Performance Monitoring
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Frequently Asked Questions
Yes! Check out performance monitoring events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the performance monitoring events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find performance monitoring events near your location here. Connect with your local community and discover events within your area.
Performance Monitoring Events Today
Join in-person Performance Monitoring events happening right now
Dubai AI Meetup
**What this is about?**
This is a meetup group focused on AI. We meet every Saturday at 7:30pm at DIFC.
Usually there are up to 30 people from different backgrounds, such as AI programmers, rocket engineers, physicists, marketing, designers, investors... But it's also meant for people who have no background in AI and are looking for more insight. This is a very casual group for everyone, no presentations, you can pitch your AI business idea or discuss your favorite Terminator movie.
We meet at the Stage Area (next to S&C Music, see directions https://imgur.com/a/QIvYOvT ) above the Carrefour market at DIFC, just look for a group of people there without board games (if you see board games, that's another group). The group is free and there is no requirement to buy anything. There is free wifi.
📣 WhatsApp group for event updates (only mods can post):
[https://chat.whatsapp.com/JjrVIJyxHbe9fUWoGLaJsZ](https://chat.whatsapp.com/JjrVIJyxHbe9fUWoGLaJsZ)
📍To get there:
🚇 Metro Station: Financial Centre Metro Station, 5 minutes walk, look for the Financial Centre exit sign.
🚗 Parking Options: Gate Avenue Parking is unfortunately under construction.
Other options: Gate District Building 2: free underground parking from 6 pm onwards. \* Street Parking near Ritz Carlton: This is a paid parking option, conveniently located. \* Gate Avenue Open Parking: Present a purchase receipt for 4 hours of complimentary parking.
💡 **Note**: *You might see a few other Meetup pages with similar names - this one’s run by the folks actually hosting the weekly meetups and building the in-person community you’ve seen at DIFC.*
*PS: We occasionally take group photos to capture good vibes and community spirit, by attending you're comfortable with casual group photos - feel free to step aside if you don't wish to be in them*
Moneymind Cashflow Community (MCC)
Hello Friends,
**Are you feeling the weight of financial uncertainty?**
Does the idea of building a secure future feel overwhelming, like an impossible climb?
Are you dreaming of a life where money works for you, instead of the other way around?
You're not alone.
**Money is rarely about money**. **Money** is all about **behaviour**. **Your habits, thoughts and feelings about money** are going to determine how you manage your money.
Many of us carry the burden of financial worry, the constant pressure to make ends meet, and the longing for a life where we can breathe easier.
We dream of a **future where money doesn't dictate our choices**, where we have the **freedom to pursue our passions** and **spend time with the people we love**.
But the path to financial freedom can seem shrouded in mystery, filled with complex jargon and risky ventures.
**Imagine**, though, **a space where you can learn**, **grow**, and **connect** with others who understand your journey.
A space where you can **explore financial strategies** in a safe, supportive and even enjoyable way.
Introducing **the Moneymind Cashflow Community in Dubai**
**Why Join and Play the Cashflow Game?**
· **Play and Learn**: Experience a fun and engaging way to boost your financial literacy which will help you to improve your relationship with money.
· **Gain insights into your money behaviour (a.k.a emotions)** and learn to make informed decisions.
· **Learn Through Experience**: Step away from abstract theories and immerse yourself in a dynamic and exciting learning environment.
· **Discover Practical Strategies**: Escape the "Rat Race" by learning how to navigate real estate, business and the stock market and build your passive income.
· **Build Meaningful Connections**: Connect with a community of like-minded individuals who share your aspirations for financial security and freedom.
· **Boost Confidence**: As you gain more knowledge and experience by playing the game, you'll build confidence in managing your money and pursuing your financial goals, contributing to your personal growth and self-assurance.
· **Enhance Critical Thinking**: You will develop your problem-solving and decision-making skills by facing real-world financial scenarios and different situations, enhancing your ability to think strategically when it comes to how you manage your money.
**Event Details:**
· **Location**: The Bureau Business Centre, Gold & Diamond Park, Building 6.
· **Timing**: Saturday at 2pm -5pm (Limited seats available, please book promptly and in
· **Cost**: AED 45 (please bring cash only).
· **Parking**: Free parking is available inside Gold & Diamond Park on Saturdays from 6pm-9pm.
· **Important**: Due to limited capacity, confirmation is essential at least 24 hours prior the game session if not before to secure your spot on the table.
