Red Hat Openshift Enterprise
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Yes! Check out red hat openshift enterprise events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the red hat openshift enterprise events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Red Hat Openshift Enterprise Events Today
Join in-person Red Hat Openshift Enterprise events happening right now
STACK Meetup [AI]: Scaling Production AI Agents from Prototype to Enterprise
**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-7may2026-mc) only.**
* Seats are on a first-come, first-served basis.
* For admission into our event space, please register beforehand via GovEntry only.
* Please present the QR code within your registration confirmation email upon check-in at our event space.
**About this Meetup**
How do we scale AI agents from individual prototypes to enterprise-wide systems? This session breaks down the two critical layers of a scalable agentic architecture: The Execution Layer, which provides a standardised platform for agent runtime scaling, and the Orchestration Layer, which leverages event-driven architecture to keep agents reactive and synchronised.
Explore the transition from solo AI-assisted development to a centralised platform model that translates individual productivity gains into aggregate organisational benefits. This involves building runtimes for a multi-assistant era, where governance is a feature rather than an operational tax. Complementing this, we’ll examine how event-driven architecture acts as a backbone to update knowledge bases in real-time with high-quality data. Learn how this approach simplifies the incorporation of new agents, allowing you to scale from single-agent to multi-agent applications without increasing operational load or compromising data governance.
This session concludes with a community discussion designed for practitioners to exchange shared challenges, and learn from each other’s experiences in building robust AI systems. We’d like to hear from your experiences too! So come join in on the discussion today: **[go.gov.sg/stackmeetup-7may2026-mc](https://go.gov.sg/stackmeetup-7may2026-mc)**
Who should attend: AI engineers, platform architects, and data practitioners focused on transitioning AI agents from experimental scripts into resilient and production-ready enterprise systems.
**Programme**
6:30pm: Networking
7:00pm: Introduction
By STACK Community
7:05pm: Opening
7:15pm: Scaling AI Development
By Ng Shangru, Staff Software Engineer, AI Programme, GovTech Singapore
7:35pm: From Demo to Production: Scaling Agentic AI with Event-Driven Architecture Seamlessly
By Shelvia Hotama, Senior Solutions Engineer, Confluent
7:55pm: Discussion on Building Robust and Scalable AI Systems
With Shangru, and Shelvia
8:15pm: Q&A
8:30pm: End of STACK Meetup
Click **[here](https://go.gov.sg/stackmeetup-7may2026-mc)\*** to sign up!
\*Registration will be accepted via GovEntry only.
First Thursdays Free & Easy Business Networking in Singapore
Looking to grow your network, meet like-minded entrepreneurs, or simply unwind with people who get the hustle? Join us for a relaxed evening of our regularly scheduled 1st Thursdays **business networking in a casual setting**. Drop in, grab some food and drink, and start a conversation. Whether you’re a seasoned entrepreneur or just starting out, this event is for anyone who values authentic connections over formalities.
We can’t wait to meet you, see you there!
**Why Attend?**
* **Casual, No-Pressure Environment**: No formal speeches or sales pitches—just genuine conversations with fellow entrepreneurs, founders, and business owners.
* **Expand Your Network**: Connect with people who understand the challenges and rewards of building a business. Whether you’re looking for collaborations, advice, or just good company, you’ll find it here.
* **Share Ideas & Insights**: Got a business challenge or a new idea? Bounce it off others who’ve been there and can offer fresh perspectives.
* **Tap into Regional Opportunities**: Our network extends to affiliated chapters in Malaysia, Myanmar, and Taiwan, giving you access to connections across Southeast Asia.
* **No-grift Authenticity:** This event has been running since 2002 by entrepreneurs for entrepreneurs, network with confidence!
**Who Should Attend**
* Entrepreneurs
* Aspiring founders
* Freelancers
* Investors
**Ground Rules**
* **Buy your own drink and food:** While there is no entrance fee to attend, it is compulsory for you to buy something from the venue that is hosting us. No ifs or buts. If you are allergic to any and all food and drinks on the menu, buy anything off the menu and gift it to another person. If you already ate or drank before coming, buy a drink and put it in front of you as you will get thirsty during networking.
* **No hard selling:** You are free to network and mingle, however you are not free to force others or the organizers to make the other attendees to sit through your pitch.
