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Frequently Asked Questions
Yes! Check out openstack events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the openstack events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find openstack events near your location here. Connect with your local community and discover events within your area.
OpenStack Events Today
Join in-person OpenStack events happening right now
Open Hac
Welcome to our new home at the historic Tivoli Theater!
Please check our details for access to the space on [our website](https://www.hacdc.org/visit/).
Join the discord for questions / help getting in (use channel #let-me-in) [https://discord.gg/dNjuNhNmeT](https://discord.gg/dNjuNhNmeT)
NoVa Backgammon Live Tournament
Every Monday Night (Rare Execeptions posted on NOVA BG website ) since the late 1980s, we are new to Meetup.
https://sites.google.com/site/novabackgammon/
Register at 6:45PM
Random Draw 7:00PM sharp.
Results Usually Reported on Tuesday - via NOVA BG E-Mail
Double-Elimination: Main & Consolation Brackets
We follow USBGF Rules and the following options:
- Legal Moves.
- Use of two dice is Preferred over four dice.
- Dice landing on checkers is legal.
- Use of clocks is Preferred.
Doubles Volleyball - Competitive
BB/A level @Bluemont Park
Doubles Volleyball - Competitive BB-A level @Bluemont Park
Let's get together to play some fun A level Doubles games at Bluemont.
Format: Doubles
COST: FREE
Court Type: Outdoor grass
Minimum Skill Requirements: A level (click [here](https://docs.google.com/document/u/2/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details)
Attention:
1. This event is not always on a first come, first served basis. Those who can bring a net and ball, may get priority over others on the waitlist.
1. Since skill levels are self-reported, some attendees may not meet the expected level in reality, so we encourage you to choose a partner you can enjoy the game with, and since this is a competitive event, it is okay if you make a strong team and win all the games.
1. Since people arrive at different times, each group of
1. Players will set up and claim a net as they arrive, and may continue playing without rotating until all nets are set.
———
Smiley Social documents:
[Group Rules](https://docs.google.com/document/u/2/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg/mobilebasic)
[Liability Waiver](https://docs.google.com/document/u/2/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco/mobilebasic)
[Volleyball Levels](https://docs.google.com/document/u/2/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic)
LIVESTREAM | The Fuel Factor: Fixing Redemption Mistakes
Click here to attend: [https://www.jgoot.com/livestreams](https://www.jgoot.com/livestreams)
Some people finally find an award flight and think they’ve won.
You search and search.
You finally find availability.
You get excited.
Finally.
Until the total pops up.
The mistake is thinking a great redemption is just about the points.
It’s not.
Because one of the fastest ways to ruin a great redemption… is fuel surcharges.
That “amazing deal” you just found?
It might come with a few hundred dollars in added fees… sometimes more.
And it shows up right there in the booking process, taking the shine off what looked like a win.
In this special session, JGOOT Redemption Multiplier experts Stephanie and Tom are breaking down how to find redemptions that actually deliver value… without getting dragged down by unnecessary cash costs.
Because the truth is: many travelers focus only on the points required… while smarter travelers focus on the total cost of the redemption.
It’s time for: **The Fuel Factor: Where Great Redemptions Go Wrong (and How to Fix It)**
Stephanie and Tom will show how fuel surcharges really work, where they show up, and how to consistently avoid them so your points go further.
Inside this session, you’ll learn:
• What fuel surcharges are and why they exist
• How to spot high-surcharge redemptions before you get to checkout
• Which airlines and programs tend to add (or avoid) these fees
• How to find alternative routes that cost the same points… but far less cash
• Simple ways to protect your redemptions from getting quietly overpriced
This isn’t about finding more flights.
It’s not about using more points.
It’s about making sure the redemptions you already find… are actually worth it.
And once you understand the fuel factor, you’ll stop getting surprised at checkout… and start booking with confidence.
Click here to attend: [https://www.jgoot.com/livestreams](https://www.jgoot.com/livestreams)
Level 1 Bachata & Salsa Group Classes
7:45 PM – Beginner Bachata
8:30 PM – Beginner Salsa
This Class is for absolute beginner and up.
[Book Your Class Here. ](https://crowndancestudio.com/group-classes/)
Choose the date. then Click "book now."
$18 Per Person for 1 Class $25 Per Person for 2 Classes
Do I need Partner? NO
Is it a Series? No. But we review similar materials on the consistent basic.