**Meet the Moneymind Cashflow Community Organizer:**
Hosted by Ahmed Abdulla, **a Corporate Trainer**, **Mindset Coach & Mentor** and **Mastermind Group Lead**, this event and meet up offers a valuable opportunity to **cultivate both your financial education and personal development within a supportive community**.
To get all future group updates on the Moneymind Cashflow Community Dubai events and activities please do join the following silent WhatsApp group - [https://chat.whatsapp.com/CtAQXbfEivl1UxEMZgctoc](https://chat.whatsapp.com/CtAQXbfEivl1UxEMZgctoc)
**Here is What You Need To Do Next:**
Whether you're an experienced investor **in real life** or just beginning your financial **learning** journey, **the** CASHFLOW® **game** provides **YOU** a platform to learn, grow and empower yourself.
Moneymind Cashflow Community (MCC)
Glamorous Afterwork: Business Social & Mingling
Come for Networking. Stay for the Music 🎶
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/whatsapp-group-meetup)**
Connect with business owners, leaders and industry experts in a friendly and fun environment 🤝🏻
**Join an evening where nobody left behind, stand on side or feels lonely.**
Have a friendly chat while sipping your favorite drink, and still make meaningful business connections.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-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.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-meetup)**
**Glamorous Afterwork 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/whatsapp-group-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
Psychology of Money - Morgan Housel
Thanks for joining the Money Minds meetup group.
If you would like to be the first to know whenever a new event is announced, please join our whatsapp group using the link;
[https://chat.whatsapp.com/DPbMfZndPooGHSxFCLCKHg](https://chat.whatsapp.com/DPbMfZndPooGHSxFCLCKHg)
The Psychology of Money by Morgan Housel explores the unique and often overlooked role of human behavior and psychology in financial decision-making. Housel argues that financial success isn't solely determined by mathematical or economic principles, but also by how we, as individuals, perceive and react to money. This perspective challenges the conventional wisdom that financial success is solely a matter of making the "right" decisions based on market trends and economic theories.
Housel emphasizes the importance of understanding the emotional and psychological aspects of money, which are often ignored in traditional financial education. He highlights the significant impact of personal biases, the role of luck and risk, and the human tendency to overestimate our abilities to predict the future. The book stresses the value of long-term financial planning and the importance of saving money for future needs, rather than focusing solely on short-term gains.
The Psychology of Money also delves into the concept of "enough," suggesting that financial contentment is crucial for long-term happiness and success. It encourages readers to think critically about their financial goals and the true value of money in their lives.
Saturday DIP Badminton Session Baseline Sports DIP 7-9PM
**New participants are required to contact WhatsApp at 0501497147 before signing up for the event to confirm their slot.**
Badminton Active group plying every Saturday 7-9 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
Short stories, Big conversations
Love stories, but never find the time to read?
Always wanted to start reading but don’t know where to begin?
**A Few Good Pages** is a weekly short story circle where we slow down, read together, and have thoughtful relaxed discussions.
No pressure, No prep!
We meet **every Saturday** to read and discuss **one or two short stories**—quick reads that stay with you.
Whether you’re a **wannabe reader** looking to get started, a **busy book lover** who wants to rebuild reading habit, or someone who enjoys **sharing perspectives on a great story**, you’ll fit right in.
You don't need to prepare anything in advance - Just show up.
Over the past year, we've read and discussed over **200+ short stories,** building a warm, reflective community that values attention, curiosity and consistency.
Join our WhatsApp Group for updates:
https://chat.whatsapp.com/IpIMc6c87W49FJIg1cRDJk?mode=hqrt2
**Cost & Membership**
* First session : **Free**
* Drop in : AED 30 per session
* Membership options available for those who want to build a consistent reading habit.
**Location**
Location : L'eto Cafe, 1st floor, Mall of Emirates (D7 is the closest parking Entrance)
Please update the RSVP if there's any change in your plans :-)
Come for the stories, stay for the discussions!
Network After Hours: Conversations, Drinks, and Energy 🥂💼
Come for Networking. Stay for the Music 🎶
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 (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup)**
Connect with business owners, leaders and industry experts in a friendly and fun environment 🤝🏻
**Join an evening where nobody left behind, stand on side or feels lonely.**
Have a friendly chat while sipping your favorite drink, and still make meaningful business connections.
Register and get more details!
**[Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-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.
Register and get more details!
**[Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup)**
**Glamorous Afterwork 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/whatsapp-group-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
Performance Monitoring Events This Week
Discover what is happening in the next few days
♟ Business Chess & Backgammon Dubai
### **This is not a public event.**
On April 5, we’re gathering a **small, curated circle** of entrepreneurs, founders, and professionals in Dubai.
