Collective Intelligence

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

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

**✨ Real One-on-One Rounds Online for Burnaby Singles Done Swiping** As a participant, you'll experience quick private Zoom rounds with Burnaby singles matched to you by age and personality, as a friendly host guides every transition. Once you register, you fill in a quick matching survey — your personality profile from that quiz to curate your Burnaby matches by quiz results and age, meaning your rounds are curated and not random. After the session closes, mutual match details are distributed — contact details flow only on mutual selection — and what happens next is entirely up to you. **Age-grouped registration — select yours:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=55+&face_v=4.0) **⚠️ Heads up:** Your rsvp here is not a registration confirmation, so select your bracket link, complete the registration form, and finish the personality quiz — places are capped so do this promptly, and your spot is held only when both steps are done. --- **What to expect** 1. **Grab your spot** – via your age group registration link, then complete the short matching survey, as both steps are required and neither can be skipped. 2. **Log in** – using the video link shared before the session, any device with a camera and mic is all you need, and round management is all on the host from there. 3. **Date** – short Zoom speed dating rounds with Burnaby area singles in your age range, as the host signals round starts and ends, because the format is built so every round is worth having. 4. **See your results** – after the event you will receive any mutual match details, and only confirmed mutual matches receive each other's contact details, and everything from that point is on your schedule. **Best suited to:** - People within Burnaby wanting to escape matches that fade out before meeting and want to meet real locals without the faff. - Singles calling Burnaby home moving beyond dating apps that go nowhere and are serious about meeting someone. - Someone based in Burnaby wanting to escape conversations that fizzle before a first date and are ready for a genuine first impression. ⭐ *"Not what I expected at all — better than every app I have tried"* – Burnaby local who came sceptical 💡 **Good to know:** check your Zoom setup in advance, because good audio is just as important as good video, and the host handles everything else from that point. --- ✨ Real conversations from home — register via your age group link and we will set the rest up for you in your own time. Can not wait to see you there. 💘 ✨

**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

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia