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Frequently Asked Questions
Yes! Check out google analytics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the google analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find google analytics events near your location here. Connect with your local community and discover events within your area.
Google Analytics Events Today
Join in-person Google Analytics events happening right now
Speed Networking for Business Growth
It's Not What You Know, It's Who You Know or so they say ... your network matters.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
Join us for Speed Business Networking and get matched for quick one to one conversations for accelerated business growth.
**Meet your next client, partner, vendor, investor, and more …**
Every round is about 4 minutes long where each talks for 2 minutes introducing yourself, your business and how you can help and exchange contacts or business cards.
Once you hear the bell ring, you move to the next partner for a new round. New partner, new conversation. It’s fast and fun.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
This is the most efficient networking where you get to meet the highest number of business people in the shortest time possible and explore further ways to collaborate.
Continue to speed network with new matches, and build as many authentic connections as you please 🕺
**Important notes:**
* Please plan to reach at least 15 mins early as we start sharp.
* Allocate time for parking, walking to the venue and finding us.
* People arriving late may not be able to join as it messes up the flow and transitions.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
**Business Connect is a great platform, where you can:**
* Grow your network and business.
* Have great conversations and make new friends.
* Meet your next client, partner, vendor, investor, and more.
**Who should attend?**
* Business owners.
* Business Leaders.
* Industry experts.
*PS. Humble excuse from JOB Seekers.*
**Registration**
✅ RSVP on Meetup.
✅ [Join WhatsApp group (971 55 539 4811)](https://jo.my/business-connect-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
Tuesday Badminton @ Jumeirah (Al Manara Sports Hall) — 8-10 PM
📍 **Venue:** Al Manara Sports Hall, near Onpassive Metro Station *(pick up and drop off available from Onpassive Metro Station) [(Google Maps)](https://maps.app.goo.gl/s3f3BmtB6s3SN4na6).*
We play badminton here every Tuesday, 8-10 PM.
Join our [Join the Al Qouz/Jumeirah Whatsapp Group Here](https://chat.whatsapp.com/KREbzal9A4899L5OzYYsOP)
**👋 First time joining?** [Click here to WhatsApp Sarfaraz (+971551899547)](https://wa.me/971551899547?text=Hey%20Sarfaraz!%20This%20is%20my%20first%20time%20joining%20Badminton%20For%20All%2C%20Dubai.) and confirm your slot.
**📝 Key Info**
This is a group open for players of all levels, nationalities, genders and races.
*Cost per session: 40 AED*
*Duration: Each session lasts 2 hours*
*Equipment: We use feather shuttlecocks; please bring your own racket*
*Slots: Booked on a first-come, first-served basis*
*Play: Players will be rotated around multiple courts and will get games similar to their level of play*
**Late Backout & No-Show Policy**
**We strictly enforce our late backout and no-show rules to ensure smooth operations.** Organising replacements on short notice is difficult and disruptive, especially as our organisers have day jobs. Please be mindful of our policy:
* **RSVP Policy:** Please RSVP for sessions exclusively through the Meetup app. WhatsApp is mainly for regular updates on attendance, timings and last-minute changes. Any requests made via WhatsApp might not be considered for session sign-ups.
* **Late Backouts:** Backing out within 9 hours of the session is considered a late backout. You will be required to pay the session fee in full, even if a replacement is found.
* **No-Shows:** If you fail to show up without notice, you must still pay for the session.
* **Respect for the Organisers:** Our organisers finalise the list the night before or early morning. Last-minute changes mean they need to leave their work to arrange replacements. This affects not just the organisers but the overall experience of the players.
* **Waitlist Responsibility:** If you're on the waitlist and no longer wish to attend, it’s your responsibility to remove your name. We assume that anyone on the waitlist still wants to join the session if a spot opens up.
* **First-Come, First-Serve Basis:** We ensure fairness by adhering to a first-come, first-serve system. Please do not ask for special treatment or last-minute slots outside of this.