No mass invites.
No open access.
No random crowd.
**Why people come**
Because most networking events don’t work.
Too loud.
Too superficial.
Too many people who shouldn’t be in the room.
We do it differently.
**What happens here**
No pitches.
No сцен.
No forced conversations.
Only a carefully selected group
where connections happen naturally —
through presence, not performance.
**Chess & backgammon?**
Just an excuse.
The real value is the room.
And who is sitting across from you.
**Event details**
📅 April 5
🕖 19:00–22:00
📍 Dubai (location shared after confirmation)
💎 Limited capacity
🔒 Approval required
**Contribution**
💎 **100 AED — charitable contribution**
This is not a ticket.
It’s a filter.
It ensures the right people in the room.
**Important**
We do not aim for quantity.
We protect the quality of the circle.
Once the list is full — registration closes.
**If you feel this is for you — apply now.**
**If you hesitate — it’s probably not.**
Glamorous Afterwork: Business Meet & Social
Come for Networking. Stay for the Music 🎶
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/whatsapp-group-meetup)**
Connect with business owners, leaders and industry experts in a friendly and fun environment 🤝🏻
**Join an evening where nobody left behind, stand on side or feels lonely.**
Have a friendly chat while sipping your favorite drink, and still make meaningful business connections.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-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.
Register and get more details!
**[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-meetup)**
**Network After Work 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/whatsapp-group-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
Saturday advanced+ badminton @ Al quoz (Baseline sports academy) 7-9pm
**Note: This is an invite-only session.**
**👋 Are you an advanced player?** Kindly add your name to the waitlist, and [click here to WhatsApp Sarfaraz (+971551899547)](https://wa.me/971551899547?text=Hey%20Sarfaraz!%20This%20is%20my%20first%20time%20joining%20Badminton%20For%20All%2C%20Dubai.) to confirm your slot.
📍 **Venue:** Baseline Sports Academy, Al Quoz *[(Google Maps)](https://maps.app.goo.gl/KvyZpc9AFR4pDZNCA)*.
We play **advanced** badminton here every Saturday, 7-9 PM.
**📝 Key Info**
This session is open for intermediate and advanced players of all 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.**
Tech Industry Night: Business Meet & Afterparty
**Come for Networking. Stay for the Music 🎶**
Join us for an unforgettable evening where innovation meets elegance at our exclusive Tech Industry Night.
**[Join WhatsApp group (Click on Mobile)](https://jo.my/tech-whatsapp-meetup)**
Network with fellow tech enthusiasts, entrepreneurs, and industry leaders in a sophisticated setting before transitioning into a lively afterparty with a live DJ.
**🏛️ Elegant Networking**
Step into an ambiance of sophistication and style as we gather in a stunning venue designed to inspire.
Enjoy the perfect backdrop for meaningful conversations and professional connections with some of the brightest minds in the tech industry.
**[REGISTRATION HERE IS MANDATORY](https://jo.my/tech-event-meetup)**
**🤝 Connection Opportunities**
Engage in stimulating discussions, share insights, and exchange ideas with fellow tech community members.
Whether you're looking to find potential collaborators, seek advice, or explore new opportunities, this event is tailored to foster valuable relationships.
**📸 Photo Opportunities**
Capture the essence of the evening with professional photo opportunities set against elegant backdrops.
Document your night of networking and celebration with fellow tech enthusiasts.
**[Join WhatsApp group (Click on Mobile)](https://jo.my/tech-whatsapp-meetup)**
**🎧 Afterparty with Live DJ**
As the evening progresses, transition seamlessly from professional networking to party mode.
Our live DJ will set the stage with an electrifying mix of music, ensuring the dance floor stays vibrant and energetic. Celebrate the connections made and enjoy the night in full swing.
**👔👗 Dress Code: Smart Casual**
Reflect the event's blend of professionalism and relaxation with smart casual attire.
Feel confident and comfortable as you network and dance the night away.
**[REGISTRATION HERE IS MANDATORY](https://jo.my/tech-event-meetup)**
**Join us for a night where technology, networking, and celebration converge in an elegant setting.**
Whether you're looking to expand your network, find inspiration, or simply enjoy a sophisticated evening with fellow tech enthusiasts, Tech Industry Night is the event for you.
We look forward to welcoming you to a night of innovation and celebration!