Can I drop-in? Yes.
Membership & Class pass available for your better growth and progress.
[www.crowndancestudio.com](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.crowndancestudio.com%2F%3Ffbclid%3DIwAR2zhtlRxGhExkt_lh7UddK-BeWO8Qs1-EOyoeOGv-J3T0iFQh1Mcj2yiCA_aem_AcwNtPvUfkDahcWu-o_1owBvR7kH5cPtGKRaZN0cwvsy7zAKFAW0zv11GyJZeHFK3sXTqcwkHzYjvnhIdj_bZzn9&h=AT03tOQ7TaMbm8BWrbY5GVWwm5AUCbspa2tH6WSZj2P19MdXsK-Ih8hbVRlM9y0i0DuAMcN1QoF5tRzsQ-8aq-F0hneUu0Qayohk--xGdi4ODLmv7dW1y3B0veXR6xDUMxTNH1ui5a1qQMb1Cw&__tn__=q&c[0]=AT23QwS2XzF8mb_UChFebvxb_ZwrfUwkBaJHK5_0MHCyY9o9eHFqWNQPS2IJpCgWWS7KJfldFCk2N1JPAXQQGplryaicqsu-5Hpj0tsphsZ3balIXhHgvlOSxKBXhiUaH8GLAXguklvbM9QOeUG2qAJKdQJ6)
Address: 2820 Dorr Avenue Fairfax, VA 22031 See less
English Class- Frequent Flyer
## A low-cost, 6-week intermediate-level English course with the non-profit organization, the Global Language Network.
Ready to dive into the world of English? Join our fun and interactive class designed especially for those new to the language.
**Details**
English Frequent Flyer with Caroline
Mondays from 6:30pm - 8:30pm ET
Apr 7th to May 18th
In-person, Farragut Square DC
Ready to learn? **Register [HERE](https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform).**
**Additional Information**
* GLN classes are open to everyone over 18 years of age.
* Have a credit or stipend to apply to your payment? Learn more about our credit, stipend, and refund policy on the [Pricing & Course Levels page.](https://thegln.org/pricing-%26-course-levels)
**About GLN**
We are a Washington, DC-based 501(c)(3) non-profit organization with a mission to "Use Language as a Tool to Help Fix Our World." Since 2015 we have been rated #1 Best Language Classes in Washington, DC by Yelp! We are so happy and grateful to have you join our network and we appreciate your support of our mission.
Profs & Pints DC: How AI Alters Thinking
[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“How AI Alters Thinking,”** on dealing with artificial intelligence’s capacity to change and undermine our thought processes, with Eli Alshanetsky, assistant professor of philosophy at Temple University, principal investigator at its Cognitive Integrity Lab, and author of an upcoming book on AI and freedom of thought.
[Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/dc-how-ai-alters-thinking](https://events.ticketleap.com/tickets/profsandpints/dc-how-ai-alters-thinking) .]
Doctors who give bad advice can be sued for malpractice. Teachers belong to a profession with set standards. When artificial intelligence guides you, however, that guidance comes with a disclaimer: Use at your own risk.
Every day millions of people take that risk, and usually AI seems genuinely helpful. But even if AI gives us good answers, might its use over time do bad things to how we think?
Explore the relationship between AI and our own minds with Eli Alshanetsky, whose Cognitive Integrity Lab studies how artificial intelligence changes how we think, learn, and build trust. Author of *Articulating a Thought* and the upcoming book *Freedom of Thought in the Age of AI*, he’s on the cutting edge of efforts to answer AI-related questions such as: How can we tell when work is truly our own? How can technology support rather than replace authorship and reflection? What does trust mean when AI mediates our relationships with others and with our own thoughts?
To set up his discussion of potential consequences of AI, he’ll describe how social media’s impact on society serves as a preview.
Social media didn’t just give people what they wanted to click on, it actually changed what they regarded as click-worthy. It broke attention spans and fueled radicalization across millions of very different people. It left us with people who doom-scroll for hours, who can’t focus, who don’t know what to trust anymore.
If you’d shown people this version of themselves ten years ago, would they have chosen it?
Artificial intelligence is making a similar deal with us, but the stakes are higher. It isn’t chasing clicks. It’s optimized for giving you the most satisfying response to whatever is on your mind right now.
