Big Data

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/)

Join us for another optional writing session! Feel free to bring a project you're already working on or start something new with us. If anything interesting comes up while you're writing, you can share it with the group, but no pressure!

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!

**++++++++++++++++++++** **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.

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!

**Make sure to RSVP** **[here](https://developer.microsoft.com/en-us/reactor/events/27321/)** **at the Microsoft Reactor site** https://developer.microsoft.com/en-us/reactor/events/27321/ We're excited to announce the **Microsoft Build 2026 Local Host Conference** happening in **Reston, VA,** on **Friday, June 19, 2026**, from **09.00 AM to 4 PM EDT**! This **free conference** will take place at the **Microsoft offices** at **11955 Freedom Dr, Reston, VA 20190, on the second floor in the rooms MPR RESTON-11955/2.2D, MPR RESTON-11955/2.2E, and MPR RESTON-11955/2.2C.** **Agenda:** * 09:00 AM - 09:30 AM: Registration and Breakfast * 09:30 AM - 10:00 AM: Build 2026 Keynotes Highlights * 10:00 AM - 10:50 AM: **Session:** Build context-aware agents at scale with Microsoft IQ * 11:00 AM - 11:50 AM: **Panel:** Ask Us Anything about AI (with focus on skilling and finding jobs) * 12:00 PM - 01:00 PM: Lunch * 01:00 PM - 2.30 PM: **Hands-On Lab:** From zero to deployed on Azure with AI agents * 2:45 PM - 4:00 PM: **Hands-on Lab:** Observe, optimize, and protect your hosted agents in Microsoft Foundry The venue is **Metro accessible via the Silver Line**, and there’s plenty of **paid parking available** in the Reston Town Center garages. We'll have **breakfast, lunch, and snacks** for all attendees! Make sure to **RSVP** — you’ll receive your **event badge at check-in**, and you’ll need it to attend. This in-person event is built for developers and cloud engineers who want to design, build, and deploy real-world AI solutions on Azure. Expect a hands-on, implementation-focused experience using Microsoft Foundry and GitHub Copilot with live demos, guided labs, and practical developer workflows. **What to expect:** * Key takeaways and announcements from Microsoft Build 2026 * Deep dive into Azure AI and Generative AI use cases * Live demos with Microsoft Foundry and GitHub Copilot * Hands-on labs to build and test AI-powered features end-to-end * Best practices for building AI-powered applications * Networking with the local AI developer community Whether you're shipping your first AI feature or scaling production systems, this event is designed to give you actionable insights to accelerate your AI journey with Microsoft.

RSVP on Partiful: [Partiful](https://partiful.com/e/Fm3d7LNNhMshMW75NzVn?c=aeZd56dN). Join Network of South Asian Professionals at our monthly Third Thursday series. Come to connect over careers or interests or just make some friends. We ask guests to cover their own tab! See you soon!

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

♠️😲♠️ 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 to commemorate the 250th anniversary of the United States at Indepen’Dance! With activities for all ages, Indepen’Dance! celebrates the nation’s history and culture through the lens of dance, illuminating the ways dance contributes to individuality, creativity, and our shared identity. Big band/swing dance party with Scott Silbert’s Biggest Big Band 4:00-6:00 p.m. Madison Drive Terrace Enjoy a roaring, energetic, and unforgettable swing dancing experience with Scott Silbert’s Biggest Big Band. The group expands beyond the standard big band by adding a full string section to create a dynamic and lush swing-era sound and resurrects the distinctive styles of legendary bandleaders like Jimmie Lunceford, Chick Webb, Count Basie, Fletcher Henderson, Benny Goodman, and others. Enjoy a roaring, energetic, and unforgettable swing dancing experience. https://americanhistory.si.edu/events/calendar/independance-big-bandswing-dance-party-scott-silberts-biggest-big-band

**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.

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

**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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

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

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)

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/).

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###