**[=== <<< REGISTER NOW >>> ===](https://jo.my/tech-event-meetup)**
**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/tech-event-meetup)
*Just like any event, slots are limited. RSVP and complete your registration at the earliest.*
Happy Networking 😊
📍 **Get location map and parking instructions**
[Join our WhatsApp group (Tech Industry Meetup)](https://jo.my/tech-whatsapp-meetup)
👨👧👦 **Meet community members**
[Join our Facebook group (Cocktails & Connections)](https://www.facebook.com/groups/cocktailsnconnections)
**Check our events #InstaPhotos**
[📷 Follow us on Instagram (@cocktails.connections)](https://www.instagram.com/cocktails.connections/)
Saturday Badminton @ 7-9 pm Xtra sports Sharjah🏸🌟
Join us for an exciting Doubles Badminton Fun Night at **Xtra Sports Sharjah.** Whether you are a seasoned player or new to the game, this event is perfect for everyone looking to have a great time on the court. Meet fellow badminton enthusiasts, improve your skills, and enjoy some friendly competition in a social and welcoming environment.
**Plying every saturday at 7-9 pm Xtra sports academy Sharjah.**
**Cost will be AED 40/- Per person including court rent , premium feather shuttle and average 8 games will get every plyers.**
**New plyers must confirm your slots through WhatsApp ( Rensin +971 501497147)**
**Note: No cancellation on game day and full payment is applicable if any cancellation on game day**
**Join WhatsApp Group ; [https://chat.whatsapp.com/GUlBTloYtkrGVLb2ljK1ZV](https://chat.whatsapp.com/GUlBTloYtkrGVLb2ljK1ZV)**
This event is ideal for those who enjoy social sports, staying active, and connecting with like-minded individuals. Whether you are a singles or doubles player, come and experience a fun-filled evening of healthy living through exercise and sports. Don't miss out on this opportunity to mingle with new friends, network, and have a blast playing indoor badminton. Let's make this a memorable night of sports, recreation, and social bonding!
Decoding Podcasts: The Netflix Culture Code That Changed Entertainment Forever
We’ll be listening to a selected podcast /talk beforehand and then gathering to discuss, dissect, and share insights with like-minded people about the episode.
Whether you’re actively working on your listening skills, love learning through podcasts, or simply enjoy exploring topics around design thinking, productivity, art, and culture, we are more than happy to have you.
This week we will be discussing a talk given by Dr.Kawai, a Japanese architect :
[Reed Hastings : The Netflix Culture Code That Changed Entertainment Forever](https://www.youtube.com/watch?v=SmZzcV0a2CY)
\*Please note that RSVP’ing and listening to the podcast is mandatory before attending. Walk ins will not be allowed.
Services To Avoid In Dubai
**Is it time to delete certain apps?** *The top 5% of dubai have made a fortune off the suffering of others, are these businesses we really want to support?* When choosing which products and services to use in Dubai, it’s worth considering the damage they are doing to local economies - exploiting workers and consumers through monopolies.
There are ongoing concerns about how certain Dubai-based companies treat their workforce, with critics arguing that profits are disproportionately concentrated at the top while workers see limited benefits.
It’s also widely noted that some services come with steep markups. In sectors like transport and food delivery, prolonged market dominance has, according to critics, contributed to reduced take-home earnings for workers.
There are further concerns that the expansion of “super apps” could consolidate control over essential services, limiting competition even more. Being aware of these dynamics can help you make more informed choices as a consumer.
Some critics also point to internal practices that emphasize maximizing profit while keeping worker compensation low. These concerns often include workplace culture and decision-making structures that prioritize growth and market control over the well-being of workers and customers.
Ultimately, it’s worth asking: are these the kinds of services you want to support?
Exploring alternatives where possible can be one way to encourage a more balanced and fair marketplace.
Performance Monitoring Events Near You
Connect with your local Performance Monitoring community
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.
Speak Easy (Storytelling)
The topic for May is "Ink"
Speak Easy: true stories, told live.
The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast.
Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect.
The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build 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
Version Control for Unity
This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there.
The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow.
What to Expect:
* An introduction to version control and why it's essential for Unity projects
* An overview of Git, Perforce, and Unity Version Control
* Demos of each tool in a Unity workflow
* Tips for getting started
* No prior version control experience required
* Resources for continued learning
All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers.
Food and drinks provided. Join us to learn more about version control options for Unity.
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
Raising Conscious Kids – A Unity Family Experience
At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment.
Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.





