* **Have basic decency and manners:** All kinds of people attends our networking sessions. You may not agree with many of them but that does not give you the right to name-call, insult or harass them because of that.
Thinking Visually, Together - Visual Thinking For Collaborative Problem Solving
***Come ready to sketch to align, make your thinking visible and learn by doing*** by joining this collaborative learning event organized by ***[Level Up](https://levelupthinkingtoolsforimpact.substack.com/about) x [Humanist Society Singapore](https://humanist.org.sg/) :***
**About This Event:**
Most problems feel messy because we can’t see their structure. In conversation, we often talk past each other - not because we disagree, but because *we’re not seeing the same thing*.
*Visual thinking helps make that thinking visible*. With simple sketches, we can surface assumptions, compare perspectives, and work through complexity together – all without needing any “art skills.”
Join this hands-on workshop to
1. Learn how to use simple sketches to make ideas, assumptions, and trade-offs visible
2. Work thru realistic scenarios with others to see how different people frame the same situation
3. Experience how clearer thinking -not just better tools - leads to visual clearer communication (with a short AI demo)
🗓️ **Time/Date**
• 7- 9 PM Thu 7th May 2026
📍 **Venue**
• 112 Middle Road #04-01
• Near Bugis MRT
**Ticket Fees**
🎟️ $15
• Humanist Society Singapore (HSS) Members
• Past Attendees of Thinking Clearly , Together online series
• Level Up Meetup Group Community Members
🎫 $20
• General Participant / Non-HSS Members\*\* (T&Cs Apply
• Or Bring A Friend And Both Of You Will Enjoy The Member Rate !
**How to Secure Your Ticket**
Make payment to the Humanist Society via:
1\. PayNow to \(UEN: T10SS0142C\) or Bank Transfer Account details:
[Transfer to UOB A/C # : 3733027590
Branch: Tiong Bahru Plaza
Bank code: 7375
Branch code: 050]
2\. ➡️ Please include your full name \+ “ThinkingVisually” in the reference/comments
3\. Send proof of payment \(screenshot/receipt\) to the organizer’s WhatsApp/email
Contact: Secretary – [94518486/[info@@humanist.org.sg](http://info%40@humanist.org.sg/)]
**PLEASE NOTE THAT YOUR RSVP WILL BE CANCELLED IF NO PAYMENT OR PROOF OF RECEIPT IS SUBMITTED 48HRS UPON REGISTRATION**
**About [The Humanist Society (Singapore)](https://humanist.org.sg/)**
Formed in 2010 as a group of humanists, atheists, agnostics, skeptics and other like-minded people in Singapore, the Humanist Society Singapore (HSS) seeks to represent non-religious people in Singapore who pursue ethical and fulfilling lives.
Guided by reason, informed by evidence and driven by compassion, events organized by the HSS aim to raise awareness of science, humanism and ethical living. These gatherings serve as a treasured space for rational discussions and for finding friendship with like-minded people
**About The Speaker & The Level Up Community**
[Zhijing Eu (Z)](https://linktr.ee/zhijingeu) is the founder of [Level Up: Thinking Tools for Impact](https://levelupthinkingtoolsforimpact.substack.com/about), a learning community focused
on using frameworks and mental models to think clearly, communicate better, and collaborate more effectively.
Drawing on two decades of corporate leadership in project management, decision consulting and data analytics - he translates thinking tools into practical skills for real
conversations and real communities.
[Paul's Tabletop] - Board Gaming @ Tiong Bahru Canopy
Looking for board game events near the West? Paul's Tabletop organizes sessions every 1st and 3rd Thursday at Tiong Bahru Canopy.
Canopy is a kindergarten enrichment center owned by one of our members. She has kindly opened up her place for us to game!
Tiong Bahru Canopy sessions are focused on games with lesser complexity, so it's especially ideal for casuals and newcomers to the hobby.
Join us for a fun and relaxed evening of board games, laughter, and great company. Whether you're a strategy pro or just learning the ropes, there's a seat for you at the table.
📅 **When**: Every 1st and 3rd Thursday, 7.45pm
📍 **Where**: (Canopy) 46 Jln Bukit Ho Swee, #01-874, S160046
👥 **Who**: Open to everyone – all experience levels welcome!
