Amazon Relational Database Service (Amazon RDS)

Casual Commander and craft beer on the Red Line! We are the regular play group for NE DC! New folks are always welcome. Bring your favorite decks for some casual Commander, and feel free to bring a trade binder. Proxies are allowed. City-State Public House is our accommodating host venue, and our location within the space may vary. We are often in the back room away from the noise of the crowd, but ask at the bar for our location on the day if you don't readily see the group. I ask that you RSVP, even if you're a regular, so I can make sure we have the right number of tables for our group. First games start at 3 pm.

Hello Everyone, Thank you so much for joining us for our **Valentine’s Mystery Social**! It was truly a pleasure to host such an intentional space for all of you to connect as "souls" rather than just titles and paychecks. We heard your feedback loud and clear: you all wanted more time to connect after the opening icebreakers! We have noted this and look forward to hosting several more of these sessions for our private clients throughout the year with even more space for deep discussion. ### **🔥 TODAY ONLY: Elite Match Alert** We have just added two profiles, a powerhouse Jack and Jill **brother and sister duo**—both exceptional catches: * **The Sports Agent (Male):** A high-achieving, family-oriented professional who embodies the values of our community and the legacy of his upbringing. * **The Powerhouse Attorney (Female):** A stunning attorney and active actress who is a true "Jack and Jill" legacy. She balances a high-stakes legal career with a passion for the arts. **Follow us on IG:** For our most up-to-date match alerts and event BTS, make sure you are following us on Instagram @helpmeetclub **Saturday Appointment Available:** We have **ONE** consultation opening available for this Saturday. This is first-come, first-served for anyone ready! **Consultation:** To celebrate these new additions, use code FRIENDS20 at checkout for an **[additional $55.55 off](https://thehelpmeetclub.com/join-our-database-of-singles-form/)**[ ](https://thehelpmeetclub.com/join-our-database-of-singles-form/)our current consult special. **This code is valid TODAY ONLY.** ### **Action Required: Selection Form** Please submit your final selections by the **end of today**. As a reminder, we only facilitate a "Double-Yes" match (where both parties select each other) or reach out if you have specifically marked that you are open to hearing from others. ### **Membership Updates** We are committed to the quality of our community. To that end, we have decided to make some adjustments to our membership structure: * **Database Services:** We will no longer allow women to join our database as a standalone service. * **The Reason:** It is undeniable that the women who complete our **Readiness Process** stand out and make exceptional partners. It is only fair that they are rewarded with exclusive access to our socials and curated community. On that note, if your database membership is currently expiring, please let us know and we will re-enroll you at 50% off your annual database membership fee.

The LAMA Washington DC monthly meetings are typically held on the first Saturday of each month. Our meetings are open invitation. Everyone is invited to attend! We look forward to meeting new people. If you are interested in learning more about LAMA or just want to ride, please come! If you cannot attend the meeting and/or still want to learn about LAMA please email our President at lamadcpresident@hotmail.com