**Note: Players may cancel without penalty up to 9 hours before the session. After this time, the session fee applies regardless of waitlist status. Please book and cancel responsibly to avoid disruptions for everyone involved.**
The Social Table: Where great conversations meet great cuisine
Step into a vibrant dining gathering where great people, exceptional cuisine, and effortless conversations come together in a stylish and welcoming setting.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-dubai-foodies)**
Our dining socials are curated experiences bringing together ambitious, curious, and socially intelligent people.
* Stylish setting designed for social energy.
Room full of great and interesting people.
Environment where connections happen effortlessly.
Because the best nights happen when the right people come together.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-dubai-foodies)**
Expect a diverse mix of interesting people including entrepreneurs, ambitious professionals, and creatives.
👥 **Who you’ll meet**
* People who enjoy meaningful conversations.
Individuals open to meeting inspiring personalities.
A socially intelligent and vibrant crowd.
But more importantly, they share something in common: Curiosity, ambition, and great social energy.
**Registration**
✅ RSVP on Meetup.
✅ [Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-dubai-foodies)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Dining 😊
Fit & Fabulous: Fitness Lovers Social & Afterparty
Come for Socializing. Stay for the Music 🎶
Join us for an unforgettable evening, where fitness lovers come together, make new friends and have fun.
Book your game and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-social-meetup)**
This evening offers the perfect blend of socializing and fun, set in a sophisticated venue that embodies style and class.
**💬 Social Mixer: Meet & Connect**
Begin the evening with a social mixer, designed to connect fitness enthusiasts, trainers, wellness professionals, and industry influencers.
Whether you're looking to exchange ideas, find workout buddies, or discuss the latest industry trends, this event is your gateway.
Book your game and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-social-meetup)**
**🎶 Afterparty & Live DJ Performance**
As the night progresses, ease into party mode with the dynamic beats of live DJ. Let loose, dance the night away, and enjoy the afterparty.
From smooth lounge music to high-energy tracks, the DJ will create an irresistible ambiance that keeps the energy flowing and the dance floor alive.
Book your game and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-social-meetup)**
**👔👗 Dress Code: Elegant & Party**
Embrace the occasion with your most stylish and sophisticated outfit. Gentlemen, opt for sharp smart casual wear.
Ladies, dazzle in chic dresses or elegant evening attire. Let your fashion reflect the elegance of the evening.
**Join an evening where nobody left behind, stand on side or feels lonely.**
Let new friendship flourish and celebrations abound. Socialize, make new friends and enjoy the vibrant energy of the evening in a beautiful and elegant setting.
**[=== <<< REGISTER NOW >>> ===](https://jo.my/mix-mingle-meetup)**
Dress your best for a fun evening at the best venues in Dubai and get ready to pose for an #instaphoto 📷
**How many people attend?**
We get 100 people on average in all our events and invite our members on Meetup and other platforms.
Members of other groups who RSVP are included as guests to give an idea of expected numbers.
**Registration**
✅ RSVP on Meetup.
✅ [Complete your registration HERE](https://jo.my/mix-mingle-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Socializing 😊
The Social Soirée: Eat, Drink & Dance the night away!
Come for Socializing. Stay for the Music 🎶
Socialize, meet new people, make friends, before easing into party mode for a night of fun and dancing.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-social-meetup)**
**💬 Social Mixer: Meet & Connect**
Begin the evening by mingling with like-minded people in a sophisticated setting. Engage in meaningful conversations, have fun and make new friends.
Take advantage of the relaxed atmosphere to make new friends or enjoy with your existing ones. Whether you're looking to share experiences, or simply enjoy engaging conversations, this social is the perfect place for you.
**🎶 Afterparty & Live DJ Performance**
As the night progresses, ease into party mode with the dynamic beats of live DJ. From smooth lounge music to high-energy tracks, the DJ will create an irresistible ambiance that keeps the energy flowing and the dance floor alive.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-social-meetup)**
Let loose, dance the night away, and enjoy the afterparty. Sip on expertly crafted cocktails in an elegant venue with the infectious energy of the DJ, ensures a night to remember.