We’ll have experienced hosts at multiple tables running different games, so there’s something for everyone—from party games to more strategic play. If you’re new, don’t worry—there’s always someone happy to teach the rules!
Best Part? All sessions are free! Just show up and play, don't need pay.
**More on Paul's Tabletop:**
Paul's Tabletop is an active board game community that holds regular tabletop sessions in the West. We currently host at Clementi, Queenstown and Tiong Bahru. We also organize regular board game retreats, events and auctions.
Started by a crazy guy named Paul, our games are hosted by the community, for the community. Come join us and let's explore this wonderful world of cardboard together!
We play a full range of games from Avalon/Secret Hitler/BOTC all the way to 18XX, Lacerdas, Splotters, TI4 and everything in between (Euros, Dungeon Crawls, 4X, Sandbox, LCGs, Co-ops etc).
Our events are primarily organized on telegram, you can check it out [here](https://t.me/+tVrjvrmRl-RmMDc9).
**Our Event Schedule:**
Free for All Gaming @ Clementi Zone 2 RN - Every 1st and 3rd Mon
Open Games @ Dundee Queenstown - Every 2nd and 4th Sun
Under 3 Complexity @ Tiong Bahru Canopy - Every 1st and 3rd Thurs
Open Games @ 348 Clementi - On Weds
Note, sign ups on Meetup are not the final count as we primarily organize through [Telegram](https://t.me/+tVrjvrmRl-RmMDc9).
Trade Smarter, Not Harder
**RSVP**: [https://www.traders.sg/free-session/trade-smarter-not-harder/](https://www.traders.sg/free-session/trade-smarter-not-harder/)
Stop guessing. Start trading with a clear, repeatable system.
In today’s fast-moving markets, working harder doesn’t guarantee better results. The traders who succeed are those who **trade smarter—with structure, discipline, and proven strategies**.
This **intensive 3-hour seminar** is designed to help you cut through the noise and focus on what actually works in real markets.
**RSVP**: [https://www.traders.sg/free-session/trade-smarter-not-harder/](https://www.traders.sg/free-session/trade-smarter-not-harder/)
Thinking Visually, Together
**About This Event**
Most problems feel messy because we can’t see their structure. In conversation, we often talk past each other - not because we disagree, but because we’re not seeing the same thing.
Visual thinking helps make that thinking visible. With simple sketches, we can surface assumptions, compare perspectives, and work through complexity together – all without needing any “art skills.”
Join this hands on workshop to
1\. Learn how to use simple sketches to make ideas\, assumptions\, and trade\-offs visible
2\. Work thru realistic scenarios with others to see how different people frame the same situation
3\. Experience how clearer thinking \-not just better tools \- leads to visual clearer communication \(with a short AI demo\)
***Come ready to sketch to align, make your thinking visible and learn by doing !***
📆: 7- 9 PM Thu 7th May 2026
📌:112 Middle Road #04-01
• Near Bugis MRT
• Contact Lava 94518486 or Z 97458288 if you are having trouble locating the venue
**Ticket Fees**
🎟️ $15
• Humanist Society Singapore (HSS) Members
• Past Attendees of Thinking Clearly , Together online series
• Level Up Meetup Group Community Members
🎫 $20
• General Participant / Non-HSS Members\*\* (T&Cs Apply
• Or Bring A Friend And Both Of You Will Enjoy The Member Rate !
**How to Secure Your Ticket**
Make payment to the Humanist Society via:
1\. PayNow to \(UEN: T10SS0142C\) or Bank Transfer Account details:
[Transfer to UOB A/C # : 3733027590
Branch: Tiong Bahru Plaza
Bank code: 7375
Branch code: 050]
2\. ➡️ Please include your full name \+ “ThinkingVisually” in the reference/comments
3\. Send proof of payment \(screenshot/receipt\) to the organizer’s WhatsApp/email
Contact: Secretary – [94518486/info@@humanist.org.sg]
**PLEASE NOTE THAT YOUR RSVP WILL BE CANCELLED IF NO PAYMENT OR PROOF OF RECEIPT IS SUBMITTED 48HRS UPON REGISTRATION**
Red Hat Openshift Enterprise Events This Week
Discover what is happening in the next few days
The Stage: Federated Layer for Multi Agents
**Friday is our open co-working day.**
Friday is our open co-working day. Arrive anytime from 10AM — bring your laptop, grab any open seat, stay as long as you like.
