DevOps
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Frequently Asked Questions
Yes! Check out devops events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the devops events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find devops events near your location here. Connect with your local community and discover events within your area.
DevOps Events Today
Join in-person DevOps events happening right now
Creativity Circle: Paper Flowers & Flower Crowns
**This month’s Creativity Circle is very timely. We will be making our own craft flowers out of paper, coffee filters, popsicle sticks, sparkles, cupcake liners, pipe cleaners and more! All ages welcome, show up as you can, bring a friend or a few if you would like to! Excited to see you there! Seats Limited. Held at the Westerville Public Library Meeting Room B.**
Early Dinner At O'Charley's
Enjoy a nice day out for early dinner. No over-the-top expensive Mother's day hoopla stuff. Just good eats.
Detroit Interactive Virtual Speed Dating Locals
💌 **Online Speed Dating for Detroit Singles — Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time — works on any device, no downloads needed.
3. Meet Detroit singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after — take it forward at your own pace.
🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
DevOps Events This Week
Discover what is happening in the next few days
Columbus Authentic Singles Virtual Speed Dating
💌 **Online Speed Dating for Columbus Singles — Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time — works on any device, no downloads needed.
3. Meet Columbus singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after — take it forward at your own pace.
🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
Indianapolis Faceless Online Speed Dating Event
**🎊 Zoom Speed Dating for Indianapolis Locals from Home**
In each session, you'll move through private one-on-one video rounds with Indianapolis people in your age bracket who match your profile, with someone hosting live from start to finish.
When booking your spot, you take a quick personality and preferences survey — those results are used to match you with Indianapolis people who are actually compatible, so the format works harder than any dating app.
When it is all over, we send mutual match results — with privacy guaranteed for all non-mutual picks — and everything that follows is on your schedule.
**Age groups — click yours to register:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=collective-of-singles-planning-dinner-parties&ar=18-32&face_v=3.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=collective-of-singles-planning-dinner-parties&ar=30-46&face_v=3.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=collective-of-singles-planning-dinner-parties&ar=40-58&face_v=3.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=collective-of-singles-planning-dinner-parties&ar=55+&face_v=3.0)
**⚠️ RSVP is not enough:** Rsvping on meetup does not confirm your spot at the event, so follow the age group link above, register, and complete the personality quiz to lock in your spot — numbers are intentionally limited so register early, and only the combination of both confirms your attendance.
---
**The breakdown**
1. **Register** – through the link corresponding to your age range, then complete the personality assessment, because registration closes once spots fill.
2. **Log on** – by opening the session link at the right time, works on any device without requiring a download, and from there a live host guides everything.
3. **Start the rounds** – brief timed one-on-one chats with Indianapolis singles curated for you by age and personality, as the host signals each transition calmly and clearly, knowing the matching already happened before you got on Zoom.
4. **Discover your matches** – mutual selections are shared privately once the evening wraps, with contact info only shared when both of you said yes, and from there you call every shot.
**Ideal if you are:**
- Someone near Indianapolis who have had enough of apps that waste evenings for no return and are ready for something that feels natural.
- Professionals from the Indianapolis area moving on from dating apps that go nowhere and want actual face-to-face conversation.
- Someone in the Indianapolis area moving beyond apps that waste evenings for no return and are ready for a genuine first impression.
- Members calling Indianapolis home who have given up on profiles instead of real people and are looking for real connection.
- Daters from around Indianapolis moving beyond shallow connections that never lead anywhere and want to talk to real people tonight.
**The Basics**
- **Format:** Real-time via a live video call centred on focused one-on-one video dates, age and personality sorted before the event begins.
- **Where:** Fully remote — on whatever device you prefer, no special equipment — just a device with a camera and internet, and wherever you feel at ease is effectively your venue.
- **Host:** A professional host handles everything so you just show up and enjoy, meaning you never have to think about the format — every transition and every call to move on is handled.
- **Vibe:** Welcoming private Zoom chats with real people from Indianapolis not filtered profiles, and the format itself removes most of the pressure.
- **Duration:** Total time is around 75 minutes or so across all rounds, and you will barely notice the time.
💡 **Tip:** clear your background or find a tidy corner, so the rounds feel natural from the very start, since small prep leads to a noticeably better experience.
---
✨ One Zoom call, real conversations, real matches — grab your spot above and the evening takes care of itself tonight. Can not wait to see you there. 🕊️ ✨
Cleveland Online Speed Dating Verified Locals
💌 **Online Speed Dating for Cleveland Singles — Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time — works on any device, no downloads needed.
3. Meet Cleveland singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after — take it forward at your own pace.
🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
Journey: Hiking the Highlands in Scotland 2026
*We can only take 13 women on this trip.*
**The details...**
Immerse yourself in the wild splendor of Scotland on this exclusive **women’s 8-day hiking** adventure.
Misty moors, heather-clad hillsides, verdant glens, and ancient castles steeped in folklore will fill your camera roll by the end of this trip.
***Learn more about this all women journey here: [Highlands](https://www.boldspirittravel.com/journeys-1/hiking-highlands-scotland-2026)***
**A guided adventure:**
Guided by experienced locals, explore the untamed hills of Glencoe and the Cairngorms during invigorating day hikes. Each evening, unwind and reflect on the day’s experiences, forging friendships and savoring Highland hospitality.
This is more than a hiking trip.
It’s an opportunity to immerse yourself in Scotland’s rich history and traditions. Learn about women-led crofts and take a loch plunge while wild swimming (followed by a steamy sauna).
**What to expect...**
* Hike in Scotland’s rugged Highlands and experience green Glencoe.
* Visit a medieval castles and historic stone villages.
* Soak up the history of Edinburgh’s city center.
* Indulge in delicious and plentiful Scottish cuisine, including fresh seafood, local beer, and hearty breakfasts.
* Traverse heather-clad landscapes while giving your body a good workout. (You must train for this trip.)
* Enjoy restorative stays at beautiful hotels.
**Wait, there's more...**
* Bask in the beauty of the Cairngorms.
* Hike with other Bold Spirit women who love to travel as much as you do.
* Learn about rewilding and women-led crofting.
* Shop along the cobblestone streets of Edinburgh.
* Take the plunge into a loch for wild swimming and a shoreline sauna experience.
* Stretch both your mind and hamstrings on this special journey.
The best part? Our team **takes care of the logistics** so you can focus on enjoying a much needed vacation in beautiful Scotland.
Are you ready to meet other women who love to hike and travel, plus see Scotland with professional guides?
***Learn more about this all women tour here: [2026 Hiking the Highlands Journey](https://www.boldspirittravel.com/journeys-1/hiking-highlands-scotland-2026)***
* Ask us questions here: [Tell me more about this trip](https://www.boldspirittravel.com/contact)
* Learn about Bold Spirit Travel [here](https://www.boldspirittravel.com/about).
* Rates start at $6195
Cincinnati Virtual Speed Dating Authentic Locals
💌 **Online Speed Dating for Cincinnati Singles — Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time — works on any device, no downloads needed.
3. Meet Cincinnati singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after — take it forward at your own pace.
🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
DevOps Events Near You
Connect with your local DevOps 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
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.
Building Momentum: From Ambiguity to Execution
**Building a great product is one thing—building momentum behind it is another.**
Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations.
In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
You’ll walk away with insights on how to:
* Build and sustain momentum across teams
* Adapt to changing priorities without losing direction
* Scale products thoughtfully in complex environments
Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward.
Come connect, learn, and swap stories with fellow product professionals.
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Food and drinks will be provided by Switchbox, our generous host.
Free parking will be available at the front and back sides of the Switchbox Office.
Game Dev Meetup (@Improving In-Person)
PLEASE NOTE!!!
This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch.
All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing).
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On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends.
All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here:
[https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams)
(Also please do subscribe if you have not done so!)
No game development experience required!
If you are interested in doing a 20 minute game development related presentation, please fill out our form online here:
[https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1)
Or e-mail us at info@thecogg.com
with the following:
Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact.
Be sure to check out our Discord for real time news updates:
[https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)
CBusData - Practical AI for Power BI Developers
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.
Evolve Elite: Hilliard Chapter
Evolve exists to connect women entrepreneurs connect with one another, serve one another, and help one another overcome challenges in marketing, sales, networking, and professional development.
**[Add to Calendar](https://www.evolvewomensnetwork.com/columbus-oh.html)**
**What to Expect:**
\~ Welcome team to greet you, introduce you to others, and make sure you feel a part of the group from your very first meeting
\~ Welcome & Introductions: 15 second introductions
\~ 15 Minute Speaker Spotlight: Member speaker who shares a bit of her story, how she got to doing what she does, and a tangible tip she uses to gain success in her business. No hard selling...no expectations. Simply giving the group an opportunity to get to know her and her journey.
\~ 20 Minute Break Out Sessions: Small groups is where we connect best. Extroverted and Introverted alike get the opportunity to share on a deeper level and learn from one another.
\~ Take Aways: Hear what the other groups talked about and share resources to grow yourself and your business
\~ Grow Time!: Do you need a specific connection to a person, company, or industry? Share it with us! We love to open our networks to one another and grow together!
Guests are always welcome. Please contact Mentor Director Donna Schomer at Donna@EvolveWomensNetwork.com for more information. We'd love to meet you!
Building Agents with Microsoft Agent Framework
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.




