The risk over time isn’t just that you’ll get lazy. More profoundly, even when you think hard, your sense of what counts as good thinking—as well as what sounds like you—will shift to match what AI has been feeding you.
We’ll consider what kind of person this produces and whether this is someone we want to be or want children to become. Professor Alshanetsky will lay out a practical framework, which he calls “the interaction layer,” for using AI without letting it replace the thinking it’s supposed to support. He’ll also talk about what AI-related concerns should be the focus of parents and educators. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.)
Image: Illustration by David S. Soriano / Creative Commons.
OpenStack Events This Week
Discover what is happening in the next few days
Less Noise, More Signal: SBOMs + Agentic Observability
We’re excited to bring the community together for an evening of learning and connection. This time, we'll have a community member from Chainguard sharing a use case and, as usual, an Elastic employee sharing their expertise as well.
Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security.
**Date and Time:**
Tuesday, May 19th, from 5:30-7:30 pm EDT
**Location:**
Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203
**Agenda:**
* 5:30 pm: Doors open; say hi, grab a seat, and eat some food.
* 6:00 pm: The SBOM Pile in Your S3 Bucket: Turning Bills of Materials Into a Risk Dashboard; and Watching It Shrink with Chainguard, by Mike Barreta, Senior Manager, Engineering at Chainguard
* 6:30 pm: Q&A
* 6:40 pm: **Agentic Observability: Next-Gen Alerting and Auto-Detected Significant Events**, by Jason Rhodes,
Senior Manager, Software Engineering at Elastic
* 7:10 pm: Q&A
* 7:20-7:30 pm: Networking & refreshments
**Talk Abstracts:**
**"The SBOM Pile in Your S3 Bucket: Turning Bills of Materials Into a Risk Dashboard; and Watching It Shrink with Chainguard**"
Most organizations now generate SBOMs because someone — EO 14028, a FedRAMP auditor, an ISSM — told them to. They land in an S3 bucket, get versioned, and are almost universally never queried. This talk is about what happens when you finally do. I'll stand up a self-contained Elastic stack, pour in SBOMs (SPDX), SLSA provenance, Sigstore signatures, Grype vulnerability scans, the CISA KEV catalog, and OpenVEX adjudication for 30 container images, and show the queries that only become possible once SBOMs stop being compliance artifacts and start being telemetry: which packages I actually run right now, which CVEs are real exposures versus VEX-suppressed noise, what swapping a stock image for its Chainguard equivalent would buy me, and how much of my CVE list is just stuff I inherited from the base layer.
Then the cleanup. The same dashboards on Chainguard images show what disappears when the SBOM is small, the signatures verify, and the advisory feed is active: \~9,000 fewer CVEs and \~2.5 GB saved across 20 image pairs, KEV exposure dropping from 7 hits to 0, compliance pass rate going from 0% to 76.5% against NIST 800-218 / FedRAMP Moderate / SSDF.
**Bio:**
Mike Barretta leads Chainguard’s public sector solutions engineering team, focused on helping ensure the federal government receives its fair share of the future. Barretta has worked across civilian, defense and intel programs in a variety of roles—software developer, data scientist, solution architect—for a variety of organizations—system integrators, consulting companies, software vendors—with the common purpose of creating and championing technologies and techniques for simplifying the extraction and utilization of information from lots of data. Having witnessed the ever-increasing threats to those systems, Barretta is now focused on methods and mitigations to secure them
**Agentic Observability: Next-Gen Alerting and Auto-Detected Significant Events**
We're rebuilding Elastic's alerting engine to make alerts more flexible\, more powerful\, and more valuable as data\. Next\-gen alerting rules will run anything ES\|QL supports and capture whatever fields matter to you\, so alerts carry the context you need for real downstream analysis\. And if you'd rather not manage these rules yourself\, AI agents can help\, drafting them from natural language\, recommending tuning and configuration changes\, and reducing noise through deduplication\.
On top of this, we're also building a new Significant Events system which automatically builds a continuously updated knowledge base of your incoming data's own metadata. Using this deep understanding, our agentic tools will detect significant events from log patterns, anomalies, and predicted behavior — without you having to create a single rule.
**Bio:**
Jason Rhodes is a software engineering lead at Elastic, where he works on alerting and observability features. Based in the DC area, he has over 15 years of experience in software development and has been an active contributor to the local tech community — creating and organizing Baltimore NodeSchool and charmCityJS. When he's not writing and reviewing code, he's probably watching too many movies.
