Vulnerability Assessment

**The next GeoDC will be held on Wednesday, May 6 from 6-9pm at Sudhouse DC (1340 U St NW, Washington, DC 20009) with the program starting at 7pm.** We’ve got 3 presentations scheduled for the evening– Please check out the program details below. Join us early from 6-7pm to grow your network, socialize and grab drinks and appetizers, compliments of our sponsor for the month, [Voyager](https://www.voyagersearch.com/). Please remember to [RSVP through the GeoDC Meetup page](https://www.meetup.com/geo-dc/), and we hope to see you in a few weeks. *If you’d like to present or sponsor a future GeoDC Meetup, please complete this [form](https://forms.gle/QbAXPfrDnX12GGaS8).* **Brian Davidson:** **Zero to Map: A 10-Minute Geospatial Speedrun with Gemini** * Think building a functional mapping application requires hours of boilerplate and API frustration? Think again. In this talk, we’ll race against the clock to build a live mapping app from scratch using Gemini and Antigravity. You’ll see how to leverage LLMs to handle everything from a mapping provider integration to complex coordinate rendering in minutes. Whether you’re a seasoned GIS pro or a curious dev, my hope is you'll leave with a better understanding of how to turn your idea into a working map before your coffee gets cold. **Noah Goodman**: **Voyager** * The Voyager platform has enabled customers to resolve data management issues, such as duplication, lack of governance & metadata. Demos of the Voyager platform capabilities and will discussion of a recent State DOT project. **Dr. Aditya Kapoor: Assessment of Inundation Dynamics in Nebraska Using AlphaEarth Foundations** **Embeddings** * This study demonstrates that AlphaEarth Foundation Embeddings (AFE) provide a highly efficient, "analysis-ready" framework for mapping regional surface water inundation without the computational burden of traditional multi-source data fusion. By applying Random Forest classifiers to AFE data across 901 Nebraska lakes from 2017 to 2025, I found that this method outperformed existing products like Dynamic World, which exhibited estimation errors of up to 43.8%. The analysis revealed a critical environmental trend: a mean inundation decline of over 6,600 m² per year, closely mirroring a regional rainfall reduction of 14.18 mm/year. Ultimately, the findings highlight AFE as a scalable tool for identifying hydrological instabilities, particularly in smaller water bodies, offering significant advantages for real-world water resource planning and flood risk assessment.

Ladies’ Knight is a welcoming **bi-weekly women’s chess social and community** designed for **beginners through advanced players**. Play, socialize, and build confidence in a fun, supportive environment alongside other women. There won't be structured chess lessons, but enjoy a relaxed, social chess atmosphere to improve your chess strategy and tactical skills while connecting with other women in the DMV chess community.

**Tired of surface-level conversations?** Join us for *Ditch the Small Talk*—an evening of deep, real connection with strangers who are down to go there. We’ll meet in the grass in front of the cathedral, break into small groups, and draw questions from a deck of cards designed to spark vulnerable, honest conversations. How it works: Draw a card and ask a question. Listen. Don't coach or give advice without permission. Try to ask follow-up questions when people share. You can spend 1 minute on a question or 1 hour, just go with the flow. **If you show up late, please don't interrupt the speaker. Just sit down in a group of your choice and they'll bring you up to speed when whoever is talking finishes. Bring a blanket or chair if you don't want to sit in the grass. *** Rules*** 1. Don't debate politics 2. Keep what is shared in the group within the group 3. If you need to use your phone, step away from your group first

The goal of this class is to help musicians find new and cool repertoire that gets played around the DMV oldtime music scene. SMT Teacher, Jonathan Vocke, has been an active member of the community for the last 15 years and is a skilled educator, multi-instrumentalist, and performer. In each class we will cover 2-3 new tunes. Tunes will be taught using the aural method and chords and rhythmic nuance of each tune will also be discussed. We will listen to source recordings of the tunes and discuss chording, bowing and general rhythmic accompaniment. Whether you play fiddle, banjo, guitar, mandolin or whatever else we can help you build you repertoire. $30 https://checkout.square.site/buy/67SKCWJV6CZTWK6YCDXMFGZA

Looking for a new skill? Want to seem mysterious when people ask about your hobbies? Enjoy puzzles? Lock picking might be right for you! Is this legal? Yes! Is it fun? Yes! The meeting is very casual, come and go as you please. We meet in the upstairs area of Board Room. No payment, skills, tools, or RSVP necessary. If you can make small precise movements with your hands, you can learn to pick locks. Introductory talk at 7pm. All are welcome. We meet in a bar but minors are allowed to attend. We are not in a private room; parental discretion advised. If you are a minor or are responsible for one who's attending, please email the organizer in advance at chapter-DC@toool.us Open invite; bring friends! We are the DC chapter of TOOOL. More information here: http://toool.us/

