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**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.

# 4D3N Mount Kinabalu 2026 [https://sgtrek.com/event/4d3n-mount-kinabalu-2026/](https://sgtrek.com/event/4d3n-mount-kinabalu-2026/) * This tour operates on a **monthly basis from February to October**, with **weekly departures every Thursday**. * Private tours can also be arranged based on your preferred dates, **subject to permit availability**. * Please note that **daily permits are limited and issued on a first-come, first-served basis**. * This tour is directly handled by our Local Adventure Partner. ### **EVENT COSTING:** * **SGD1200/Pax (Sharing Twin/Triple)** * **Minimum 2pax or above to go – single supplement applicable** ### **EVENT DURATION: 4 Days 3 Nights** ### **EVENT START DATES:** * Feb: 05, 12, 19, 26 * Mar: 05, 12, 19, 26 * Apr: 02, 09, 16, 23, 30 * May: 07, 14, 21, 28 * Jun: 04, 11 ,18, 25 * Jul: 02, 09, 16, 23, 30 * Aug: 06, 13, 20, 27 * Sep: 03, 10, 17, 24 * Oct: 01, 08, 15, 22, 29 \***Sign up soon !!! Limited Daily permits – Group Joining Basis** 🎉 Prefer a private trip? We can customize dates to fit your schedule! ##### *\*We can arrange private trip based on your requested dates also do contact us:* ##### For any inquiries, please contact: * **Email:** [contact@sgtrek.com](https://sgtrek.com/event/preview-talk-mount-kinabalu/contact@sgtrek.com) * **WhatsApp:** +6592700908 Join us on this exhilarating journey and forge memories that will endure a lifetime. ***This trip was organized by:*** **SGTREK PTE. LTD** . Reg. No. 201816267K STB License No. 03160

Join us for a fun and exciting session! RSVP if u are coming. Whatsapp 93366835 for any enquiry or if u are coming. Don't pop up unannounced. Game will only start with 4 px minimum. Located at the Pickleball Ang Mo Kio courts, our group welcomes players aged 25 and above who are passionate about both pickleball and discussing the latest happenings in Singapore, business, investing and anything under the sun. Come prepared to enjoy some friendly and serious competition on the courts, and forge meaningful friendship with fellow Pickle-chus! Reserve your slots now. All u need to bring is yourself, pickle paddle, hydration for yourself, a towel to dry yourself, comfortable shoes and attire and you're good to go. For first time members, a one time only $4 admin fee is payable for provided equipment (net) and expensive silent balls. That's all. Subsequently it will be $1 a month just to cover cost of setup etc.

Open Sourced is opening its doors for a Community Co-Working Day - a full day to focus, create, and get things done in a space that actually feels good to work in. ​ Whether you're deep in a project, working remotely, or just need a change of scenery, come spend the day at OS. Grab your spot at a terrazzo table, plug in, and get into flow alongside a community of builders, creatives, and makers. ​ **What's included:** → Full-day co-working (9:30 AM – 5:30 PM) → 1 coffee or tea → $25 per person ​Spots are limited - sign up to secure yours. ​**Location:** Open Sourced, Singapore ​**Date & Time:** Thursday 7th May, 9:30 AM – 5:30 PM ​**Price:** $25 per person

