Cloud Integration

**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)

**Community Tuesdays at Refraction** are a free weekly program designed for job seekers, professionals in transition, and aspiring founders to access resources, connections, and coworking space in the heart of Northern Virginia’s tech corridor. Each Tuesday from 9:00 am to 5:00 pm, participants gain complimentary access to Refraction’s collaborative workspace, career mentoring, resume and job-search support (including proven AI prompts to navigate applicant tracking systems), and a welcoming community of innovators and peers. Whether you are refining your next career move or exploring entrepreneurship, Community Tuesdays offer the space, guidance, and tools you need to move forward with confidence. For complete details and easy (non-Meetup) registration, please visit: [https://www.refraction.one/ctues](https://www.refraction.one/ctues).

If you have a travel chess set and/or clock, please bring them so we can be sure to accommodate everyone. If not, feel free to come anyway!

This class provides a trauma sensitive yoga approach for those of us living with chronic conditions/illnesses such as stroke, long covid, cancer, arthritis, parkinson’s disease, disabilities, fibromyalgia, injuries, aging, muscular sclerosis, balance issues, pain, knee or hip replacements, and for those of us who prefer, or our bodies have chosen to not so easily transition to and from the floor, to experience yoga. This adaptive class will meet you where you are as we explore the benefits of yoga from our seats and through the use of the wall. **Please reserve your spot at www.piesfitnessyoga.com.** The session is offered InStudio and OnLine. The Zoom link for the OnLine session will be emailed 15 minutes before class starts to those who are registered at www.piesfitnessyoga.com. **Sign up for sessions must be made at least 2 hours prior to class.** The address is 1322 Prince St. Alexandria, VA 22314. Our entrance is located on the side of the building, parallel to West St. **Street parking is available and additional parking is located at Shiloh Baptist church, spaces 36,37,38,39.** The church is located across the street from the studio, on the corner of Duke St. and West St.

This popular and accomplished Toastmasters club (#4787) is open to everyone, with an average of 25 people per meeting, mainly business professionals from the Reston/Herndon area. Meetings are held on the 1st, 3rd and 5th Tuesdays of the month from 6pm to 7:15pm at Conference Room #2 of the Reston Community Center: 2310 Colts Neck Rd, Reston, VA 20191. Some of the group's members are accomplished professional speakers, while others are just starting down their path of improved public speaking, including many non-native English speakers. Whether you're just starting out and looking to improve your speaking or overcome some nervousness...or looking to gain connections and sharpen your skills, you'll feel connected with the members of Reston Town Center Toastmasters. Stop by. Check us out! Chances are you'll like us so much that you'll be back! For more information: http://towncentertoastmasters.toastmastersclubs.org/

The third band at the Brookside Gardens summer twilight concert series is Rene Ibanez & Cubano Groove. Cubano Groove, plays jazz, salsa, boogaloo and other Latin forms and keeps traditional Cuban Music – old and new – alive. Cuban music reflects many influences, especially West African and European (especially Spanish) music but is a true melting pot of influences, including indigenous traditions. Bring a chair I will be working early voting. Look for Janelle

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, **BlackGovTech** will be hosting another one of their monthly networking mixer's in DC (inclusive to those of different backgrounds and industries). This mixer will focus on celebrating **Juneteenth** and black culture. The event includes an open mic contest, music, dinner, and drinks. Great opportunity to meet individuals dedicated to community progression, building trusted relationships, and collaborating with other change makers. For those interested, let's meet again to participate in another one of their monthly communty networking mixers. Feel free to RSVP (see link below) and share with others. If there are any questions regarding the event or partnerships with **BlackGovTech** feel free to reach out to them on their event page or at info@blackgovtech.com. Additional comments may also be added to the event chat/comment section at anytime, thank you. **Link to RSVP for BlackGovTech's Juneteenth Mixer:** [Black Gov Tech | Juneteenth Kickback at Busboys and Poets, 14&V!! Tickets, Friday, June 19 • 6 PM - 9 PM | Eventbrite](https://www.eventbrite.com/e/black-gov-tech-juneteenth-kickback-at-busboys-and-poets-14v-tickets-1989903176969) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Alicia (202) 627-0361 Sunday May 24th, 2026 2:00pm.

[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).

**Just discounted: $500 off!** **Register at** [https://www.lizardbrain.com/thinkwithink](https://www.lizardbrain.com/thinkwithink) Think With Ink™ is Lizard Brain’s 3-day premiere graphic facilitation workshop. This is an intensive workshop that covers the essentials of using visuals to facilitate a group process. The workshop covers three areas: * Technique: Markers, paper handling, color use, lettering, drawing, forms, levels of information, listening for synthesis. * Models, Methods, and Tools: visual energizers and icebreakers, meeting principles and ground rules, and visual tools for brainstorming ideas, comparing ideas, and collaboratively deciding the way forward. * Experiential Practice: hands-on practice designing and leading facilitated modalities. This workshop is meant for: * The facilitator who wants to build a repertoire of visual tools, * The graphic recorder or sketchnoter who wants to expand into graphic facilitation, * The team member who wants to bring visual, participatory methods to the team, * The consultant and coach who wants to help clients think through problems in a visual manner, or * The visual thinker, the whiteboard salesman, the data visualizer, or anyone that sits in the intersection of visuals and helping others solve problems. Each participant will receive: * Textbook * Sketchbook and sketchnoting materials * Handouts summarizing key practices * Set of markers * Roll of twenty-five-yard paper * This hands-on, practice-driven workshop will give you everything you need to graphically facilitate groups through the toughest challenges. **The next in-person running is in Reston, Virginia, June 17-19, 2026.** Click the link below to find out more! [https://www.lizardbrain.com/thinkwithink](https://www.lizardbrain.com/thinkwithink) **FAQs** * *Will this teach me to graphic record?* * Graphic recording is large-scale visual notetaking for groups. Graphic facilitation is using visuals to help move a group through a process. Although you can apply many of the graphic facilitation methods in Think With Ink to graphic recording, we will focus on visual group processes rather than on the aesthetic side of graphic recording. * * *Will this teach me to graphic facilitate?* * Yes! * * *What can I bring into the event?* * Please bring questions, comments, stories, favorite tools, examples, experiences, and a willingness to learn and share with others! * * *How can I contact the organizer with any questions?* * For any questions, please contact brian@lizardbrain.com.

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

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

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

On Thursday, June 18, 2026, we will meet in the 700N Conference Room at 700 N Hurstbourne Pkwy for a special Louisville .NET Meetup as we host **Microsoft Build //localhost:louisville**. Doors open at 6:00 p.m., and the presentation will begin promptly at 6:30 p.m. TEKsystems will provide food, so please RSVP to help us plan appropriately. The session will also be streamed at **[https://twitch.tv/TaleLearnCode](https://twitch.tv/TaleLearnCode)**. This month, we’ll dive into the most important announcements from **Microsoft Build 2026**. Chad Green will present a curated, developer‑focused walkthrough of the new capabilities across .NET, Azure, AI, developer tooling, and platform updates. We’ll explore what these announcements mean for architects and developers, how they fit into real‑world solutions, and which changes you can start applying immediately in your projects. And then, Rob Richardson will present: ### **GitOps: Easy Deploy and Even Easier Rollback** GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques. **Important:** To participate fully, please RSVP in **both** places: * **Louisville .NET Meetup** (this page) * **Microsoft Build //localhost:louisville registration**: [https://developer.microsoft.com/en-us/reactor/events/27112/](https://developer.microsoft.com/en-us/reactor/events/27112/) After the session, we’ll head to Brick House Tavern to continue the conversation over food and drinks.

**HAPPY HOUSE HUNTERS JOIN THE CENTRAL OHIO INVESTOR NETWORK [COIN}** \* Time: 5 pm‎ - ‎8 pm‎ ‎ [Eastern Time] Every Third Tuesday \* Where: Pastimes Pub at Grandview Yard, 775 Yard St., Columbus 43212 \* Description: Join Us for the Ultimate Real Estate Meet and Greet! Flip, Buy and Hold, Long-Term Rentals, Mid-Term Rentals & Short-Term B&B! Are you passionate about real estate investments or curious about the world of long-term rentals, mid-term rentals, or short-term rentals? Look no further because the "Happy House Hunters" and "The Inns and Outs of a B&B" invite you to come together with COIN for exciting monthly Meet and Greet events for all real estate investors! We look forward to seeing you there!

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

We are going to build together with all the CLIs! E will be doing it at Columbus Code and Coffee Agenda --- Hosted By James Power, Organizer Pete Gordon, Organizer Just a Software Guy in the age of the Internet. Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-columbus-presents-ai-improv-lets-build-a-game-together-with-claude-code-codex-and-gemini-and-be-the-judge/.

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)