**NOTE: most of the regulars no longer RSVP to the Meetup. You'll usually find at least a half dozen of us playing chess, regardless of how many attendees are listed. Come on by!** Fairfax Chess Club meets on Wednesday at Patriot's Pub & Grill in downtown Fairfax City. People start showing up around 6 PM and stay as late as they please. Please bring your own chess set if you've got one, as our extra chess sets live at other venue for the time being. (If you don't have a chess set, however, I'm sure you'll still be able to get in a game with someone who's brought one.) Patriot's is located at: 10560 Main St, Fairfax, VA 22030 See you soon!

Eating for heart health is key to managing blood pressure and staying active. Join us to learn how to create flavorful, blood-pressure-friendly meals and snacks that support your energy and overall wellness. Registration required. All ages welcome; FREE. **Peppermill Community Center** **[Register Here](https://mdpgparksweb.myvscloud.com/webtrac/web/search.html?Action=Start&SubAction=&_csrf_token=dp66710Y6T6R2M4C3H4R4D3P014Q6F666M6G5Q6M5R1973625L5A0H6A5Z6P4V186I496C530U6V4P5E591F0E5A5A6I195G4865500B594H5F6I0A5U4Z4L51025L4F61&quantity=1&begindate=02%2F02%2F2026&enddate=02%2F02%2F2027&keyword=&keywordoption=Match+One&secondarycode=SPD-SPEC-GA-20260506&display=Detail&module=PST&multiselectlist_value=&pstwebsearch_buttonsearch=yes)** For fastest response to any questions, or for more information, please contact Health and Wellness directly via email [wellness@pgparks.com](wellness@pgparks.com)

To Attend: 1. RSVP; then 2. Register at: [https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460](https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460) 3. * **The Majesty of Mexico City** * **The Charm of Acapulco** * **The Excitement of Cancun** * **The Mysteries of Guadalajara** On Saturday Night, April 12th, be transported into a world filled with the wonders of the Mayan legends and the beauty of Cancun’s beaches as we invite you to step onto Mexican soil for an upscale cultural evening. Put on your best dresses and tuxedos as we spend a royal evening in this multi-roomed, multi-leveled Mexican Cultural palace filled with rich art, history, music, dance, food, and much more! The Embassy’s Cultural Center is a unique and beautiful building, one of the best of its kind in the world. It contains several large floors, each displaying the charms of the different regions of our neighbor to the south. Beautiful gardens, city nightclubs, historic palaces, art galleries, and much more await you inside! **Featuring:** **LIVE MEXICAN DANCE SHOW AND MARIACHI BAND:** Experience a live costumed Mariachi troupe with music and dancing. Its members have origins from all over Mexico and other parts of Latin America. The traditional mariachi ensemble emerged in the 1800s in several western states of Mexico, including Jalisco, Nayarit, Colima, and Michoacán. It is found at weddings, birthdays, Saint’s Day celebrations, rural dances, and many other social occasions. The spirit of celebration is recreated through its music and dancing. Special dancers will be on hand to perform and teach traditional Mexican dancing, in addition to performing an amazing, authentic Mariachi dance performance with traditional costumes! **DJ AND LATE-NIGHT DANCING:** One of Washington, D.C.’s best D.J.s will rival the best nightclubs in Cancun with both American and Mexican pop music and dancing. Includes modern high energy, Retro, Salsa, today’s top 40 hits, and much more! **MEXICAN BUFFET:** Challenge your taste buds with an authentic Mexican buffet. Featuring: crispy and soft tacos; Mexican rice refried beans; pico de gallo; chips and salsa; spinach quesadillas; cheese quesadillas; enchiladas; flan and tres leches; and chile con queso dip. (Menu subject to change to equal or more substantial-quality). **OPEN BAR:** Enjoy an open bar featuring a wide array of Mexican beers, wines, and, of course, Tequila! **GREETING:** Meet members of the Institute and learn more about our neighbors to the south during a special welcome. **QUESTIONS – PLEASE CONTACT US (Not the Embassy)**: Although this event is taking place at the Mexican Cultural Institute (the cultural arm of the Embassy of Mexico), if you have questions about the event, please email events@thingstodoDC.com or call 301 519 8030. This event is not being organized by the embassy itself and the people who work there are not in a position to answer questions. Thanks. ## Suggested Attire Black Tie Optional. Minimum of a suit & Tie for Men, Cocktail Dresses for women. Casual wear, jeans, or sneakers are prohibited. To Attend: 1. RSVP; then 2. Register at: [https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460](https://www.eventbrite.com/e/black-tie-fiesta-at-the-mexican-cultural-institute-tickets-1985820462460)