**Parking:**
* The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street
* Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA)
* A Metro Station is located across the street
Dolmenwood Open Table RPG
NOTE CHANGE IN VENUE!
GM Anne will be running a session of Dolmenwood. Dolmenwood is a fantasy adventure game set in a lavishly detailed world inspired by the fairy tales and eerie folklore of the British Isles. Like traditional fairy tales, Dolmenwood blends the dark and whimsical, the wondrous and weird. We’ll be starting with level 2 characters.
New players welcome! No prep needed!
If you want to familiarize yourself with the system and/or roll up a character, free resources can be found here:
https://www.exaltedfuneral.com/pages/dolmenwood-free-resources
**Where**: Belle Pre Apartment Building, Alexandria VA (public conference room)
Looking for a place to play in-person RPGs and make new friends? Burnt out on internet D&D? Interested in trying games like Shadowdark and Dungeon Crawl Classics? Look no further than DMV RPG - Open Table!
Whether you're a seasoned player or just getting started with tabletop role-playing, our group offers a welcoming, inclusive, and safe environment for all gamers to gather and embark on epic adventures together. From Dungeons & Dragons to sci-fi sagas, there's something for everyone here. Join us for regularly scheduled meetups, make new friends, and unleash your imagination in a fun and collaborative setting. Let the games begin!
**Rules**: always teachable at the table
**Gaming is for everybody**: Welcoming, inclusive, and safe
**Pregens**: the GM will have pre-made characters so you can jump right in
**Game**: Old School & New School, but likely lightweight
**Multiple GMs**: We run games in a rotating GM format, so come to play and make friends, but we'll be looking for your interesting one shots and mini-campaigns to try.
Unstuck Tuesday: Startup Pitches, Feedback, and Action Steps!
Pitch your idea, get feedback, give feedback, meet with a mentor and most importantly, take action.
Come to the meetup with a specific issue you are stuck with.
**10:30 am Introductions:** 2-minute pitches tell us who you are? What you're working on? and what you need help with?
**11:00 am Problem Solving:** Let's figure out how we can help, and what action you can take today to move forward.
**12:00 pm** Open Networking: Keep the discussion going and connect with other attendees. Bring yourself, notebooks, laptops and anything else you need to pitch your idea and get work done.
Interested in joining the Studio? [APPLY NOW](https://unstucklabs.com)
Backpack - Mount Rogers (22 Miles) - 3 Days
**IMPORTANT -** If you are not 100% committed please do ***not RSVP.*** No shows will be de-propritized for future events.
Lets do a 2-night backpacking trip over Memorial Day weekend!
The Mount Rogers/Grayson Highlands loop hike is an iconic section of the Appalachian Trail, located in the southwestern hills of Virginia within the Jefferson National Forest.
This region is best known for its vast mountain views and alpine peaks with **wild ponies** roaming about. This area is also home to Virginia's highest point, Mount Rogers, sitting at 5,729'. This is a premier east-coast backpacking destination, so don't miss this one.
## **Trail Facts**
* **Difficulty Level:** Moderate
* **Length:** 21.4 Miles
* **Duration:** 3 Days
* **Elevation Gain:** 3,898 Feet
* **Bear Canisters:** Not Required
* **Permits:** None
* **Dogs**: Allowed
* **Meetup/Carpool:** Vienna Metro South
* **Trailhead Parking:** 36.6893579, -81.5320954
* **AllTrails Map**: https://www.alltrails.com/explore/map/mount-rogers-and-appalachian-trail-loop-958adb5?u=i&sh=rak641
**Trail Details:**
We will meet at The Vienna Metro station on Saturday morning at 8am and drive to the Mt Rogers Trailhead (off Rt 603). This parking lot is **NOT** the paid lot near Masie Gap, and so can fill up. I'd like to try to get there as early as possible.
The drive is about 5 hours. I will drive and am happy to have others carpool with me - but please note, I will have my small black labrador in the back seat.
**Day 1**
After we park, we will hike about 7 miles to our campsite, diverting once to summit Mt Rogers. There arent any views here, but it's worth the .3 miles to say you've been to the highest point in VA! We will camp on the first night at the scenic tent sites near the Thomas Knob Shelter on the AT. There is water at this site and we may see wild ponies if we're lucky.