**👔👗 Dress Code: Elegant & Party**
Embrace the occasion with your most stylish and sophisticated outfit. Gentlemen, opt for sharp smart casual wear.
Ladies, dazzle in chic dresses or elegant evening attire. Let your fashion reflect the elegance of the evening.
**Join an evening where nobody left behind, stand on side or feels lonely.**
Let new friendship flourish and celebrations abound. Socialize, make new friends and enjoy the vibrant energy of the evening in a beautiful and elegant setting.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-social-meetup)**
Dress your best for a fun evening at the best venues in Dubai and get ready to pose for an #instaphoto 📷
**How many people attend?**
We get 100 people on average in all our events and invite our members on Meetup and other platforms.
Members of other groups who RSVP are included as guests to give an idea of expected numbers.
**Registration**
✅ RSVP on Meetup.
✅ [Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-social-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Social 😊
Bailamé Tuesday Latin Night
your midweek Latin fix 🤩 - Every Tuesday starting at 10PM and ending at 3AM
Let’s dance the night away to the charming tunes of Latin & Afro music while enjoying a drink or a bite with friends and peers in the outstanding venue - Twenty Rooftop Bar at Movenpick Grand Plaza, Dubai.
Take advantage of the special offers on food & drinks
Organized by MOOVnation
Tuesday DIP Badminton Session Baseline Sports DIP 8-10PM
**New participants are required to contact WhatsApp at 0501497147 before signing up for the event to confirm their slot.**
Badminton Active group plying every Tuesday 8-10 PM baseline sports DIP Jabal Ali
Cost will be AED 45
/- Per person including court rent with premium feather shuttle
New plyers confirm your slots through WhatsApp ( Rensin +971501497147)
No cancellations are allowed within 24 hours of the scheduled game time and full payment is required regardless of the reason for cancellation.
Join WhatsApp Group:
https://chat.whatsapp.com/CqGaIb53w6f6q5PUTd166y
Google Analytics Events This Week
Discover what is happening in the next few days
Women Only - Friends For Event
**Some basics to start**
Women we are going to introduce this, we may do a women-only version, but generally we are telling women instead of women-only, just do tag a person into the event. We are releasing a simple web version to test this. Can women be early adopters?
[https://chat.whatsapp.com/EaFzeakk5qn3RQGIcnTltA?mode=gi_t](https://chat.whatsapp.com/EaFzeakk5qn3RQGIcnTltA?mode=gi_t)
**Important** we are seeing early event mostly women are selected, which means you will show up to an event where women are in majority.
women set up your profile here, if you want mostly women at the event then just tag other women. [https://eseek.app](https://eseek.app)
📩 Invite System (Tag-A-Person in)
Events are shared through a “tag a person” invite system.
Only tagged users receive event details.
🎟️ Arrival Check-In
On the night of the event, users press a Check-In button when they arrive.
Everyone who checks in is added to a live attendee list.
👥 Friend Matching
After check-in, each person is automatically assigned 1–3 potential friends from the attendee list.
🧑🤝🧑 Personal Board Posting
Users post on their personal board:
👗 What they’re wearing
📍 Where they are sitting/located in the venue
🔍 Find & Connect
Assigned matches can view posts to:
Identify each other
Find each other in real life
Form groups naturally
⚖️ Self-Regulated Attendance System
No host is required.
Access is controlled through tagging and invites.
♀️ Gender Balance Mechanism
Women are encouraged to confidently tag other women.
This helps increase female participation and maintain a balanced (or women-majority) ratio.
📱 MVP Mobile Test
The concept is being built as a simple mobile version for initial testing.
🚫 No-Host Reality Check
Free events where a host is expected to show up and spend all their time organizing and managing large groups of idiots is not something we are supporting - if you want free - this is what you get, I suggest you embrace it.
