Play Framework

Join our sporty group for fun workout run in Riga! **What can you expect:** During the route (\~4km) there will be 6 locations with 2-3 exercises. It’s not a race. We are moving together as a group and everyone can choose their own challenging level (or rest instead of the exercise). The purpose is to have fun and engaging physical activity. **When and where:** We’ll start on Sunday (3rd of May) at 10:30 in front of the barricades on the Zakusala island. After the run, we can go for a drink and more chit-chat. We will be happy to see you with us!

Speed ​​friending is an event where, on a signal, people switch tables. You'll have five minutes to get a feel for the person and decide whether you're open to meeting them again. Speed ​​friending is perfect for those looking to find an interesting conversational partner or partner in one evening. It's a great option for those with busy schedules, newcomers to the city, introverts, and those looking for new contacts. Dozens of people from various professions will gather in one location: from IT professionals to miniature Pekingese breeders. Who knows how this might come in handy in the future? **free** event . . Speed friending (ātrās iepazīšanās) ir pasākums, kurā pēc signāla sarunu biedri maina galdus. Jums būs piecas minūtes, lai izjustu cilvēka atmosfēru un sapratu, vai esat gatavi sazināties nākotnē. Ātrās iepazīšanās der tiem, kas vienā vakarā vēlas atrast interesantu sarunu biedru vai partneri. Lieliska iespēja cilvēkiem ar blīvu grafiku, pilsētas jaunpienācējiem, intrvertiem un tiem, kas meklē jaunus kontaktus. Vienā vietā pulcēsies desmitiem cilvēku no dažādām profesijām: no IT speciālistiem līdz pekinēzu audzētājiem. Kas zina, kā tas var noderēt nākotnē? **bezmaksas** pasākums

Join our sporty group for fun workout run in Riga! **What can you expect:** During the route (\~4km) there will be 6 locations with 2-3 exercises. It’s not a race. We are moving together as a group and everyone can choose their own challenging level (or rest instead of the exercise). The purpose is to have fun and engaging physical activity. **When and where:** We’ll start on Sunday (3rd of May) at 10:30 in front of the barricades on the Zakusala island. After the run, we can go for a drink and more chit-chat. We will be happy to see you with us!

Speed ​​friending is an event where, on a signal, people switch tables. You'll have five minutes to get a feel for the person and decide whether you're open to meeting them again. Speed ​​friending is perfect for those looking to find an interesting conversational partner or partner in one evening. It's a great option for those with busy schedules, newcomers to the city, introverts, and those looking for new contacts. Dozens of people from various professions will gather in one location: from IT professionals to miniature Pekingese breeders. Who knows how this might come in handy in the future? **free** event . . Speed friending (ātrās iepazīšanās) ir pasākums, kurā pēc signāla sarunu biedri maina galdus. Jums būs piecas minūtes, lai izjustu cilvēka atmosfēru un sapratu, vai esat gatavi sazināties nākotnē. Ātrās iepazīšanās der tiem, kas vienā vakarā vēlas atrast interesantu sarunu biedru vai partneri. Lieliska iespēja cilvēkiem ar blīvu grafiku, pilsētas jaunpienācējiem, intrvertiem un tiem, kas meklē jaunus kontaktus. Vienā vietā pulcēsies desmitiem cilvēku no dažādām profesijām: no IT speciālistiem līdz pekinēzu audzētājiem. Kas zina, kā tas var noderēt nākotnē? **bezmaksas** pasākums

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! *** **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. *** **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

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.

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

The Forge does have a full bar and kitchen. There is no cover charge but they do request all attendees to purchase a minimum of ~20 per person. Soft drink refills are 1 each. Please support our hosts so we can continue to provide great events for the group! The Forge has a large library of games available for us to enjoy. Hosts and regulars will also provide numerous popular games but please bring any games you would like to teach and/or play. Doors open at 6, and we expect gaming to be rolling by around 630. Please promptly end your games and clear out the space at 10pm when the bar closes. We encourage socializing but do not permit disruptive behavior of any kind. Thank you for your continued commitment to providing a fun and welcoming space to veteran, newbie, and rookie gamers in the Columbus area. Parking can sometimes fill esrly. There is additional parking lot behind the neighboring Mexican restaurant that is free and easy to walk from but it's a bit hidden.

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

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/