**Day 2**
The second day is about 10.7 miles, which includes spectacular views, unique rock formations and wide open grassy meadows. We will camp near the Old Orchard Shelter. There is a spring with water at this site as well.
**Day 3**
The third day will be a short 3.5 mile hike from camp back to the cars. Getting to the cars early will mean that we should get back to DC around 4-5pm. On the drive home, I plan to stop at Martin's in downtown Roanoke (413 1st St SW, Roanoke, VA 24011).
**Essential Items**:
* Tent
* Sleeping pad
* Sleeping bag suitable for expected temperatures
* Backpack (appropriate for overnight backpacking)
* Backpacking stove with fuel
* Pot, cup, dish, and utensils
* Dehydrated meals and snacks
* Water bottles or hydration system (capacity for at least 2 liters)
* Water filter or purification tablets
* Headlamp with extra batteries
* Rain gear
* Dry bags or pack cover
* Warm clothing layers (non-cotton)
* Trowel for and toiletries for Leave-No-Trace compliance
**Optional Items**:
* Personal first aid kit
* Map and compass or GPS device
* Power bank or external battery
* Trekking poles
* Camp shoes
* Electrolyte supplements
* Alcohol
* Books, games, or other enterainment
* Gaiters
* Sunscreen, lip balm, insect repellent
**CARPOOL:** Don't forget if you want a ride or are willing to offer a ride – be a friend to the environment, save money, and make friends.
**LIABILITY NOTICE:**
Please remember that this group operates under the common adventurer model. We are a group of friends and volunteers organizing trips for fun and shared experience. Participants are expected to be familiar with best hiking practices and choose hikes that align with their physical abilities and experience. Organizers and members are not liable for any injuries, loss, or damage to persons or property arising from group activities. By attending this event, you agree to assume all risks associated with the activity.
For more information on the common adventurer model, please see [Ron Watters' definition](https://www.ronwatters.com/CADefine.htm).
If you believe you may be lost during the hike, follow the advice of the [US Forest Service](https://www.fs.usda.gov/visit/know-before-you-go/if-you-get-lost).
See you on the trail!
Brunch and Karaoke (All You Can Eat and Bottomless Mimosa)
To secure your spot, purchase your ticket from the Eventbrite link (https://www.eventbrite.com/e/brunch-and-karaoke-all-you-can-eat-bottomless-mimosa-tickets-162982427829). RSVPing only on the Meetup Page doesn't allow you to attend the Event. ADVANCE TICKET PURCHASE IS REQUIRED TO RESERVE YOUR SEAT. DUE TO COVID.
ABOUT THE EVENT
Join us for a Brunch filled with food and hair of the dog drinks!
The Brunch is All-You-Can-Eat Buffet and All-You-Can-Drink Bottomless Mimosa, including tax & gratuity! This is UNBEATABLE! For foodies, this doesn’t get any better as we throw this party! Please be on time for the grand festivities!
It is accompanied by Karaoke! Come and have some fun, food, music, and cocktails! Song Book is available online, but we provide tablets as well. Signing up to sing is contactless via internet. It can be done through a person's smart phone or our tablets. We have a 3 step sanitation process which involves disinfecting the mics, giving them an ultraviolet bath, then applying a disposable microphone cover.
EAT, DRINK & SING! This is ideal for a birthday celebration.
Ticket Price : $ 45 (will increase soon)
BRUNCH :
Session Two : 2PM - 5PM
Brunch Includes:
Starter choices :
Spring roll, or shrimp summer roll;
(Vegan option - Vegetarian Spring roll, or Tofu summer roll)
Entree:
Steamed Rice with choice of Pork, Chicken, Beef, Shrimp or Vegetarian
Fried Rice with choice of Pork, Chicken, Beef, Shrimp or Vegetarian
Rice Vermicelli (dry noodle) with choice of Pork, Chicken, Beef, Shrimp or Vegetarian
Pho with choice of Chicken, Beef, Seafood or Vegetarian
Pad Thai with choice of Pork, Chicken, Beef, Shrimp or Vegetarian
Drinks:
Soft drinks choice of soda (coke, diet coke, spite, ginger ale)
Tea (green, jasmine, black tea)
Thai Tea
Vietnamese coffee
Drink Responsibly
- Celebrate your birthdays or your moments in your life with us
- For bottle specials and table reservation email (info@merevents.com) OR text 202-368-1878
- Event is 21+
- Come one, come all; this is the most friendliest event you have ever attended!