What’s better than summiting a mountain with your favorite hiking group? Doing it with two hiking groups! Late Morning Hikers and Washington Outdoor Adventures are combining forces on a hike up Shenandoah’s scenic Hogback Mountain. This hike features sweeping views of the Shenandoah Valley and moderately strenuous elevation. We’ll approach the summit from two directions and meet at the top for a shared lunch break and to enjoy the view. From there, folks can make it an out-and-back to return to their cars, or continue straight and carpool back with a new group. **Here’s how it will work:** Both groups will meet at the Vienna metro station (north parking lot), which has free parking, and divide up to carpool to two starting points (Neighbor Mountain Access Trail or Appalachian National Scenic Trail Parking – see locations below). We’ll have roughly equal numbers of hikers go to each starting point, and we won’t be strictly divided between LMH/WOA. After we meet for lunch, hikers can head back the way they came or continue along the trail. Hike leaders will return to their cars to shuttle folks as needed. After, we will meet up at 4Js Farm & Brewery near Warrenton for food and beverages. **🕒 Estimated hike time: \~6–7 hours at a moderate group pace** **📍Day of the Event:** * Meet at the Vienna Metro Parking Area (north lot) * 🕙 Arrival: 8:00 AM 🚗 Departure: 8:15 AM * We’ll organize carpools on-site or in advance via Meetup comments. * 🚙 Estimated drive time: 1 hr 30 mins. **✅What to Bring:** * 💧2–3 liters of water * ⚡Electrolytes (Gatorade, Powerade, etc.) * 🍫Snacks * 📸Camera * 🥾Comfortable hiking shoes * 🧥Weather-appropriate layers **🚗 Carpool & Parking Info:** * 💰Suggested carpool fee: $15.00/person * 💵Park Entrance fee: $30/vehicle (Free with Shenandoah or America The Beautiful Park Passes) * 👥Group size limit: 15 members. * **Note: Please sign up only once if you are a member of both Meetup groups!** 📍Directions: [https://maps.app.goo.gl/1DPjNvzFNx9cU4nk6](https://maps.app.goo.gl/1DPjNvzFNx9cU4nk6) 🌧️ The event will be canceled in case of poor weather **🗺️Trail & Weather:** 🗺️Map: [[https://www.alltrails.com/explore/custom-routes/lmh-woa-combined-day-hike-d6bc793?u=i&sh=lfbxds](https://www.alltrails.com/explore/custom-routes/lmh-woa-combined-day-hike-d6bc793?u=i&sh=lfbxds) ](https://www.alltrails.com/explore/custom-routes/lmh-woa-combined-day-hike-d6bc793?u=i&sh=lfbxds) 🌤️Forecast: [[https://www.wunderground.com/weather/us/va/sperryville](https://www.wunderground.com/weather/us/va/sperryville) ](https://www.wunderground.com/weather/us/va/sperryville) **🍻Post-Hike Social:** After the hike, we’ll head to [4Js Farm & Brewery](https://www.4jsfarmbrewery.com/) for food and drinks. **📝 RSVP Details:** * **✅RSVPs open April 2 at 12 PM** * **⏰Closes: Friday, May 1 at 7 PM** CARPOOLING: We encourage those with cars to carpool with others - you're the ones who make LMH great! If you're a driver that is willing to drive, please post a comment on the event page with the following information: (1) Number of seats (2) Meeting location (3) Meeting time As a rider, please comment on the driver's post to take a seat or post in the comments that you need a ride so a driver can find you. Riders are encouraged to help their driver out with the cost of gas ($15 suggested). BACKGROUND INFO ABOUT LMH: Please remember that this group is an informal group of friends and volunteers inititiating trips under the common adventurer model ([http://www.ronwatters.com/CADefine.htm](http://www.ronwatters.com/CADefine.html)). We do expect our members to be familiar with the best practices of hiking. This is not a group for first time hikers and is NOT a group for those seeking hiking instruction. We are also not professionals, nor are we trained hike leaders, nor do we scout out hikes. We plan hikes for fun. You are responsible for your own welfare and safety at all LMH events. Be careful to choose hikes only within your own physical abilities and hiking knowledge; take maps, suitable clothing, provisions (at least two liters of water plus any food or medical supplies you might require) and equipment, and act responsibly and safely at all times. Act responsibly and safely: if you ever believe you may be lost, follow the advice of the US Forest Service ([https://www.fs.fed.us/visit/know-before-you-go/if-you-get-lost](https://www.fs.fed.us/visit/know-before-you-go/if-you-get-lost)) LMH organizers and members shall not be liable for any injuries, loss or damage to persons or property, direct or consequential, arising out of any aspect of LMH activities. By attending this event, you represent that you have read, understand, and agree to the contents of our waiver of liability in the following link ([https://docs.google.com/document/d/1pQ0dedcqlyjc_Aib3TEbTX4gQRQt4C7FeCmsAPyTxd4/edit?tab=t.0](https://docs.google.com/document/d/1pQ0dedcqlyjc_Aib3TEbTX4gQRQt4C7FeCmsAPyTxd4/edit?tab=t.0))

