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Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you!
**What to Expect at the Intro Circle**
\~\~\~\~\~\~\~\~\~\~\~\~\~
Near the beginning of the event (1:30 pm), we do a standup:
* Organizer announcements, updates, and logistics
Round 1 - (7 secs max):
* Your name
* What you're working on
* What you can help others with
Round 2:
* Community events you wanna plug. If none, that's cool too.
Round 3:
* Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool.
After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!
COLUMBUS SPIRITUALITY MEETUP
We are excited to host Guided Meditations on Sundays at 6 pm in our Ashram/Gallery/Home! !! !!
Everyone wants to know what kind of God we worship and what kind of meditation we do. We worship the GOD that LOVES US! We understand that god is an energy and it lives in us as us. Our meditations guide others to actually experience that energy! xoxo We don't just talk about peace, love and affection, we experience it :)
Also we are a home not a business, so we enjoy building community one friend at a time. We always build in time for people to mingle & develop friendships! xoxo Much Love, Frank Tennyson
Namaste, Frank Tennyson
http://photos3.meetupstatic.com/photos/event/a/f/9/9/600_447824953.jpeg
CMG Gives Back: Serve Brunch at FAITH MISSION GRANT KITCHEN!
Join us as we get together to get together to help those in need at this CMG Gives Back event! We have a great little community of Movie Group friends so rather than see a movie this time, we’ll help “create a better world” by helping serve those in need. Here are complete details and our plan for this event:
FAITH MISSION – GRANT KITCHEN: The Faith Mission kitchen and dining room serves residents 3 meals a day, every day of the year. For this event, our group will help prepare food, serve meals, assist residents in the dining room, wash dishes, and clean surfaces.
PLAN: We will be preparing / serving / cleaning for BRUNCH from 10:30am to 12:30pm and have space for a total of 7 volunteers. Please arrive at 10:20am and wear closed-toe shoes and long pants.
LOCATION: Faith Mission – Grant Kitchen is located at 245 N. Grant Ave. Enter the kitchen at Dock 1 (in the back of the building), indicated in the attached map. On-site parking in the adjacent lot and street parking is available in the surrounding area. Below are some links / attachments with additional info/details:
IMPORTANT REMINDER: Our group will be providing all of the volunteers on this day so a firm RSVP count is essential. Please only sign up if you are certain you’ll be able to attend. If something unavoidable comes up, please try to update your RSVP no later than one week prior to the event. With few exceptions, no shows or cancelations within 1
week of the event will not be eligible for future CMG Gives Back events. I appreciate your understanding as we try to ensure the agencies have the volunteers needed to provide the essential services they provide to the vulnerable population they serve. Our Partner Agency for this event is Lutheran Social Services! A huge THANK YOU to all of YOU for volunteering at this (and any of our previous) CMG Gives Back events!
Should be another good/fun/meaningful time together, Dan
Rays Of Light Spiritualist Church Service
Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel.
Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger.
Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life.
Please visit our Official Church Website (http://raysoflightchurch.com) for more information.
Sunday Brunch
Sleep in on Sundays. When you've had your fill of pajama-time, roll out and have some tasty brunch with your fellow Humanists!
The “I” of the Storm: Embracing Conflict, Creating Peace Workshop
In the midst of life’s storms—whether in relationships, work, or within ourselves—it can be difficult to find clarity and calm. The “I” Of the Storm: Embracing Conflict, Creating Peace, based on the work of Dr. Gary Simmons, invites you to discover the steady center within—the part of you that remains grounded even when everything around you is in motion.
Led by Brian Drafton-Griffin, this engaging workshop offers practical tools and meaningful insights to help you navigate conflict with greater awareness, compassion, and confidence. Through guided discussion and reflection, you’ll learn how to shift from reaction to response and transform challenges into opportunities for growth and connection.
Monthly Meet Up (Agnes Aubert’s Mystical Cat Shelter)
This month we’ll be reading Agnes Aubert’s Mystical Cat Shelter by Heather Fawcett. Feel free to come and chat even if you don’t finish the book!
Eventi di Pirateria informatica questa settimana
Scopri cosa sta succedendo nei prossimi giorni
Unknown Number: The High School Catfish
IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks.
AGAIN, PLEASE DO NOT EVEN READ ABOUT IT BEFORE YOU SEE IT.