Most people show up after lunch and settle in before The Stage. It's quiet, focused, and builder- and founder-led.
**The Stage @ 1.30pm**
**Topic: Federated Layer for Multi Agents**
**Speakers:**
1. ***Mike Anderson*** *— Co-founder & CTO, Covia Labs*
2. ***Chirdeep Chhabra*** *— Co-founder & CEO, Covia Labs*
Agents are starting to act as workers inside real production systems, and workers need a management layer. The question every builder in the room should take back to their laptop: in my own agent stack, what happens on the second concurrent write, and can I prove, today, under whose authority my agent acted? How do I manage my synthetic workforce in production.
**Chirdeep Chhabra** is Co-founder & CEO of Covia Labs. He previously co-founded Ocean Protocol and was Global Head of Tokenisation at Citi, with earlier work at IBM Research and EPFL.
**Mike Anderson** is Co-founder & CTO of Covia Labs and leads the architecture of its lattice-based execution substrate. He was previously an Associate Partner at McKinsey, is a Cambridge Double First, and an IOI Gold Medallist, with deep experience in distributed execution systems.
After the session, we go back to work.
Super-Individual Secret Club (SISC): The Toy AI Chapter
**\*\*\* Please register at** https://luma.com/ofdo61ky **\*\*\***
**The Super-Individual Secret Club (SISC): The Toy AI Chapter**
📅 8 May 26 (Fri)
🕗 7pm to 10pm
📍 Register to see Address
🔗 https://luma.com/ofdo61ky
We’ll explore how toys and AI intersect — AI as a powerful engine for imagination, personalization, and interactive play, and toys as evolving platforms that bring intelligence into the physical world.
Are we entering an era of AI-enhanced play and emotionally aware, adaptive toys that reshape how humans learn, create, and connect?
**Expect demos, discussion, and ideas worth stealing.**
**Register now! 🚀 →** https://luma.com/ofdo61ky
✅[CONFIRMED] Gunung Berembun @ 1014m Hike + WWII Plane Crashed Site
**⛰️[CONFIRMED] Gunung Berembun @ 1014m +**
**WWII Plane Crashed Site Historical Hikes**
**📅 Date: 8–9 May 2026 (Fri–Sat)**
**🌟 EVENT DETAILS**
**Promo Price: $133/person**
**(Registration closes on 6 May 2026, 5pm)**
**💰Usual Price: $160/person**
**�� INTERESTED?**
**�� WhatsApp: 94884478 (Wilfred)**
**�� Sign up here:**
[https://www.meetup.com/lets-go-travelling-hiking/events/313369723/](https://www.meetup.com/lets-go-travelling-hiking/events/313369723/)
**📍 HIKE OVERVIEW**
🏔️ A unique highlight of this hike is the World War II crashed bomber site, located about 1 hour from the summit.
**🥾 HIKE DETAILS**
Altitude: 1014m / 3,326 ft
Elevation Gain: \~624m ±
Distance: 5km (one way) / 10km (return)
Duration: 8–12 hours (include rest & photo)
Difficulty: ⭐⭐⭐⭐⭐⭐ (6/10)
**🌿 TRAIL HIGHLIGHTS**
🌊 Lata Berembun – Waterfall, first checkpoint & campsite
⛺ Gua Kambing – Campsite with water source & rock shelter
🏔️ Summit Push – Steeper ascent towards the peak
✈️ WWII Crash Site – Historical aircraft wreck location
🌺 Expect beautiful wildflowers, tropical plants & birdlife along the trail.