SPECIAL REQUIREMENT FOR THIS HIKE: To go on this hike you must purchase in advance a $4 Daily Access Permit (license type 461) from the Virginia Department of Wildlife Resources. You will not need to purchase the permit if you have a currently valid Virginia hunting, fishing, or boat license. You can purchase the permit online. You must carry a copy of the permit (either in paper form or downloaded to your mobile device) on the hike. If you've previously purchased this permit online you can access your [Go Outdoors Virginia](https://license.gooutdoorsvirginia.com/Licensing/CustomerLookup.aspx) account by clicking on the green "Login" button. If you're new to the website you should click on the "Enroll Now!" link below the Login button. Make sure you enter the date May 2, 2026, when purchasing the permit. This is a moderately strenuous circuit hike of around 8 miles with about 1,100 feet of elevation gain in Virginia's G. R. Thompson Wildlife Management Area and on the Appalachian Trail. It's on the eastern slope of the Blue Ridge Mountains about 11 miles east of Front Royal. This area has been known for nearly a century as one of the densest concentrations of trilliums in the eastern part of the country, though a scientific explanation remains elusive. When the trilliums are in bloom it's an impressive display. Bring water and pack a lunch or snack or pick up something at Sheetz where we will make a brief stop on the way out. Parking at the trailhead might be limited so carpools are encouraged and will be organized at our meeting point. Each passenger should give his or her driver $11 for the transportation provided. The only other expense will be Adventuring's $5 trip fee. Meet at 8:30 a.m. at the Kiss & Ride lot of the East Falls Church Metro station or at 10 a.m. at the Thompson Lake Parking Area (2140 Leeds Manor Rd., Delaplane, VA). Please [click here](https://adventuringlgbtq.com/Adventuring_Release_Form.pdf) to review our release form. When you RSVP to an event, you affirm that you have read and agree to the terms of the release.

DC Code and Coffee is an inclusive, informal co-working session. It's community-led and community-run by devs, for devs. People of all skill levels attend. Whether you’re dev-curious, aspiring, or a professional developer, we’d love to have you! Come chat or learn to code on a Sunday afternoon with coffee and cool-inclusive people. Bring your laptop! We typically meet every month on the weekend. **Join our online community!** For all things Tech in DC and to get latest updates and tech events from the DMV area, join the [DCTech Slack](https://dctech.chat/). All DC Code & Coffee announcements are in the #dccodecoffee channel **How it works** Near the beginning of the event, we do an introduction circle. You say your name, what you can help others with, and what you would like help with. You can also share job opportunities. After the introduction circle, everything is self-organized.

Family Constellations is a powerful experiential process that allows you to externally map an issue you’re facing, creating a kind of three-dimensional image of the underlying dynamics. What is often felt only internally becomes visible and tangible, revealing hidden patterns that are not accessible through thinking alone. In this work, we acknowledge what is—without judgment—and begin to restore order where there has been disorder. Unconscious burdens, often carried across generations, can be seen and gently released. As these dynamics shift, the system reorganizes, allowing for a deeper sense of clarity, movement, and belonging. $65 1-5pm Randy Goldberg, LMT is a graduate of the DC Hellinger Institute, and of advanced studies in Family Constellation with Heinz Stark of Germany. He is a former Yoga monk, Craniosacral therapist, and a world-renowned astrologer (both Western and Vedic) interviewed by the Washington Post, NPR, and CNN. He has facilitated Family Constellation therapy for individuals and groups for more than 20 years. More information at www.randygoldberg.org ; 202-380-6850 or randygoldberg.org@gmail.com May 3rd Sunday 1-5pm at the TEAL Center in Arlington VA $65 4001 9th Street North, Suite 230 Arlington, VA 22203 To register, go to https://www.wellnessliving.com/rs/event/teal_center?k_class=870820&fbclid=IwY2xjawRbgP1leHRuA2FlbQIxMABicmlkETFCa3hYcmhqY3JjOFE1dGpSc3J0YwZhcHBfaWQQMjIyMDM5MTc4ODIwMDg5MgABHujfjVkUzyudZkIl4cNVcI1Q_8XZyjCjwaB8jTeErrcRS3PMIm_2x5ZfpzF7_aem_cqe5ENreKtLZkKGNrsvCEw

