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Frequently Asked Questions
Yes! Check out enterprise search events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the enterprise search events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find enterprise search events near your location here. Connect with your local community and discover events within your area.
Enterprise Search Events Today
Join in-person Enterprise Search events happening right now
Evolve Synergy: Westerville Chapter
At Evolve Synergy Sessions, you'll be part of a supportive mastermind where we share challenges, brainstorm solutions, and inspire one another to take bold steps in our businesses. Grow your network, gain fresh perspectives, and build meaningful relationships with like-minded women who are committed to success. Whether you’re looking to move the needle in your business or simply need a space to connect and recharge, this is the perfect place to fuel your entrepreneurial journey.
[Add Event to Calendar](https://evolvecolumbus.eventcalendarapp.com/)
\*\* Please note, we will be arriving around 8:15a for open networking! Get there early and get connected!
Contact Alexis Morley at [alexis.morley@edwardjones.com](mailto:alexis.morley@edwardjones.com) or Terri Lawson at [terri.lawson@e-merge.com](mailto:terri.lawson@e-merge.com) for more information.
In Person Event: The Secrets to Mental Health
Mental Health, how do you understand it? How can you improve it?
How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself.
Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went?
Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence?
Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.
This group is hosted by the Dianetics and Scientology Life Improvement Center of Central Ohio.
PO Box 21 Speakeasy
PO Box 21. Is a speakeasy in the basement of Highbanks Distillery in Westerville.
Check out the menu:
https://www.poboxtwentyone.com/home
SEASON OPENER ** SEE NOTE**
**THIS IS ONLY IF YOU ALREADY SIGNED UP!**
NEW POLICY IS IN PLACE FOR THE OPENER. THEY ARE REQUIRING A $ 75.00 DOLLAR DEPOSIT. PLEASE MAIL YOUR CHECK TO MICHAEL BUCHANON 6619 AMBAR AVE CINCINNATI OH 45230. MAKE CHECK OUT TO ASGA CINCINNATI.
CALL TAMMIE WITH ANY QUESTIONS. 513 309-2633
The Virtues golf getaway will be our Season Opener trip! Staying at the Holiday Inn Express in Heath **NOTE Hotel may change**
**Double occupancy** $440 includes **2 nights stay**, **3** rounds of golf
**Single Occupancy** $570 includes **2 nights stay**, **3** rounds of golf
**Double occupancy** $360 includes **2 night stay,** ***2*** *rounds of golf*
**Single occupancy** $490 includes **2 night stay**, **2** round of golf.
**Double occupancy** $295 includes **1 night stay, 2** rounds of golf
**Single occupancy** $360 includes **1 night stay 2** rounds of golf
Please read the accommodations carefully. The hotel includes breakfast.
**You will pay in full including the hotel at the Virtues Golf Club Sunday.**
**There are 6 doubles and 5 singles reserved for this event.** The hotels are booked for graduation. The sooner we sign up the better.
Here is the schedule...
Friday.. Eaglesticks Golf Club 11:54
Sat... Dennison 9:00
Sun... The Virtues Golf Course 9:10
**Dinner Friday is at 1922 on the square at 7:30 10 N Park Pl Newark**
**Dinner Saturday is at 6:00 at The Stockyard Grill 5 N 3rd St Newark**
***Please answer the following questions \*\*\*\****
**I need to know if you are a single or double and who you are rooming with. How many nights are you staying and rounds of golf.**
**Also if you are a double or single requesting a King bed. There are a limited number of Kings so 1st come 1st served**
Dinner at Highbanks Distillery Westerville
We will have dinner after our drink at the speakeasy. If people want to attend both the speakeasy and dinner please rsvp for both events.
This is the menu for dinner:
https://www.highbankco.com/westerville
CHROMA @CCAD
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**
Enterprise Search Events This Week
Discover what is happening in the next few days
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.
Christians in Tech - Meetup #35 @ Improving
Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you.
Our Website
[https://linktr.ee/citcbus](https://linktr.ee/citcbus)
Sponsors and Partners
* Improving (Venue Sponsor)
* Bethel World Prayer Center (Fiscal Sponsor)
* Fruits & Roots (Coffee Partner)
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!
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!
Women’s Night Out: Boots, Bites & Good Vibes
Who’s up for a fun night out?
Get your boots on, grab your cowboy hat, and let’s have some fun!
Thinking about checking out PBR Cowboy Bar & Smokehouse for a lively evening to unwind, connect, and enjoy the night together.
• Lively atmosphere with country vibes
• Delicious food + drinks
• Music, dancing, and lots of laughs
• Great conversation and new connections
PBR Columbus-Tiki Party
🌺🍹 **TIKI PARTY @ PBR COWBOY BAR + SMOKEHOUSE** 🐂🌴
**Friday, May 15th**
Grab your crew and get ready to trade boots for beach vibes (or rock both 😏). We’re turning PBR into a tropical party for one night only—think island energy, great music, and a packed dance floor.
🔥 **How to Join the Party**
When you arrive, just **say “PBR Meetup” at the door** to get your wristband for exclusive drink specials all night!
🍹 **Exclusive Drink Specials-7pm-9pm**
$3 Domestic Draft – Miller Lite & Coors Light
$3 Well Liquor Cocktails
$4 Vizzy Seltzers
$5 Select Call Liquor – Tito’s, Bacardi, Tanqueray, Cazadores Reposado & Jack Daniels
$5 Select Shots – White Tea Shots & Fireball
💃 **What to Expect**
🌴 Tropical vibes + high-energy music
💃 Line dancing + dance floor all night
🤝 A fun, social crowd (perfect for groups or meeting new people)
📸 Plenty of moments you’ll want on camera
Whether you’re coming for the drinks, the dancing, or just a fun night out—this is your excuse to show up and go all in.
Throw on something tropical, bring your people, and we’ll see you at the party 🌺🍹
Enterprise Search Events Near You
Connect with your local Enterprise Search community
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
Gold Star Business Networking
Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle
**SPECIAL PROMOTION**: Buy 3 and get 1 Free!
Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time.
We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest.
While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for.
Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/)
***
### What to Expect:
* Guided candle making experience
* Choose your own vessel, wax, wick, and fragrance
* 100% soy wax candles
* Optional drinks and snacks
* Time to relax while your candle cools
***
### Important Notes:
* Please arrive on time so we can start together
* Candles will need time to set before taking home
* This is a beginner-friendly event
***
### RSVP Required
Reserve your spot on Meetup to lock in your seat.
**Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids)
5oz Glass Jars $15
8oz Candle Tins $25
12oz Glass Candles $35
12oz Amber Jars $40
16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!)
**All materials included. You just bring yourself (and your drink of choice).**
**Payments accepted:**
* Credit Card
* Venmo: @Daclaud-Lee
* Cashapp: $DaclaudL
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



