# Gunung Tahan 5D5N (Merapoh to Merapoh) 2026 [https://sgtrek.com/event/gunung-tahan-5d5n-merapoh-to-merapoh-2026/](https://sgtrek.com/event/gunung-tahan-5d5n-merapoh-to-merapoh-2026/) **Gunung Tahan**, at 2,187 m, is the highest point in Peninsular Malaysia. It is located within the Taman Negara national forest, in the state of Pahang. The mountain is part of the Tahan Range in the Tenasserim Hills and is popular with local climbers. ### **PROMOTIONAL PRICE: SIGNUP IN A GROUP OF 2PAX or more: SGD625/Pax** ### **EVENT DATE: 07 – 12 May 2026** ### **EVENT DURATION: 5Days 5Nights Trip** **Meetup Place:** Marsiling MRT BUS STOP (near Maxi Cash) **Meetup Time:** 08.00pm (Please note we will depart 08:00PM on **07 May 2026**) ### **EVENT COST: SGD650/Pax (Sharing basis)** (\*Minimum group of 7pax and above. Guides Ratio groups of 7pax) #### For inquiries and bookings, contact VIJAY on * 📞WhatsApp at **+6592700908** * 📧 Email us at [contact@sgtrek.com](mailto:contact@sgtrek.com) * Group size minimum 10-14pax – Transportation is Van * Group size 21pax and above – Transportation is Coach

Welcome to Gotomo's first Dinner & Drinks. What we've got covered: * A warm, intimate restaurant setting * A curated Circle of Six — mixed, matched, and ready to surprise you * The vibes **Here's how the evening flows:** 🍸 Arrive & meet your Circle of Six 🍽️ Sit down to have dinner & have drinks together 💬 The Gotomo Moment — this is where it happens 🤝 Grow your circle or join the next one Who is this for? ✅ New to Singapore and building your social circle ✅ Expats, locals, and everyone in between ✅ Anyone who wants real friendships, not just followers Spots are capped at 6 — because that's the whole point. Intimate. Real. No crowds. 📍 A cosy restaurant in central Singapore, near an MRT station. **How to join your Circle of Six:** Reserve your spot at [gotomo.co](http://gotomo.co/) — we’ll match you with six other Tomos and confirm your group before the event. Exact location revealed 24 hours before — limited to only gotomo users. ✨ Launch Pricing: 🎟️ Gotomo Subscription — $19.90/month. After, you don't need to pay an access fee on any future events (pickleball, nature walks, board games, etc) 🎟️ One-time ticket — $14.90 (access fee). Just this event, no commitment Strangers today. Tomos tomorrow. 🫶🏼 [gotomo.co](http://gotomo.co/) 📲 Follow us for updates and early access to upcoming events: Instagram: [@gotomo.sg](http://gotomo.sg/) Telegram: t.me/gotomo_sg Go play. Go connect. Gotomo.

**SWEAT OUT YOUR CORPORATE STRESS WITH NERV** Beginner friendly group workout \- designed for inactive working adults \- designed for under\-weight/ over\-weight individuals who wants a change in lifestyle \- designed for post major injury/ surgery individuals

Ready for some action on the field? Come play in an exciting **9-a-side game at Swiss Club**! High-energy moments, great vibes, and loads of laughs – let’s make it a game to remember! There will be an official host will facilitate the game to ensure safety and rotate teams if applicable. Please note: \- Be on time to ensure game starts promptly\. \- Following a short safety briefing from the official host\, 3 teams will be formed and play will begin\. Normal rules apply\. As always, keep games safe and friendly: watch the tackles, avoid sliding, and exhibit great sportsmanship! As always, keep games safe and friendly: watch the tackles, avoid sliding, and exhibit great sportsmanship! **\*\*Please note that RSVP on this event doesn't mean you've successfully booked the game. Contact us via WhatsApp +65 88144810 for more details.\*\***

**Football, fun, and new friends await! Join us for a friendly 5v5 match at Arena Woodleigh. let’s make it a game to remember with awesome people and good vibes!** 🔥 New in town or just visiting? Come unwind with a friendly 5v5 game—easygoing vibes, cool evening breeze, and a great way to meet people and enjoy the beautiful game. There will be an official host will facilitate the game to ensure safety and rotate teams if applicable. Please note: \- Be on time to ensure game starts promptly\. \- Teams will be formed and play will begin\. Normal rules apply\. \- Where there is a third team\, a series of rotating games lasting 10 minutes will be played. As always, keep games safe and friendly: watch the tackles, avoid sliding, and exhibit great sportsmanship! **\*\*Please note that RSVP on this event doesn't mean you've successfully booked the game. Contact us via WhatsApp +65 88144810 for more details.\*\***

### **Pickleball Sunset Mixer! 🏓🎉** An evening of dinks, drinks (after maybe), and your shot at pickleball glory. *** **📍 Location:** 317 Outram Rd, Holiday Inn Singapore Atrium, Singapore 169075 🕖 **Time:** **5PM - 7PM** 💵 **Cost:** $22 per person ($5 paddle rental if you don’t have your own trusty weapon). **Early bird rate ($16 excl paddle if you confirm five days with payment before the event)** To lock in your spot and avoid the dreaded FOMO, hit up the payment link below: 📲 **Early Price: [https://hitpay.link/dwya3t](https://hitpay.link/dwya3t)** 📲 **Normal Price: [https://hitpay.link/1fkkkj](https://hitpay.link/1fkkkj)** ✅ **Spots are only confirmed when payment is in.** If you usually pay cash, no worries, just continue with that. ⚠️ **Cancellation Policy:** Please give at least 24 hours’ notice for cancellations to receive a refund. No refunds for no‑shows or cancellations within 24 hours, unless the whole event is rained out. ### What’s the Plan? We’re going Round Robin style, which is just a nice way of saying you’ll keep playing and meeting new people until your arms fall off. #### 🎮 What’s the Game Plan? Here’s how the courts are split: 🎾 **1 Beginner Court** (*For newcomers or those preferring a relaxed pace*) * Learning court lines, scoring, and basic rules. * Can sustain short rallies and demonstrate basic strokes but still working on consistency. 🏅 **1 Intermediate Court** * Solid consistency, mid-pace rallies * Shot placement is improving, but still work-in-progress * Great for those ready to level up 🏆 **Official Tournament Balls:** All games will be played using **Franklin X-40 tournament balls** for consistency and a high-quality playing experience. **Paddle Queue System:** To keep things fair, players will place their paddles in line in box to indicate their turn in the respective court. **Rules of the Game**: * **Switch It Up**: After every match, you’ll get a new partner and new opponents. * **Scoring**: First to 15 points, rally style (no need to keep track of who’s serving—so much simpler lah). * **Timing**: Each match is capped at 15 minutes, so don’t peng san trying to win. * **Be Nice**: Keep it friendly—this isn’t the SEA Games, okay? *** ### **Why You’ll Love It:** * Play with a variety of kakis and test your skills. * End the day with new friends and maybe a snack after. *** **What to Bring:** * Your paddle (or rent one—we’re not judging). * Water bottle—don’t faint halfway * Your best “aiyah nvm” attitude when the ball goes sideways. 🔔 **Friendly Reminder:** Pickleball is a social and physical activity, please be mindful of your own safety and physical limits. Participation is at your own risk. Stay hydrated, warm up properly, and don’t paiseh to rest if you need to. 💪 🎟️ RSVP Now – Spaces Are Limited!

**Football, fun, and new friends await! Join us for a friendly 5v5 match at Cage Kallang. let’s make it a game to remember with awesome people and good vibes!** 🔥 New in town or just visiting? Come unwind with a friendly 5v5 game—easygoing vibes, cool evening breeze, and a great way to meet people and enjoy the beautiful game. There will be an official host will facilitate the game to ensure safety and rotate teams if applicable. Please note: \- Be on time to ensure game starts promptly\. \- Teams will be formed and play will begin\. Normal rules apply\. \- Where there is a third team\, a series of rotating games lasting 10 minutes will be played. As always, keep games safe and friendly: watch the tackles, avoid sliding, and exhibit great sportsmanship! **\*\*Please note that RSVP on this event doesn't mean you've successfully booked the game. Contact us via WhatsApp +65 88144810 for more details.\*\***

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

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

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow