and vegan options, you’ll be certain to find something you love! MENU: https://www.fugusushicolumbus.com/menus RSVP: An RSVP here means you're signed up for the DINNER portion of this event. Seating is limited. If you also plan to join for the movie, please also RSVP in the separate event listing for the movie portion of this event. For the movie, we'll meet in the theater lobby at 2:10pm for the 2:30pm SuperScreen DLX showing. Advance ticket purchase for the movie is advised. Please RSVP in both events, if you plan to attend the movie and dinner. Look forward to seeing you there, Dan

**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: Type Annotations with John Cassidy 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