***“If you are a sincere seeker of truth, you realize that something within you is constantly pushing you from the nest. You know the answers you seek do exist somewhere in the world. This inner force that pushes you to find the answers is an urge you have no control over. It is the call of Soul.”*** *—Harold Klemp, The Call of Soul,* p. 1 * **Discover The Call of Soul and what it might mean for you** * **Learn to hear the Voice of God through simple spiritual practices** * **Get a deeper insight into the mystery of Soul—who you are** **Join us as we explore this topic at our next ECK Light and Sound Service. You will have the opportunity to share your insights with like-hearted individuals. We gladly welcome people of all faiths; feel free to invite friends and family. We look forward to seeing you in person or on Zoom.** **Attend in person at:** **The Maryland Eckankar Center** **1738 Elton Rd., Suite 104** **Silver Spring, MD 20903** **Join Zoom Meeting:** **[The ECK Light and Sound Service](https://us02web.zoom.us/j/83425712995?pwd=GoEk28Hlj95P5PPbmoCem6GP7tHqlm.1)** **Meeting ID: 834 2571 2995** **Passcode: 403417** **Dial-In: 301-715-8592** **For more information:** **Call or text: (301) 439-2120** **[MEC@eckankarmaryland.org](mailto:MEC@eckankarmaryland.org)** **Presented by the Maryland & D.C. Satsang Societies, Inc., chartered affiliates of ECKANKAR.** **Copyright © 2026 ECKANKAR. Terms ECKANKAR, ECK, EK, MAHANTA, SOULTRAVEL, and VARAIGI, among others, are trademarks of ECKANKAR, PO Box 2000, Chanhassen, MN 55317-2000 USA.**

Join us for a discussion of ***Cobalt Red: How the Blood of the Congo Powers Our Lives* by Siddharth Kara** Here's the summary: An unflinching investigation reveals the human rights abuses behind the Congo’s cobalt mining operation―and the moral implications that affect us all. Cobalt Red is the searing, first-ever exposé of the immense toll taken on the people and environment of the Democratic Republic of the Congo by cobalt mining, as told through the testimonies of the Congolese people themselves. Activist and researcher Siddharth Kara has traveled deep into cobalt territory to document the testimonies of the people living, working, and dying for cobalt. To uncover the truth about brutal mining practices, Kara investigated militia-controlled mining areas, traced the supply chain of child-mined cobalt from toxic pit to consumer-facing tech giants, and gathered shocking testimonies of people who endure immense suffering and even die mining cobalt. Cobalt is an essential component to every lithium-ion rechargeable battery made today, the batteries that power our smartphones, tablets, laptops, and electric vehicles. Roughly 75 percent of the world’s supply of cobalt is mined in the Congo, often by peasants and children in sub-human conditions. Billions of people in the world cannot conduct their daily lives without participating in a human rights and environmental catastrophe in the Congo. In this stark and crucial book, Kara argues that we must all care about what is happening in the Congo―because we are all implicated. **Let’s meet at Caboose Commons in Fairfax to enjoy some good discussion and meet new friends.**

Information is posted for your enjoyment: **ATTEND AND ENJOY ON YOUR OWN.** Sunday, May 3, 2026, 3:00 PM [Tregaron Conservancy](https://www.washingtonperformingarts.org/venue/tregaron-conservancy/) **Tregaron Meadow Concert** Sunday, May 3, 2026 / 3:00 p.m. Tregaron Conservancy The city’s our stage! One of D.C.’s most scenic green spaces, Tregaron Conservancy, welcomes you for an afternoon jazz performances by Mars Arts D.C. artists. In the Meadow, the magic of live performances and the tranquility of nature come together for an unforgettable experience of sensory delights. Tregaron performances are free and great for all ages. Come early and bring your own chair/picnic basket to enjoy the music in this lovely outdoor setting. Artist details to be announced. Registration will be available in spring 2026.

Guide to pathfinder society and getting started: https://lorespire.paizo.com/tiki-index.php?page=Guide-to-Organized-Play:-Pathfinder-Society---Second-Edition This is a repeatable level 1-4 Pathfinder Society adventure. It's open to anybody, veteran or new players alike. If you are brand new, there are pre-generated characters that will be available for you to choose. You can apply credit for playing this game with a pregen to any level 1 character you make later. About the adventure: Hellknight forces have forcibly taken over Citadel Altaerein, the abandoned Hellknight citadel on the edge of Breachill, a small town in Isger, while also leading a reign of terror on the innocent civilians and the leadership alike. The Eagle Knights of Andoran have called upon the Pathfinder Society for backup while they handle the citadel, requesting that they rescue the civilians and prevent any unneeded harm. While the Pathfinders are moving throughout the town, they learn of a secret way into the citadel, and though it's not without its dangers and threats, they could learn *so much* from the enemy... A Pathfinder Society Scenario designed for 1st- through 4th-level characters. Written by Matt Duval. **Scenario tags**: Metaplot (Battle's Spark), Repeatable

**Join us in Falls Church for conversations that go beyond small talk.** Higher Grounds – Falls Church is where this growing network of gatherings began: a space for thoughtful, authentic dialogue about what matters most. Whether we’re exploring the nature of happiness, the challenges and possibilities of midlife, spirituality, culture, capitalism, parenting, or the role of art and travel in a meaningful life, every conversation is shaped by the people in the room. There’s no set leader or rigid agenda—just a shared commitment to listen as much as we speak. We start with brief introductions focused on what makes you *you* (not your LinkedIn bio), then dive straight into whatever is on people’s minds. The direction of each meetup emerges organically, making every event unique. MANDATORY: PLEASE REVIEW OUR COMMUNITY GUIDELINES IN THE GROUP DESCRIPTION. Everyone is expected to engage in respectful conversations and listen deeply as well as share. We have a zero tolerance policy of sexual harassment and hate speech. Come ready to share, reflect, and connect with others in Falls Church who are also seeking deeper conversations. **Suggested Questions: Life Stages & Transitions** 1. What did you think you'd have figured out by now that you're still completely winging? 2. When did you realize your parents' advice was for a world that no longer exists? 3. What are you finally old enough to stop pretending to care about? **Suggested Questions: Identity After the Roles** 1. Who are you when nobody needs anything from you? 2. What dream keeps resurfacing even though the "practical" time has passed? 3. How do you handle having the freedom you always said you wanted? **Suggested Questions: AI & Being Human** 1. What human experiences will AI never truly understand? 2. If machines handled all your have-to's, what would you actually do? 3. What becomes more precious as everything becomes automated? **Suggested Questions: Belief & Meaning** 1. What certainties have you given up, and what rushed in to fill that space? 2. How has knowing someone who died changed how you live? 3. What do you believe now that would shock your younger self? **Suggested Questions: The Modern Psyche** 1. What anxiety do you carry that previous generations didn't have? 2. Which of your survival strategies are you ready to retire? 3. What uncomfortable truth about happiness did it take you years to accept? **Suggested Questions: Work & Purpose** 1. When did you stop believing that your job would complete you? 2. What would you do for work if money and status weren't factors? 3. How has your definition of "making it" changed over the years? **Suggested Questions: Relationships & Connection** 1. What relationship dynamic do you keep recreating, and why? 2. When did you realize your parents were just people trying their best? 3. What kind of loneliness doesn't go away even when you're with others? **Suggested Questions: Time & Mortality** 1. What are you running out of time to say or do? 2. How differently do you spend your time knowing it's finite? 3. What will you regret not trying, even if you fail? **Suggested Questions: Society & Culture** 1. What social convention do you follow even though it makes no sense? 2. Which generation do you understand least, and what might you be missing? 3. What aspect of how we live now will seem insane in 20 years? **Suggested Questions: Personal Philosophy** 1. What rule for life did you create after learning something the hard way? 2. When did you stop believing that everyone else had it figured out 3. What paradox about life have you learned to live with?

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

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.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

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.

**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 John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

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

**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