Mandatory UAE E-Invoicing 2026: What Every Business Needs to Know
Join us for a focused event hosted by by [Khalid Radi](https://www.linkedin.com/in/khalid-radi89/?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8QBpI66re7E3iLtX9FpQEX7yr6AGczXbLz2o2pDCEYKEYGk-WQ17sSU_tbVifYtfiHPU8G) ,CEO of [mazeed](https://mazeed.com/?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8QBpI66re7E3iLtX9FpQEX7yr6AGczXbLz2o2pDCEYKEYGk-WQ17sSU_tbVifYtfiHPU8G) on the latest compliance updates in the UAE.
We’ll take a close look at the upcoming e-invoicing rollout and what it really means for businesses operating here. You’ll learn how it will affect your day-to-day operations and the practical steps you can take to prepare and stay compliant.
Whether you’re a small business owner or part of a larger company, this session will give you clear, actionable insights to help you navigate the changes smoothly.
Date With Purpose | Women Curate & Select
Women going on 1:1 dates, endless swiping, time consuming, expensive, not-safe.
Going to a curated singles tag & be tagged events, less restrictive then swiping, but **curation is real!**
This is where you view profiles and select people for our next event. [https://eseek.app/singles/](https://eseek.app/singles/)
[https://chat.whatsapp.com/EaFzeakk5qn3RQGIcnTltA?mode=gi_t](https://chat.whatsapp.com/EaFzeakk5qn3RQGIcnTltA?mode=gi_t)
Singles yacht party [https://eseek.app/yachtparty/](https://eseek.app/yachtparty/)
**Follow us at** [https://www.instagram.com/eseek_travel_app/](https://www.instagram.com/eseek_travel_app/)
Use Bolt to get to the event, Careem is a major rip off, FYI.
Women you are familiar with this concept? Tag & be tagged, to get access to the event.
This means no more events full of men, you would never be interested in, we are pushing things in the right direction.
Higher gender balanced, more curation of attendees, more women in attendance. Join our experiment, and meet our local host Zeinab who will be there to host.
What's the location? Simply tag and be tagged, get a decent profile and bio, and we will see you at our next curated singles event.
Building No Code Application Challenge
**🚀 Build Your Own AI App — Live Challenge at in5**
Ready to move from *learning AI* to actually **building with it**?
Join us for a high-energy, hands-on **AI Build Challenge**, hosted by **Decoding Data Science in partnership with in5**, where you’ll collaborate in small teams to create your own **AI-powered application** all within one session.
No heavy coding required. Just ideas, creativity, and the right tools.
***
**💡 What to Expect**
This is not your typical workshop. We keep the theory short and jump straight into *building*.
You’ll:
* Team up with fellow founders, builders, and AI enthusiasts
* Turn a simple idea into a working AI prototype
* Experiment with low-code / no-code AI tools
* Demo your project and get feedback from the community
***
**⚙️ How It Works**
* Quick intro to AI app-building fundamentals
* Team formation + challenge brief
* **Live build sprint (the fun part!)**
* Rapid demos + peer learning
* Key takeaways to continue your AI journey
***
**🌟 Why Join**
Whether you're a founder, professional, student, or just AI-curious — this session is designed to help you:
* Go from **idea → prototype**
* Gain **hands-on AI experience**
* Learn by doing (not just watching)
* Connect with like-minded builders
***
**🏆 Bonus**
Top teams may unlock **exclusive prizes & learning access**🎁
***
**Event Details**
📅 14th May 2026
🕕 6:00 PM onwards
📍 in5 Tech Multifuntional Hall
***
**👥 Who Should Attend**
Open to **innovators, startup founders, teams, and external guests** curious to explore AI in a practical way.
***
Come build, experiment, and showcase what you can create all in one evening ⚡
Rapid Connections Experience 🔥
It's Not What You Know, It's Who You Know or so they say ... your network matters.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
Join us for Speed Business Networking and get matched for quick one to one conversations for accelerated business growth.
**Meet your next client, partner, vendor, investor, and more …**
Every round is about 4 minutes long where each talks for 2 minutes introducing yourself, your business and how you can help and exchange contacts or business cards.