This Happy Hour is devoted to professionals in the International Affairs and Development community, to grow, interact, and learn from each other. It is designed to provide a professional environment to meet other International Affairs professionals to broaden one's career. It is also for those interested in International Affairs and Development careers and are studying or intend to enter the dynamic world of global development. HOW IT WORKS : We will try to assign tables for each represented INDUSTRIES/SECTORS/SPECIALIZATIONS and will direct attendees to their respective tables accordingly. All industries are welcome! However we don't guarantee the availability of a partner in that particular field, you would like to exchange experience. PLEASE BRING YOUR SOFT/HARD COPY BUSINESS CARDS. Rules to abide : 1\. Event is 21\+ \(bring ID\)\. 2\. Be respectful to your counterparts and give them a chance to exchange with others as well\. 3\. We all specialize in one or two fields and be willing to engage others and try to accommodate as much as possible\. 4\. If you don't specialize in the other person's required discipline\, LEAVE THEM ALONE\. 5\. Rude or aggressive members are removed from the group at an organizers discretion\. 6\. This is a face\-to\-face event\. DO NOT try to arrange an online meeting\, by using the comment box or direct message\. 7\. Most of our members complained about people writing in the comment box\. Since it sends notification to all attendees\. If you have any questions\, send a message to the organizers\. Don't write in the comment box\. 8\. We have ZERO TOLERANCE for solicitation\. We don't allow anyone to run their own agenda at the Event\. If you are interested to promote/sponsor/collaborate; contact us via \(info@merevents\.com\)\. 9\. When you get there\, we greet you and take you to your respective group\. 10\. Don't be shy of your specializations\. We have diplomates assigned to different countries\, who would love to learn more from your experience\. 11. ***Please be patient for the first 30 minutes, up until we form a group with your respective industry/sector.*** ***AFTER THE SOCIAL, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!*** ***N.B. : We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via ([info@merevents.com](http://info@merevents.com/)).***

Join us at the Chess Center offices (Suite 118, entrance on 2nd Avenue) on Saturday afternoons from 1:00 – 5:00pm ET for open play. Players of all abilities and ages are welcome. * Non-Members: $5.00/player table fee for the day. * Chess Center [Members](https://chessctr.org/membership/) always play for FREE ($0.00). Check our social media ([Twitter](https://twitter.com/uschess) / [Facebook](https://www.facebook.com/USChessCenter)) for closure announcements: The Chess Center is closed on major holidays. We also have chess sets, clocks, and [used chess books](https://chessctr.org/usedbooks/) for sale.

This Happy Hour is devoted to professionals in the International Affairs and Development community, to grow, interact, and learn from each other. It is designed to provide a professional environment to meet other International Affairs professionals to broaden one's career. It is also for those interested in International Affairs and Development careers and are studying or intend to enter the dynamic world of global development. HOW IT WORKS : We will try to assign tables for each represented INDUSTRIES/SECTORS/SPECIALIZATIONS and will direct attendees to their respective tables accordingly. All industries are welcome! However we don't guarantee the availability of a partner in that particular field, you would like to exchange experience. PLEASE BRING YOUR SOFT/HARD COPY BUSINESS CARDS. Rules to abide : 1\. Event is 21\+ \(bring ID\)\. 2\. Be respectful to your counterparts and give them a chance to exchange with others as well\. 3\. We all specialize in one or two fields and be willing to engage others and try to accommodate as much as possible\. 4\. If you don't specialize in the other person's required discipline\, LEAVE THEM ALONE\. 5\. Rude or aggressive members are removed from the group at an organizers discretion\. 6\. This is a face\-to\-face event\. DO NOT try to arrange an online meeting\, by using the comment box or direct message\. 7\. Most of our members complained about people writing in the comment box\. Since it sends notification to all attendees\. If you have any questions\, send a message to the organizers\. Don't write in the comment box\. 8\. We have ZERO TOLERANCE for solicitation\. We don't allow anyone to run their own agenda at the Event\. If you are interested to promote/sponsor/collaborate; contact us via \(info@merevents\.com\)\. 9\. When you get there\, we greet you and take you to your respective group\. 10\. Don't be shy of your specializations\. We have diplomates assigned to different countries\, who would love to learn more from your experience\. 11. ***Please be patient for the first 30 minutes, up until we form a group with your respective industry/sector.*** ***AFTER THE SOCIAL, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!*** ***N.B. : We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via ([info@merevents.com](http://info@merevents.com/)).***

