Logstash

**Systems Systems Systems: How to Start Your REI Business the Clean Way** [SIGN UP HERE](https://link.elitereimm.com/widget/form/QdRSXWfgn6Uh0zkSDYXa?am_id=debbie5641) Most newer real estate investors start by chasing deals. That makes sense. Deals are exciting. Deals create opportunity. Deals are where the money appears to be. But here is the problem: if you do not build clean business systems early, your real estate investing business can quickly become scattered. * You start losing track of properties. * You forget follow-ups. * You do not know which lenders you talked to. * You cannot remember which buyers, partners, agents, or contractors are actually worth staying connected with. * Your notes, documents, tasks, and next steps end up spread across texts, emails, notebooks, spreadsheets, and random apps. That is not how a real business should operate. *Systems Systems Systems: How to Start Your REI Business the Clean Way* is a 2-hour Monday Night preview event built for newer and growing real estate investors who want to treat investing like a real business from the beginning. This session will give you a simple framework for the 5 core systems every investor should understand and start building. **What We'll Cover** **1\. Deal Systems** How to organize leads, properties, offers, follow-ups, and next steps so you are not relying on memory or scattered notes. **2\. Capital Systems** How to start organizing your lender relationships, private money conversations, funding options, and fundability process. **3\. Buyers / Partners Systems** How to keep track of buyers, JV partners, referral sources, agents, and other people who may help you move deals forward. **4\. Vendor Systems** How to build and manage your contractor, inspector, lender, insurance, title, bookkeeping, and professional network before you desperately need them. **5\. Business Admin Systems** How to keep your CRM, calendar, documents, tasks, communication, bookkeeping, and follow-up from turning into a mess. **This Is a Preview Session** This Monday Night event is not designed to overwhelm you with every tool, spreadsheet, or document. The goal is to help you understand the structure first. Then, in our deeper Saturday workshop, we will show more of the actual working tools, spreadsheets, checklists, and collateral used inside our coaching programs. Monday is about understanding the framework. Saturday is where we go deeper into the tools. **Who This Is For** This event is for you if: * You are newer to real estate investing and want to start the right way. * You have been learning for a while but feel scattered. * You want to find deals, raise capital, build relationships, and work with vendors more professionally. * You are trying to build a real investing business, not just randomly chase opportunities. * You know you need better organization but are not sure where to start. * You are interested in building better business habits around your real estate investing activity. **Who This Is Not For** This is probably not for you if you are looking for hype, shortcuts, or a magic button. Real estate investing is a real business. That means deals matter, but so do systems, follow-up, relationships, documentation, communication, and execution. **Main Takeaway** By the end of this session, you should have a clearer understanding of the 5 systems every real estate investor needs to start building. [SIGN UP HERE](https://link.elitereimm.com/widget/form/QdRSXWfgn6Uh0zkSDYXa?am_id=debbie5641)

Let's get together to play some fun BB level Double games at Bluemont. **Format**: Doubles **COST**: FREE **Court Type**: Outdoor grass **Minimum Skill Requirements**: Intermediate-BB (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Smiley Social documents:** 1. [Group Rules ](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 1. [Liability Waiver ](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco) 1. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)

**++++++++++++++++++++** **The Ride: Summary** **(Must Read)** **++++++++++++++++++++** * RIDE NAME: The Koffee Klatch Ride - Constellation (Crystal City) * START LOC: Bluemont South Parking, 325 N Manchester, Arlington, VA * START GPS: [https://goo.gl/maps/2sMA3jhGSgdS4fJj9](https://goo.gl/maps/2sMA3jhGSgdS4fJj9) * START PARKING: Bluemont South Parking lot * ARRIVAL: 10:00 am * SPEECH: 10:10am ***\*\*you must be present for the speech or no ride for you!\*\**** * ROLLING: 10:15am * LEVEL: Medium * PACE: 11-13 mph (a "social" pace) * DISTANCE: 16.5 miles * TERRAIN: Trail / Street / Cyclepath * RIDEWITHGPS ROUTE: **CBG_KOFFEEK_CONS_2026** * [https://ridewithgps.com/routes/55529797](https://ridewithgps.com/routes/55529797) **++++++++++++++++++++++** **The Ride: Detail** **++++++++++++++++++++** **Notes:** * **Constellation** is at the site of the former **Freshman** and may be more of a sit-down coffee shop/cafe. * This ride is organized "lean" and may not have a sweep. * Pump your tires on the morning of the ride, please. * It is strongly suggested that you become a NoVA CBG RidewithGPS club member and download the route posted for each "Klatch". * Loading the route onto your Garmin (or other Nav device) is also acceptable. * **NoVA CBG has a turn by turn RideWithGPS club account that's free. [https://www.meetup.com/novacbg/events/271742916/](https://www.meetup.com/novacbg/events/271742916/)** **The stop will be at:** [Constellation](https://www.constellation-va.com/) (former Freshman site) 2011 Crystal Dr Arlington, VA 22202 They are located on Crystal Drive in Crystal City after mile 9.2. The ride is a 16.5 mile medium level ridden at a social pace (11-13 mph). We will ride the Loop clockwise starting from the Bluemont South Parking on Manchester. We will ride up the Bluemont Junction Trail to the Custis and continue around to the Long Bridge connector trail from the MVT past the Pentagon and the Long Bridge Aquatic Center on the way to Constellation. After coffee we will cross back at the Water Park to the MVT and regular Arlington Loop. **+++++++++++++++++++++** **The Ride After The Ride:** **+++++++++++++++++++++** This week's coffee shop is the Ride WITHIN The Ride! **+++++++++++++++++++++** **Ride Level Chart** **+++++++++++++++++++++** NoVA CBG tries to accommodate all levels of cyclists by offering different types/levels of rides. We just ask that you come to the ride that suits your current riding ability the best. * Introductory Level: If you haven't ridden a bike in a number of years (or are uncertain of your abilities on a bicycle). * Beginner Level: You can ride for 10+ miles at a pace of 10+ to 12+ mph with potentially minor hills involved. * Medium Level: You can ride for 20+ miles at a pace of 13+ to 15+ mph with potentially moderate hills involved. * Advanced Level: You can ride for 20++ miles at a pace of 15+ mph with potentially major hills involved. Both Medium and Advanced Levels might require handling various challenges such as reading cue sheets, using a Garmin or navigation app, night riding, out of town travel, or any other odd cycling situations. **+++++++++++++++++++++** **The Fine Print:** **+++++++++++++++++++++** An RSVP of 'YES' is your digital signature and means you have read and understood MEETUP.com's: * "Terms of Service : Section 6. Release" found at https://www.meetup.com/terms/ * NOVA-CBG's "Assumption of Risk Agreement" found @ https://www.meetup.com/novacbg/pages/1942951/NOVA-CBG_Waiver/ * NoVA CBG's "COVID Policy" found @ http://bit.ly/2021_NoVACBG_COVID19_POLICY Helmets are required to participate in all NOVA-CBG rides. All riders ride at their own risk and with the understanding that cycling is an inherently dangerous activity. When coming to the meetup you do so voluntarily and are ready and able to participate in the ride as described under the conditions of the day. Be on time for the "pre-ride" preparation. If you do not attend the pre-ride preparation you will not be allowed to participate on the ride. There are NO exceptions to the above.

Hi everyone! Tuesday Night Skates are in full effect! Meet every Tuesday outside of the NOMA-Galladudet U Station at the North entrance (1305 2nd St NE). We will head out at 7pm sharp for an 8 mile skate followed by pizza! We'll skate up the Metropolitan Branch Trail to the Ft. Totten Metro station and back down the trail to M St NE for pizza at Andy's. See ya there! This skate is led by Asher and myself. 🛼 This ride is BEGINNER FRIENDLY! While the full ride is 8 miles long, you have the option to tap out at one of the three red line metro stations along the route in both directions. You'll also have an opportunity to learn new skills and practice drills with the skate leaders at our regroupping spots along the route. The tap out points are as follows: 2 miles: Rhode Island Ave Metro 2.5 miles: Brookland Metro 4 miles: Ft Totten Metro 6 miles: Brookland Metro (on the way back) 7 miles: Rhode Island Ave Metro (on the way back) 8 miles: Andy's Pizza This is a great way to test and build up your endurance while skating! At least one of the skate leaders will skate at your pace, so you'll never be left behind. Join us at Andy's Pizza afterwards for a FREE slice of pizza with the purchase of any alcoholic beverage or N/A lemonade! Route Map: https://www.gmap-pedometer.com/?r=7752153 If we need to cancel one week due to weather or other reasons, we'll update the event page in advance.

