Systems

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

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

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

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.

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

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.

Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"

**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