💳 PAYMENT
Please PayNow $XXX / person to: UEN: 201727764C
Wilfred Go Travelling & Hiking Pte Ltd
OR
Bank Transfer to: DBS Current Account: 0029069789
📲 After payment, WhatsApp 94884478 (Wilfred) with screenshot receipt
**TA License No 03066**
**TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD**
**To Connect With Us:**
**Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)**
**Whatapps Channel:**
**[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)**
**Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)**
**◾INCLUDE:**
\* 1 Event Host
\* Mountain Guide/s
\* Hiking Permit
\* Transportation
Van < 14 person
Bus >15 person
\* Group Dinner is only included if group-size is 10 or more
**◾EXCLUDE:**
-Personal Insurance
-Items Not Mentioned In Itinerary
**Suggested Itinerary:**
(Friday)
1000pm -Meet Maxi-Cash next to Marsiling MRT Bus Stop
1005pm -Depart to Woodland Custom
(Sat)(D)
11pm-Depart JB Custom
2am-Rest Area Wash-up, Breakfast & Pack Lunch
4am - Briefing commence hike
7am Lata Berembun
9am CP1 Gua Kambing, rehat & Last Waterpoint (LWP)
11am Puncak Gunung Berembun
1pm Air crash site
230pm Summit Gunung Berembun
330pm Gua Kambing (Cave)
430pm Lata berembun
6pm-Rest Area Washup
7pm-Dinner
10pm-JB Custom
11pm-Marsiling MRT
**Disclaimer, Indemnity and Terms of Participation:**
The participant acknowledges that this is an adventure trip.
The itinerary serves as a guide only and changes may be required.
All participants are strongly advised to have travel insurance.
The participant agrees to assume all risks and indemnifies the organizers against all claims, disputes.
Load Up! Level Up! Steps Training with Gary!
🥾 **Backpack Endurance Hike – Consistency Steps Training!!!**
Route:
Hillview MRT EXIT A ➝ Dairy Farm Nature Park ➝ Bukit Timah Summit ➝ 2-3 Staircase Loops ➝ Beauty World Shopping Centre for lunch.
**Date: 10th May 2026 (Sun)**
**Meeting Time: 8 am**
**Meeting point: Hillview MRT Exit A**
**Your Leader in Fitness: Gary**
Join us for a practical endurance training session designed to build back strength, overall stamina, and backpack carrying efficiency, perfect for those preparing for long-distance hikes and treks.
We will tackle a mix of trail and stair climbs to simulate the kind of effort and strain experienced during multi-day hikes. This session focuses on consistency, not speed, ideal for beginners and experienced hikers alike who want to train smart.
🧳 What to Bring:
\*Backpack (with at least 5-7kg weight to simulate real conditions)
- Minimum 1.5L of water
\*Light snacks or energy bars
- Towel/small cloth
\*Rain gear or poncho (weather dependent)
- Proper hiking shoes
\*Sunscreen and cap
- EZ-Link card / small cash for lunch
Note:
Train smart. This is not a race. The goal is to develop strength and endurance through consistent effort and mindful pacing.
Let’s gear up and get trail-ready! 💪
Bad weather contingency plan:
*Waterproof your belongings and bring rain gear (rain cover, jacket, poncho, or umbrella).
Please read this
#1 - This is a number-controlled event. Please come only if you are on the attending list.
#2 - We will move out at 8.05am sharp. We are not able to wait for late comers.
#3 - As this is a limited number event, please check your calendar and make sure you can come before you RSVP. Do not change your attendance at the last minute and deny someone else who genuinely wishes to come.
### Important Liability Notice
By joining this training, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the training.
Please ensure you are medically fit and adequately prepared for the demands of the session.
Conditioning Workout @ Bukit Timah Hill
Have you experienced the power of habits, dedication, and small actions over time? This is your sign to start, or continue building on your past efforts!
“Consistency is what transforms average into excellence.” — Tony Robbins
**Date:** 9 May 2026 (Sat)
**Meeting Time:** 8am
**Meeting point:** Hillview MRT Exit A
**Route:**
Hillview MRT Exit A ➝ Dairy Farm Nature Park ➝ Bukit Timah Summit ➝ 2-3 Staircase Loops ➝ Bukit Timah Nature Reserve Visitor Centre
**Notes:**
· Advised to have some light breakfast before the workout
· Bring sufficient water (\~1L) and food/snacks for refuel
· Waterproof your items and be rain-equipped (rain cover, rain jacket, poncho, umbrella, etc.)
· Towel, small cloth or extra clothing for change out
· Hiking poles (optional)
· **RSVP**: If there is a change in availability, please update your RSVP at least one day in advance.