Join us for modern island-inspired dishes at **Isla DC**! If it's good enough to attract the Obama's, I think we should give it a try too (they visited within weeks of its opening). **NOTE: This restaurant will NOT split the tab so please come prepared to cover your portion with Paypal, Venmo or Zelle. Thank you in advance for your understanding.** ***Washington Post:*** Beyond the shimmer, Isla is an ambitious Caribbean destination with a lot to say. Dinner at Isla does not end in the dining room. Chic customers filter back into the moodily lit entryway in twos and fours, where they put their to-go bags and fur coats to the side. They find their best light in a dramatic archway framed with mirrors. They strut a little strip of red carpet. As I duck inside, I always seem to land smack in the middle of Washington’s most fabulous photo shoot. Sorry! Isla opened in the shimmering Midtown Center in late October, and it already feels like a destination. A place to celebrate birthdays, to get engaged, to spend an inordinate amount of money on a company credit card, to see and be seen (and, maybe, to see the Obamas on date night). Past the entryway is the even grander dining room roaring with life, illuminated by a chandelier shaped like a beehive and dripping light off hundreds of delicate glass petals. Through and through, this is a power restaurant, the kind of place people go as much for form — the glam of it all — as function. (You know, the food.) A plate of lamb tartare was my first clue that Isla isn’t all window dressing. It arrives as a neat column, painted with a ticklingly spicy sweet potato and habanero cream and covered with a fine layer of chopped chives. Mixed almost imperceptibly in with the dark red cubes are bits of pickled shrimp, their slight chew giving way to waves of salinity. Instead of attempting to wrestle the gamy meat into submission, chef Lonie Murdock accentuates its undeniable intensity, breathing new life into a dish that tends to be more or less interchangeable from one glitzy restaurant to the next. Murdock is new to D.C., but Canadian expats and visitors might know her from Miss Likklemore's, the restaurant she and husband Darren Hinds opened in Toronto in 2022. There, Murdock says, she felt more beholden to tradition, honoring the substantial Caribbean population that calls Toronto home by serving faithful renditions of classics such as slow-cooked oxtails and the handheld chickpea wrap called doubles. At Isla, she wanted to step “outside of that comfort zone.” She brings her vision for a sprawling, globally inspired restaurant to Washington at an exciting moment for Caribbean cooking in the United States. In New York, chef Paul Carmichael opened Kabawa in early 2025, a sleek tasting counter where he exalts plantains with shaved salt cod and caviar, treating the sticky sweet fruit as a luxury ingredient. At Kann in Portland, Oregon, chef Gregory Gourdet rubs whole cauliflowers in jerk seasoning and brings them to life in his restaurant’s open hearth, his cooking a glorious collision of Haitian technique and Pacific Northwest produce. D.C. has played its part, too. Chef Kwame Onwuachi's Dogon is a destination restaurant built around coco bread and brown stew snapper. At St. James on 14th Street NW, paratha is served as a centerpiece dish, surrounded by an ornate spread of meat and vegetable curries. Where does Isla fit in? The restaurant’s most interesting dishes emerge when Murdock treats “Caribbean” less as a prescription than a loose framework. “For me, it was more important just to kind of highlight the beauty and the bounty of Caribbean ingredients, and not necessarily focus on a traditional dish hitting the plate,” she says. Take flaky patties. There are familiar fillings, like supple oxtail that melts into each bite of buttery pastry, but more thrilling are ones densely