A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025.
The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed.
Please be ready to discuss the movie by 7PM. We suggest arriving early enough to order and get food beforehand. Thanks.
Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.
Icebreaker Questions:
1\. Did you figure it out? \(explain\)
2\. From a production perspective\, how do you rate it as a documentary? \(explain\)
Ohio Paper Folders May folding session May 17th
Our monthly meeting will be Sunday May 17th 1-4 PM
This will be held at 4049 Garrett W Dr, Columbus, 43214
This is off of Olentangy River Rd, north of Riverside Hospital. This is the home of one of our members.
Everyone is welcome - beginner to expert. This is a casual folding session. People will teach a few models.
Maker's Market in German Village!
Let's check out the Maker's Market in German Village, a large outdoor Artisan Market, featuring over 65 Makers, Goods, Art and Delicious Food Trucks!
Admission is FREE!
[GVMM](https://www.gv-mm.com/)
Let's get outside and enjoy the New Spring Season and Warm Weather!
We will meet at Stauf's Coffee Roasters in German Village on South 3rd Street at Noon, 12 PM and then take a brisk walk to the Maker's Market, just south of Schiller Park. We can initially get coffee at Stauf's Coffee Roasters, if anyone may want to do so.
Parking is widely available at Schiller Park and surrounding side streets.
Thanks and hope to see you come out!
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Surrey Interactive Online Dating For Singles
**🌻 Virtual Speed Dating for Singles near Surrey — Real People**
Each evening, you'll be guided through short private video dates with Surrey singles age-grouped and personality-curated, as a friendly host guides every transition.
Right after registering, a quick compatibility quiz is part of registration — the matching data comes from to pair you with compatible Surrey locals, so your conversations have a better chance of going somewhere.
Once the evening wraps up, we share who chose whom — without any awkward one-way messages — and what happens next is entirely up to you.
**Sign up below — pick your age range:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=investing-in-connections-for-long-term&ar=18-32&face_v=5.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=investing-in-connections-for-long-term&ar=30-46&face_v=5.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=investing-in-connections-for-long-term&ar=40-58&face_v=5.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=investing-in-connections-for-long-term&ar=55+&face_v=5.0)
**⚠️ Heads up:** Just clicking rsvp will not save your spot in the session, so use your age group link above to register and complete the short personality quiz — capacity is intentionally small so get in early, and the quiz plus registration together hold your place.
---
**Made for:**
- First-timers around Surrey leaving behind the app treadmill that goes in circles and are serious about meeting someone.
- Individuals from around Surrey who no longer want swiping left and right with no results and want real chemistry over profile photos.
- People across Surrey wanting to escape profiles that never convert to actual dates and need a better way to meet people.
**Details**
- **Format:** Dedicated and hosted through Zoom video built around curated one-on-one dates, age-matched and quiz-curated for the whole session.
- **Where:** No travel required — on any internet-connected device, nothing is needed beyond a device and a stable connection, and whichever room suits you best is ideal.
- **Host:** A welcoming host coordinates every round and every transition, meaning you never have to think about the format — from opening to close everything is taken care of.
- **Vibe:** Social individual rounds with Surrey people who wanted something genuine, and the energy in every round is genuinely good.
- **Duration:** Typically between one and one-and-a-half hours covering all rounds, and it is over before you know it.
**The evening in four steps**
1. **Lock in your place** – using the link that matches your age bracket, then answer the short personality questions, as both steps are required and neither can be skipped.
2. **Hop on** – at the event start time via your Zoom link, no tech headaches involved since you just click and join, and the host takes over from that moment forward.
3. **Get into the rounds** – quick private video rounds with Surrey singles tailored to your age bracket, while a live host keeps the pace comfortable throughout, as the quiz results already did the work of choosing who you meet.
4. **Receive your matches** – once it wraps we notify both sides of any mutual selection, and only confirmed mutual matches receive each other's contact details, and then the rest is yours to decide entirely.
⭐ *"Finally something that is not swiping — met someone I am actually excited about"* – Surrey attendee, second event
---
✨ Try something that actually works — use the link above to register and everything else is sorted before spots go. Can not wait to see you there. 🥰 ✨
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
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able!
Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
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
Cleveland Interactive Zoom Dating for Singles
**🌸 Virtual Speed Dating for Cleveland Singles from Your Couch — Real Rounds**
Each evening, you'll participate in guided one-on-one video rounds with Cleveland singles your age curated by personality quiz, while a host keeps the rounds comfortable.
Ahead of joining, you submit a short personality questionnaire — your personality profile from that quiz to line up well-matched Cleveland people for your rounds, so every person you meet has been matched to you on purpose.
After the night, we share who chose whom — shared only when both sides chose each other — and the conversation continues on your terms.
**Pick your age group and register:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0)
**⚠️ Do not lose your spot:** Just clicking rsvp will not save your spot in the session, so follow the age group link above, register, and complete the personality quiz to lock in your spot — limited capacity means you should not wait, and RSVP plus full registration is what holds your seat.
---
**This is for you if:**
- Locals from Cleveland bored of conversations that fizzle before a first date and prefer meeting people in person first.
- Women and men in Cleveland moving beyond digital dating that never converts to anything real and want to meet real locals without the faff.
- Someone within Cleveland leaving behind digital dating that never converts to anything real and want to try something that actually works.
- Members throughout Cleveland who have given up on matches that ghost after two messages and want to meet real locals without the faff.
**Your four steps**
1. **Confirm your place** – via the registration link above for your bracket, then finish the personality questionnaire, as both steps together confirm your attendance.
2. **Open Zoom** – via the Zoom link when the event begins, works on any device without requiring a download, and from there a live host guides everything.
3. **Meet your matches** – timed one-on-one speed dates with personality-matched Cleveland locals in your group, with a friendly host making sure every round feels easy, and the people in your rounds were sorted specifically for you.
4. **Collect your mutual matches** – we reveal mutual matches once the session ends, with contact info only shared when both of you said yes, and the outcome is yours to take forward at your leisure.
⭐ *"Great evening — I will definitely be back"* – Cleveland local, first event
💡 **Before you join:** grab a glass of water before you start, so the rounds feel natural from the very start, since small prep leads to a noticeably better experience.
---
✨ Try something that actually works — grab your place above before it goes and we will do the rest for this event. Real connection starts here. 🌟 ✨
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
Fort Wayne Dynamic Zoom Dating For Singles
**✨ Private Online Speed Dating for Fort Wayne Singles on Zoom — All from Your Couch**
Throughout the event, you'll engage in hosted video chat rounds with compatible Fort Wayne singles sorted by age and personality, with a real host running the session throughout.
Prior to the event, you fill in a quick matching survey — those details are used to connect you with Fort Wayne singles who fit your profile, meaning your rounds are curated and not random.
After the final round, mutual match details are distributed — with no one-sided reach-outs ever happening — and you take over from there entirely.
**Register via your age group:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0)
**⚠️ Your seat is not locked yet:** Rsvping here does not hold your place in the event, so follow the link for your age group, sign up, and complete the personality matching questionnaire — numbers are intentionally limited so register early, and your place is confirmed only once you have done both.
---
**This is for you if:**
- Daters living in Fort Wayne wanting to escape dating apps that go nowhere and are ready for something that feels natural.
- Anyone across Fort Wayne wanting to escape swiping left and right with no results and prefer meeting people in person first.
- Daters across Fort Wayne who no longer want endless scrolling and zero real dates and are ready for something genuine instead.
- First-timers in the Fort Wayne area wanting to escape endless scrolling and zero real dates and want actual face-to-face conversation.
**How it works**
1. **Find your age group** – by using the link for your bracket above, then take the personality survey, as without this your RSVP holds nothing.
2. **Jump on Zoom** – by clicking into the session at the scheduled start, works anywhere with a camera and internet, and a friendly host manages everything once you are on.
3. **Enjoy the rounds** – private video rounds with Fort Wayne area singles in your age range, with a host keeping rounds moving at a comfortable pace, because no round here is random — everyone was selected.
4. **Receive match results** – after the event you will receive any mutual match details, and only confirmed mutual matches receive each other's contact details, and you follow up at your own speed from there.
---
✨ Fort Wayne singles worth meeting are in this event — pick your age group and sign up and we will take care of the matching this time. Your matches are waiting to be found. 🌻 ✨





