**Please read this:**
#1 – **Attendance.** This is a number-controlled event. Please come only if you are on the attending list. Please check your calendar and make sure you can come before RSVP, so as not to deny someone else from attending.
#2 – **Punctuality.** We will move out at 8.05am sharp. We are not able to wait for latecomers.
#3 – **Early Departure.** Please inform the Event Host if you need to leave early.
#4 – **Waitlist.** Please note that the waitlist may not be processed in order. We may prioritize spots for participants training for upcoming hikes/ trips.
#5 – **Weather Updates.** In case of severe weather conditions, we will provide an update or adjust the route accordingly.
**Important Liability Notice:**
By joining this training, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the training.
Please ensure you are medically fit and adequately prepared for the
demands of the session.
Thank you for your understanding! See you there!
Join us on social media to keep updated with our latest adventures!
[https://bit.ly/m/Adventures-Unlimited](https://bit.ly/m/Adventures-Unlimited)
"Success is the sum of small efforts, repeated day in and day out." — Robert Collier
Liquid Convo | Curated Cocktails
**New Chapter, Better Cocktails, made just for you ✨**
Your social circle shouldn't shrink just because your schedule is full. **Liquid Convo** invites you to \*\*\*Curated Cocktails \*\*\*– an intentional space to meet, chat, and build new connections in a relaxed, welcoming environment over food and drinks.
This ***cocktail experience*** offers a private space for just our guests, coupled with the expertise of the in-house mixologist at KAI BAR, for a cosy Saturday night social experience.
Skip the small talk and the "usual" spots.
**Only 20 slots available — [grab your seat at Luma](https://luma.com/5aylknce)**
*Note: RSVPs on Meetup do not guarantee entry, please purchase tickets online prior to event start.*
**✨ Why Join Us?**
* **Warm Welcomes:** Our hosts act as "social catalysts". If you’re shy or coming alone, just find a host—we’ll introduce you to a friendly group immediately.
* **Zero Pressure:** No forced networking or rigid schedules. Just organic conversation and good energy.
* **A Safe Space:** We maintain a strict "No-Harassment" environment so you can relax and be yourself.
**📍 Venue & Details**
* **Where:** KAI Bar *(138 Robinson Rd, #01-06 Oxley Tower, Singapore 068906)*
* **When:** 7PM to 10PM
🎟️ **Admission** ([Pls signup via Luma](https://luma.com/5aylknce))
* Note: RSVPs on Meetup **do not** count as a confirmed spot.
* Price includes one house special cocktail per pax.
Early Bird Tickets: $28 per person
Regular Tickets: $35 per person
Special buddy ticket bundle: $55 for two; because drinks are better when shared with a friend.
**🤝 Our Community Values (The "Fine Print")**
To keep our vibes high and our community safe, we have a **zero-tolerance policy** for solicitation, insurance/MLM pitching, or any form of harassment. If anyone makes you feel uncomfortable, please let an organiser know immediately. We’ve got your back.
**💬 FAQs**
**"I’m coming alone... is that okay?"** Absolutely! About 70% of our attendees come solo. Our hosts are on-site specifically to help you break the ice and ensure no one is left standing alone.
**"What if I don't drink alcohol?"** No problem! KAI Bar is able to whip up mocktails for you as well, aside from their menu of wine, beer, and other beverages. It’s about the *convo*, not just the *liquid*.
**"How do I stay connected?"** Join our growing community to see photos from past events and chat with people before you even arrive!
👉 **Telegram:** [https://t.me/liquid_convo](https://t.me/liquid_convo)
👉 **Instagram:** [@liquidconvo](https://www.instagram.com/liquidconvo/?referrer=luma)
Red Hat Openshift Enterprise Events Near You
Connect with your local Red Hat Openshift Enterprise 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
In-Person Meeting: How to Improve Relationships with Others
Attend a free seminar on how to have successful and lasting relationships.
At this seminar you will learn:
How to spot and handle negative and toxic relationships.
How to get through the "rough patches" in a relationship.
How to choose the right people to work with.
The three things that make or break any relationship.
How to make a good relationship great.
All are welcome. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there.
Hosted by the Dianetics and Scientology Life Improvement Center of Central Ohio.
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.
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.
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.
\-\-\-
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.
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.
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