packed with crab cooked in a fragrant panang curry. Murdock, whose mother is Jamaican, is a quick study in the American palate: A particularly decadent patty features processed cheese and ground beef. Small plates and creative side dishes tend to outshine the bigger, spendier ones, but you can piece together a meat-and-starch dinner if that’s your thing. The showiest entrée on the menu (under a section called “feast & fire”) is a snapper whose meat has been separated from its bones and turned into fried nuggets. These morsels are then reunited with the fried skeleton, which wraps around the plate as if standing guard. For all the fun of the presentation, I found the fish disappointingly mild and craved a creamy sauce to dip into. For something substantial, I prefer the pork chop, lovingly charred and served in a deep, dark, puckering reduction made with pork bones and the Trinidadian green mango condiment kuchella. A pat of crab butter slowly melts into the chop and amplifies its meaty richness, and a few spears of grilled mango radiate like glimmers of sunlight. Whatever feast and fire you choose, pair it with a grilled plantain. “It is such a beautiful ingredient,” Murdock says. “I just didn’t want to see it hit the plate in any kind of way that I’d ever seen it before.” She roasts a sweet plantain until its skin is charred and the insides are beginning to soften, then slices it open and finishes it with butter infused with more bracing kuchella. The starchy fruit has all the heft of a baked potato, but so much more depth and curiosity. I like to double up with a side of mac pie. Murdock bridges the traditional Caribbean dish — a dense casserole — and ooey-gooey American mac and cheese. Her version is a brick of pasta almost caramelized around the edges, cheese lightly coating each noodle, all drenched in a devilishly rich Mornay. I’ve yet to leave Isla short of stuffed, but someday I’ll build a light dinner around bara, the springy Trinidadian flatbread used to make doubles. Here, the dish is deconstructed, the bread served on a glass pedestal, the fillings served separately for swiping and layering. I like a version featuring tender oxtails blanketed dramatically in a creamy butter bean foam, but my favorite of these dishes nods to tradition. A bowl of well-spiced chickpeas, surrounded by labneh and dotted with a sweet-sour tamarind achar, is comfort food dressed up with a bow tie. The leather booths are deep and cozy, and the cocktails, which favor rum and lean light and tropical, are lots of fun. A daiquiri stained blue with butterfly pea flowers is a refreshing start to the night, and Isla’s rendition of an espresso martini, coined the Style and Grace, balances jittery cold brew with sweet, milky peanut punch. Here, the classic cocktail becomes something rich and grown-up, almost devoid of its typical oversaturation. ***Check out the menu [here](https://isladc.com/menu/)*** We ask that ALL folks honor their RSVP. If you are unable to attend after sending in a YES, please update your status so that others may join. In the event our group incurs a fee for no-shows / late cancellations, your ability to RSVP for future events will be restricted. Thank you in advance for your understanding. **WAITLIST:** Meetup does not allow a waitlist for paid events. If this event fills and you are interested in adding your name to the waitlist, please send host a message through the app. In the future, we will vary the days of the week and the types of restaurants so that we can attract many different types of diners. Feel free to make suggestions for future meet locations. All diners will pay their own tab. before departing the event. If you are unable to join us in June we hope you'll stay interested and join us for a meal in the future. Looking forward to catching up with you for a fantastic dinner at Isla DC!