Please **[Click here](https://online.innerengineering.com/en/program-details/inner-engineering-in-person-cityprogram-the-highlands-at-germantown-maryland-us-may-07-2026)**[ ](https://online.innerengineering.com/en/program-details/inner-engineering-in-person-cityprogram-the-highlands-at-germantown-maryland-us-may-07-2026)to learn more and register. **This is a paid program** Program Fee USD 375, Early Bird Pricing USD 330 (Expires on April 7th, 2026) Inner Engineering Total is offered as a 4-day in-person program designed by Sadhguru. The course combines the tools from Inner Engineering and the transmission of **Shambhavi Mahamudra Kriya**, a 21-minute life-transforming practice. This format contains powerful meditative processes and practice support through personalized corrections. Additionally, a **free introductory talk** will be offered on **Thursday from 6:00pm to 7:00pm** (**[RSVP](https://online.innerengineering.com/en/event-details/22919)**) This session is open to all - feel free to bring your friends, family or anyone who may want to come with you. The program will resume after a short break, during which attendees will still have an opportunity to register. This program is offered through an Isha Yoga instructor trained by Sadhguru. No prerequisite or physical agility required. **Program Guidelines & session information** Programs are on Thursday and Friday evenings for 3 1/4 hours and continue all day on Saturday and Sunday. Vegetarian lunch is provided on Saturday; Vegetarian breakfast & lunch on Sunday. **Program Date and Timings:** Thursday, May 7th, 6:00 PM - 9:15 PM Friday, May 8th, 6:00 PM - 9:15 PM Saturday, May 9th, 8:30 AM - 7:00 PM Sunday, May 10th, 7:30 AM - 7:00 PM **Attendance to all sessions is mandatory.** **Open to ages 15 years and above.** **For ages 15 - 17, please [Register Here](https://online.innerengineering.com/en/minor-registration/9537)** Learn more about Inner Engineering on **[Youtube](https://www.youtube.com/watch?v=L9-WwLCy8XY).**

What does it look like when ideas come to life? Join NOVA Scribes and MAFN for a full-day, in-person open house where the public is invited to step inside the world of facilitation. This is a come-and-go experience designed for curiosity, exploration, and conversation. Whether you are new to facilitation groups, you are welcome. The space will be set up as a "theater in the round," (see the image) with facilitators working live around the room. Throughout the day, you will see different techniques, styles, and modalities demonstrated in real time, from visual templates, facilitation tools, and decision-support methods. You can observe, ask questions, and engage directly with the practitioners as the work unfolds. **What you can expect** * Live demonstrations of facilitation techniques * Multiple practitioners working simultaneously, each with their own approach and style * Short, informal demos and tiny teaches that explain how and why specific techniques are used * Opportunities to talk one-on-one with experienced facilitators * A chance to see how facilitation can support sensemaking, alignment, and group dialogue **What you might explore** * Methods and templates for planning, strategy, and reflection * Facilitation methods that support participation and decision making * Tools, materials, and setup considerations for live work This open house is designed to be accessible, hands-on, and inspiring. You do not need to stay all day. Come for 20 minutes or stay for hours. Watch ideas take shape. Notice how facilitation can change the energy in the room. Ask the questions you have always wanted to ask. If you have ever been curious about how facilitation works and supports groups, this is your chance to experience it up close. **Open to the general public. No prior experience required.** We’re not charging for this workshop, but we will be asking for donations!

This meetup is designed to be an open forum amongst our community. We intend for it to be an opportunity for members to showcase what projects we've been working on this year related to Linux and AWS. If you are a current (or aspiring) professional looking for a practical way to build your experience with Linux and cloud computing, this event is for you! About us: Respect The Tech is an organization focused on information technology education and innovation. Our mission is to innovate technology education through virtual labs and gamified training. All of our team members are experienced professionals in the cybersecurity and cloud computing field. We are based out of the DMV and aim to serve the DMV with the same tools that enabled us to be successful with technology. ______________________________ Requirements: A functional laptop AWS account created and ready to use (free tier recommended)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

💌 **Online Speed Dating for Detroit Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=find-your-future-partner-through-nature&ar=18-32&face_v=1.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=find-your-future-partner-through-nature&ar=30-46&face_v=1.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=find-your-future-partner-through-nature&ar=40-58&face_v=1.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=find-your-future-partner-through-nature&ar=55+&face_v=1.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Detroit singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

This is a time where players of all ages, and skill levels can gather and enjoy a nice Sunday full of Chess!

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

💌 **Online Speed Dating for Columbus Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=find-your-future-partner-through-nature&ar=18-32&face_v=1.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=find-your-future-partner-through-nature&ar=30-46&face_v=1.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=find-your-future-partner-through-nature&ar=40-58&face_v=1.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=find-your-future-partner-through-nature&ar=55+&face_v=1.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Columbus singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.