Once you hear the bell ring, you move to the next partner for a new round. New partner, new conversation. It’s fast and fun.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
This is the most efficient networking where you get to meet the highest number of business people in the shortest time possible and explore further ways to collaborate.
Continue to speed network with new matches, and build as many authentic connections as you please 🕺
**Important notes:**
* Please plan to reach at least 15 mins early as we start sharp.
* Allocate time for parking, walking to the venue and finding us.
* People arriving late may not be able to join as it messes up the flow and transitions.
**[=== <<< REGISTER NOW >>> ===](https://jo.my/speed-networking-meetup)**
**Business Connect is a great platform, where you can:**
* Grow your network and business.
* Have great conversations and make new friends.
* Meet your next client, partner, vendor, investor, and more.
**Who should attend?**
* Business owners.
* Business Leaders.
* Industry experts.
*PS. Humble excuse from JOB Seekers.*
**Registration**
✅ RSVP on Meetup.
✅ [Complete your registration HERE](https://jo.my/speed-networking-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
The Curated Connections Experience ⚡
It's Not What You Know, It's Who You Know or so they say ... your network matters.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
Join us for Speed Business Networking and get matched for quick one to one conversations for accelerated business growth.
**Meet your next client, partner, vendor, investor, and more …**
Every round is about 4 minutes long where each talks for 2 minutes introducing yourself, your business and how you can help and exchange contacts or business cards.
Once you hear the bell ring, you move to the next partner for a new round. New partner, new conversation. It’s fast and fun.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
This is the most efficient networking where you get to meet the highest number of business people in the shortest time possible and explore further ways to collaborate.
Continue to speed network with new matches, and build as many authentic connections as you please 🕺
**Important notes:**
* Please plan to reach at least 15 mins early as we start sharp.
* Allocate time for parking, walking to the venue and finding us.
* People arriving late may not be able to join as it messes up the flow and transitions.
**[=== <<< REGISTER NOW >>> ===](https://jo.my/speed-networking-meetup)**
**Business Connect is a great platform, where you can:**
* Grow your network and business.
* Have great conversations and make new friends.
* Meet your next client, partner, vendor, investor, and more.
**Who should attend?**
* Business owners.
* Business Leaders.
* Industry experts.
*PS. Humble excuse from JOB Seekers.*
**Registration**
✅ RSVP on Meetup.
✅ [Complete your registration HERE](https://jo.my/speed-networking-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
High-Level Speed Networking 🚀
It's Not What You Know, It's Who You Know or so they say ... your network matters.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
Join us for Speed Business Networking and get matched for quick one to one conversations for accelerated business growth.
**Meet your next client, partner, vendor, investor, and more …**
Every round is about 4 minutes long where each talks for 2 minutes introducing yourself, your business and how you can help and exchange contacts or business cards.
Once you hear the bell ring, you move to the next partner for a new round. New partner, new conversation. It’s fast and fun.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/business-connect-meetup)**
This is the most efficient networking where you get to meet the highest number of business people in the shortest time possible and explore further ways to collaborate.
Continue to speed network with new matches, and build as many authentic connections as you please 🕺
**Important notes:**
* Please plan to reach at least 15 mins early as we start sharp.
* Allocate time for parking, walking to the venue and finding us.
* People arriving late may not be able to join as it messes up the flow and transitions.
**[=== <<< REGISTER NOW >>> ===](https://jo.my/speed-networking-meetup)**
**Business Connect is a great platform, where you can:**
* Grow your network and business.
* Have great conversations and make new friends.
* Meet your next client, partner, vendor, investor, and more.
**Who should attend?**
* Business owners.
* Business Leaders.
* Industry experts.
*PS. Humble excuse from JOB Seekers.*
**Registration**
✅ RSVP on Meetup.
✅ [Complete your registration HERE](https://jo.my/speed-networking-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
Google Analytics Events Near You
Connect with your local Google Analytics community
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
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.
Quarterly Community Gathering
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)
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
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 PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
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






