- Feel free to invite your friends. They don't necessarily have to be a member
#Epicbrunch presented by #merevents
As per VA and local Governments guidelines, this is a sit down dinning event. Maximum of six people will be seated per table. We have super limited spots! Get your tickets soon and in advance. So that we reserve your seat. ADVANCE TICKET PURCHASE REQUIRED.
DOUBLE MASK IS THE NEW MASK! THE VIRUS IS STILL AROUND, WITH DIFFERENT VARIANTS AND LET US NOT DROP DOWN OUR GUARD. EVEN THOUGH, WE ARE VACCINATED.
- Come one, come all - YOU CAN FLY SOLO TOO; this is the most friendliest event you have ever attended!
- Feel free to invite your friends. They don't necessarily have to be a member
- Celebrate your birthdays or your moments in life with us
- Event is 21+
We are at 50% capacity. So, please drink for two:)
- Temperature check for staff and patrons.
Refund & Ticket Resell Policy
All sales are final. We only refund the full amount, if the event is canceled. If it is rescheduled, we will send an email to ticket holders advising that. A full refund will be given to those that let us know within 2 calendar days of the update email, if you are unable to make it on the new date. No refunds will be given after that time.
However, you can sell your ticket to someone else if you are unable to attend. Please, feel free to post in the comment box for the event, that you have a ticket for sale. Work out payment between yourselves, and have the seller only send the organizers a message letting us know the full name of the person taking your spot. You must let us know two hours before the RSVP close time, on the day of the event.
**FOR FURTHER INFO, REFER THE EVENTBRITE LINK AND PURCHASE TICKET. IT RULES**
Singles Buffet Brunch
Join us for a laid-back Sunday Brunch. The Brunch is All-You-Can-Eat buffet and a bottle of Champagne (750 ml) with Orange Juice. You make your own mimosa. Just only for $ 35.00 per person without tax & gratuity!
It includes French toast, pancakes, waffles, omelettes made to order, Pasta, Salads, Roast Beef, Pork Ribs, oyster bar, cheese bar and Salmon, plenty of fresh fruit, yogurt, cakes, cookies, and pudding....mmmm!
After brunch, we mingle and socialize.
Closest Metro Station is Clarendon. Please take into account Metro's Weekend Track Work & Service Adjustments. Check it on http://www.wmata.com/ and plan accordingly.
http://photos2.meetupstatic.com/photos/event/7/8/e/8/600_400350952.jpeg
http://photos4.meetupstatic.com/photos/event/7/c/e/e/600_400351982.jpeg
OpenStack Events Near You
Connect with your local OpenStack community
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
Powell Gold Star Referral Club Meetup
We meet at lunch each week and each meeting follows a fairly organized agenda. First all participants pass their business cards around. Then each member and guest is invited to give a one-minute overview of their company and what is a perfect referral for the week. We always have a 10 minute presentation from one of the members about their business in more detail. And finally we pass referrals. You're welcome to visit. Nobody is ever put on the spot. Bring plenty of cards!
Building Agents with Microsoft Agent Framework
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.
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
TBD
**YouTube Link**
TBD
Open-Table RPG Meetup!
Try new games, meet new people, and find out what story games are all about!
Explore the reaches of space! Witness kingdoms rise and fall! Create and explore tragedies! All within a single game night.
We play story games like Fiasco, Kingdom, Polaris and Microscope that encourage everyone at the table to participate creatively. We also have one-shots of indie, OSR, and narrative-focused RPGs such as Apocalypse World, Dread, Lady Blackbird, and Old School Essentials!
Everybody's welcome! It doesn't matter if you've never tried story games before or never played roleplaying games at all! Just bring your brain and a good attitude and come try it out!
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**IMPORTANT**
* When you arrive look for the marked Story Games Columbus Tables. Each table will have a separate game. Seating is on a first-come-first-serve basis.
* If all tables are full, look for a Facilitator. We will find a way to get you into a game!
* There is a flat $3 cover charge for events at Tabletop.
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**Facilitators!!**
Please arrive early so that we can get you set up with a table.
Please reach out to me ASAP if you would be willing to help facilitate. You can reach me on the SGC Discord here -
https://discord.gg/jUTvWUu
COhPy Monthly Meeting
**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





























