Digital Currency

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

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.

We may pick a specific topic and post in advance or may discuss current events and various ad hoc topics . We would love to spend time hanging out and getting to know one another. Atheist, agnostics, other non-theists, and atheist-friendly people are welcome to join us. Note: COUNT operates a Facebook page at www.facebook.com/groups/COUNT.discussions (http://www.facebook.com/groups/COUNT.discussions/) to promote discussions among members and visitors.

**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

**🎯 Short Rounds Genuine People for Surrey People Done with Apps** Throughout the event, you'll spend your time in focused short video rounds with Surrey locals paired by quiz results and age range, with a dedicated host managing each round. During sign-up, you complete a brief compatibility form — we use those answers to pair you intelligently with Surrey locals, so every person you meet has been matched to you on purpose. After all the rounds, match notifications go to both parties — but only if the feeling was mutual — and you are in control of what happens next. **Pick your age range and grab a spot:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-with-genuine-peers-through-events&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-with-genuine-peers-through-events&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-with-genuine-peers-through-events&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-with-genuine-peers-through-events&ar=55+&face_v=3.0) **⚠️ Spot not held yet:** Rsvping on meetup does not confirm your spot at the event, so tap your age group link above, register fully, and complete the personality matching quiz — numbers are intentionally limited so register early, and your spot is held only when both steps are done. --- **Perfect for:** - Women and men from Surrey ready to move past digital dating that never converts to anything real and prefer meeting people in person first. - Members based in Surrey who no longer want swiping left and right with no results and value real conversation over curated profiles. - Returners locally in Surrey who are tired of app fatigue and empty match queues and want to talk to real people tonight. - Returners near Surrey who have given up on profiles that never convert to actual dates and prefer structure over ambiguity. **What to Know** - **Format:** Live on a live video platform featuring private video date rounds, compatibility-matched within your age range. - **Where:** No travel required — on any internet-connected device, camera mic and Wi-Fi — that is the full tech list, and you can pick whatever quiet spot works for you. - **Host:** An attentive host keeps everything on track and stress-free throughout, so the focus stays entirely on the people you are meeting — from first round to final result it is all managed for you. - **Vibe:** Easy-going personal date rounds with Surrey singles who are here for the same reason you are, and first-timers always leave surprised by how natural it felt. - **Duration:** Around one to one-and-a-half hours from opening to close, and most people say it flies by. **The breakdown** 1. **Confirm your place** – through the age-specific link above, then fill in the personality matching questionnaire, as completing both steps locks in your place. 2. **Join the session** – by clicking the Zoom invite at the event time, no download is needed since it works in any browser, and a live host walks you through it from there. 3. **Connect** – focused private rounds with Surrey people matched to you by age and quiz, with everything paced by a host so nothing drags, as every round is with someone selected for you by the quiz. 4. **Collect your mutual matches** – mutual selections are shared privately once the evening wraps, with unmatched selections never disclosed to anyone, and you follow up at your own speed from there. ⭐ *"Better than every app I have tried combined — better than every app I have tried"* – Surrey single --- ✨ The best conversations start somewhere — select your bracket and register and the evening takes care of itself in this round. The evening starts the moment you register. 🥰 ✨

**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

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