This game is located at the DC/Maryland Border in Silver Spring. We'll use the Tennis or Futsal Court at Takoma Community Center where there are Night Lights shining on an enclosed arena. This area is enjoyable because it allows for more touches on the ball, with more movement around the field. THIS IS ON A TENNIS COURT. WE DO NOT WEAR CLEATS. WE WEAR FUTSAL SHOES, TENNIS SHOES; ANYTHING WITH NO SPIKES. Pinnies and goals will be provided. Bring a ball if you have one. We usually get 10+ more players not on meetup — we'll add those to whatever we get here and see if we can have a game. More than competitive, we all want to play good futsal and make it fun and entertaining for all. No warm sided matches here — new and advanced players are welcomed. Here, we want to get active and have fun in the evenings after work

**NOTE: The limit for this event is 8 people. Due to a meetup glitch, it won't save with 8 people as the limit so only the first 8 people will be able to attend.** Entry for event will be $30 Weekly Draft night in NW. We currently meet up at Franklin Hall near 14th and Florida. U Street Metro is the closest stop. I'll have packs but feel free to bring packs if you have them. Entry is $17 (you can bring Play Booster packs to lower the cost by $3.50). If it is a special set, it will be more.

Title: What Is Progress? Knowledge Aggregation, Living Textbooks, and the Automation of Scientific Discovery Date: June 20 2026 Noon - 14:00 EDT Summary: Our collective knowledge infrastructure — the textbooks, professional training resources, and literature syntheses that define what professionals across disciplines believe to be true — is quietly accruing a structural liability. Compounded confirmation bias, stacked citation-by-citation into the foundations of formal knowledge, means that breakthroughs can take decades to reach the classrooms, clinical workflows, and decision-making frameworks where they matter most. Meanwhile, the deepest friction is rarely acknowledged: before any field can build meaningful consensus on "why" or "how" a phenomenon occurs, it must first establish honest, consolidated agreement on "what" has actually been observed. That prior step is routinely skipped, assumed, or fragmented across siloed literatures that never cross-pollinate. This talk introduces a framework called "Knowledge Aggregation" — with two distinct but complementary ambitions. The first is descriptive transparency: algorithmically mapping what has been said, measured, and documented across a problem space, without imposing causal interpretation or narrative. The second traces the boundary between empirical observation and explanatory claim, building systems that can separate the "what" from the "why/how" — because consensus on mechanism cannot be meaningfully constructed until consensus on phenomenon is first established. Both ambitions are now within reach. By composing tools already at our disposal — large language models, classical NLP pipelines, public data repositories, and engineering-grade automation frameworks — it becomes possible to model knowledge itself, rather than merely imitate individual experts. One concrete expression of this is automating the writing of living textbooks: compressing the lag from bleeding-edge discovery, through replicated evidence, all the way to professional training resources. But the deeper aspiration reaches further — toward automating the discovery of scientific insights that have never previously been conceived, by systematically surfacing hypothesis combinations that no single siloed researcher would have had the cross-disciplinary vantage point to even ask. Drawing on ongoing systems biology and computational research — with ME/CFS research demoed as a use case for what siloed, fragmented knowledge infrastructure costs in practice — this talk maps the conceptual architecture, the real-world friction, and the data science toolkit for building it. Speaker: As a systems biologist at heart, Sam specializes his biomedical research on interactions and connections in biology - rather than just one domain of expertise. He wears many hats and collects skill sets across disciplines, with degree studies and industry experience acquired across Chemical Engineering (BSc), Bioinformatics (MSc), Systems and Synthetic Biology (M2), Biomedical Sciences (MSc), and beyond. Even more important to him than niches or fields of work, comes down to the synergistic approaches that allow us to move beyond reductionism. The notion that a question can only allow for one answer, is inherently reductionist. By resisting many norms in science and engineering which can get overly reductive, his current role as Principal Investigator of Research for DMV Petri Dish (501(c)(3) non-profit local to the DMV region) embraces computational frameworks that aide scale-up and automation - not only around the processes which already exist with established workflows, but also taking a keen interest in attempting and accomplishing ambitions which have never been perceived to be possible previously. Sam carries a passion for the synergy of computational biology - fused with wet lab validation. This way, one can build a beautiful knowledge base in the theoretical sense, and then test to see if said computational prediction might actually be able to stand in the real world with wet lab validation. Translational modeling starts to become possible once biological experiment design can be iteratively looped alongside computational model design, optimization, and analysis - empowering the design of a better wet lab experiment, followed by a better computational model, back and forth until science is done!

Greetings from the capital! Every Saturday at 7:30 PM, people from all walks of life — students, diplomats, travelers, locals — gather to unwind and connect. [[Click this whatsapp groupchat link to join](https://chat.whatsapp.com/JFESzopY1OgJ5z4r3RINfL)] Our age range is mostly 20s to 30s. If you enjoy discussing culture, politics, travel, or just want to practice a new language, this group is for you. A perfect blend of diversity and dialogue, right in the heart of D.C.

♠️😲♠️ W.O.W. Spades Night ♠️😲♠️ Washington on Wednesday (W.O.W.) - 3rd Wednesday Spades in DC 🌟Spades in DC! 😀 Hang out with a friendly and welcoming group. Meet new people and have a great time! ✅️ No partner needed! Find one onsite. All skill levels are welcome. 📌 Nando's Peri-Peri Chicken - Navy Yard 300 Tingey St SE #150, Washington, DC 20003 ❤️ **Posted in multiple groups. So, expect a nice crowd.** 🚌 One block from Navy Yard Metro Station 🚗 Street and Garage Parking available. 🍷 Alcoholic beverages are available! 🍗 Please support the business by purchasing food/drinks. 🌟 The fun starts at 5:30pm! RSVP today.

Join us as The Washington Area Roadskaters lead you on a different adventure every week, skating through and around our Nation's Capital! Skate description will be placed here as the route is published. For up to the minute details, check Facebook and Instagram. Facebook: https://www.facebook.com/groups/WashingtonAreaRoadskaters/events Instagram: https://www.instagram.com/weareskatedc/ We hope to see you Sunday!

♠️ Spades in Virginia! ♠️ Nando's Peri Peri, Mosaic District 2987 District Ave Ste 100, Fairfax, VA 22031 🌟 3rd Friday Spades in Virginia! 🕕 6:30pm to 10:30pm 😀 **Posted in multiple groups. So, expect a nice crowd.** 🚗 Parking is FREE!!! 🍷 Alcoholic beverages are available! Please support the business by purchasing food/drinks. ✅️ No partner needed! Get matched with a partner onsite. All skill levels are welcome. ❤️ Come hang out with a friendly and welcoming group. Meet new people and have a great time! 🌟 The fun starts at 7pm! RSVP today.

Let's play Pandemic! if anyone has any specific Pandemic games - particularly ones Cthulhu, feel free to bring them too!

[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“Owl Wisdom,”** an introduction to the biology, habits, and conservation of various owl species in our region and beyond, with Steve Sheffield, professor of biology at Bowie State University, curator of mammals and birds for the Natural History Society of Maryland, and president of the Maryland Ornithological Society. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/dc-owl-wisdom](https://events.ticketleap.com/tickets/profsandpints/dc-owl-wisdom) .] Who wants to learn about owls? If you are fascinated by these hunters of the night, you’ll love spending an evening with Steve Sheffield, a biologist who extensively studies owls and works to conserve them. He’ll start by covering the different types of owls in our region and elsewhere, and the ways in which their bodies and their sizes represent physical adaptations to their environment. He’ll especially focus on the owl species of the United States and Canada, describing their biology, ranges, preferred habitat and prey, behavior, and vocalizations. You’ll learn how and why field biologists study owls and how owl researchers from around the world assemble periodically to discuss their work. We’ll consider owls' value to ecosystems and, especially, humans and human-dominated landscapes where they serve as especially efficient killers of rodents and other crop-harming pests. Dr. Sheffield will talk about the many years he has spent researching owls, with much of his work focused on their exposure to environmental contaminants and how they’re affected. Being top predators, owls serve as sensitive bioindicators of contamination throughout the food chain. Much like canaries in coal mines, they function as an early warning system alerting us to potentially dangerous levels of toxicity. We don’t just study them for their own good, but ours as well. (Doors: $17, or $15 with a student ID. Listed time is for doors. The talk starts 30 minutes later.) Image: Burrowing owls in Florida (Photo by travelingwayoflife / Creative Commons).

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

### Hofbräuhaus Columbus Dresden Stammtisch is a monthly social gathering for members and friends of Dresden Sister City, Inc. The event is free and open to the public. We speak German or English - it is largely up to you!

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

We meet at lunch each week and each meeting follows a fairly organized agenda. First all participants pass their business cards around. Then each member and guest is invited to give a one-minute overview of their company and what is a perfect referral for the week. We always have a 10 minute presentation from one of the members about their business in more detail. And finally we pass referrals. You're welcome to visit. Nobody is ever put on the spot. Bring plenty of cards!

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

**Join Katie McCartney, SRES®, for a clear and easy‑to‑understand update on what the 2026 Central Ohio housing market means for seniors and their families.** Whether you’re planning ahead, helping a parent make decisions, or simply trying to understand today’s market, this session offers reliable insights without pressure or overwhelm. During this free class, Katie will break down the trends shaping housing for older adults in Central Ohio, explain what families should realistically expect in 2026, and answer your questions during an open Q&A. This is a supportive, information‑focused workshop designed to give you confidence and clarity — no sales pitch, just helpful guidance. *** **Ideal for:** * Seniors considering future housing options * Adult children supporting aging parents * Anyone seeking a calm, trustworthy source of market information *** **What You’ll Learn:** * A senior‑friendly look at the 2026 Central Ohio housing market * Personalized answers during an open Q&A You’ll leave with a better understanding of your options and your next steps. *** **Hosted by:** **Katie McCartney, Broker & Senior Real Estate Specialist® (SRES) with** Pillar Realty, LLC Compassionate guidance for seniors navigating housing transitions in Central Ohio. *** **Location:** Columbus Metropolitan Library: Dublin Branch 75 N High St, Dublin, OH 43017 ([https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9](https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9)) Meeting Room 3 **Doors Open:** 1 PM **Seats:** Limited Seating (first come, first served) **Cost:** Complimentary

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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)