Ceroc

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-14may2026-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** Balancing speed and stability is a constant challenge in evolving multi-product ecosystems, where teams must make deliberate trade-offs between rapid iteration and long-term reliability. In this edition of ***STACK Meetup [Engineering]***, GovTech speakers from the ***GovWallet suite – GovEntry, GovRewards, GovSupply, and GovWallet*** – will share their grounded experiences from building and scaling across multiple products, offering a closer look at how engineering teams make decisions, prioritise effectively, and evolve systems as complexity grows. Whether you’re shaping architecture, building systems or driving delivery, gain practical perspectives on making better trade-offs, prioritising effectively, and building with greater clarity and intent. Learn with us today: **[go.gov.sg/stackmeetup-14may2026-mc](https://go.gov.sg/stackmeetup-14may2026-mc)**! Who should attend: Software engineers, backend developers, system designers, and engineering managers, who are building and scaling systems across multiple products. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By ​Satoshi Hayashi, Lead Product Manager, Platform Products, Government Digital Products (GDP), GovTech Singapore 7:15pm: Our API-First Journey: Building the Engine Before The Car By Chia Wei Kang, Software Engineer, Government Digital Products - GovEntry, GovTech Singapore 7:35pm: The Art of Small Wins: Build Only What You Need, When You Need It By Alvin Choong, Engineering Manager, Government Digital Products - GovEntry, GovTech Singapore 7:55pm: Diving Into Various Multi-Product Use Cases and Our Learnings By Immanuella Lim, Engineering Manager, Government Digital Products - GovWallet, GovTech Singapore 8:15pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-14may2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

We’re excited to be part of **“Agentic AI At Work”** — a community meetup happening on **14th May**. If you’re exploring how AI agents are being built and used in the real world, this is a great session to join and learn with the community. From the Redis side, we’ll be presenting: **“Building Production-Ready GenAI Applications with Redis.”** In this talk, we’ll share practical patterns to take GenAI apps beyond prototypes — covering common challenges like **latency, cost, and accuracy**, and how Redis can act as a **real-time context/working memory layer** using approaches like **semantic caching, vector & hybrid search, and efficient retrieval**. If you’d like to learn more about Redis and how teams are using it in GenAI applications, we’d love to have you join. **Important:** RSVP on Meetup is **not enough** — you must register via the **Luma link** to get the joining details and confirmation. Register here (via Luma): https://luma.com/pb93q27u

**You’ve built a career—but are you building something that truly matters?** If you’ve ever wondered whether your skills could be used for something more meaningful, you’re not alone. Join us for an evening of professional networking and knowledge sharing focused on meaningful work and venture building. Connect with like-minded professionals, engage in meaningful conversations, and discover opportunities to contribute to a more sustainable future. This meetup is the perfect platform to expand your network, exchange ideas, and learn the secrets behind venture building. Let’s explore how your experience can help build a better future—alongside others who are turning that same restlessness into real impact. [Note: Do get a drink or food from the venue to support them]

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.

Systemic family constellation was founded by Bert Hellinger (and I trained with him and many other practitioners). It uses energy and subtle movement and invites healing. Those with issues offer a question and participants are selected to move into the circle as 'representatives' of people or issues. Then an amazing unfolding occurs in which knowledge arrives quietly and 'unknots' the glitches of the past' - our ancestry and the difficulties we carry in our familial lines. Few words, just trust and patience... come and see. You could google this but experiencing it is quite a unique experience which provides information about past problems that affect your harmony today - generating a gentle unravelling which provides more optimistic futures. You can explore health, wealth, relationships, parenting...... There is no charge but if you are able a donation to the room costs is very welcome PS feel free to reach out in a message to learn more or get directions

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.\*\***

**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

**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: [expired]** 📲 **Normal Price: [https://hitpay.link/kuurij](https://hitpay.link/kuurij)** ✅ **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.\*\***

⚠️ **REGISTRATION IS REQUIRED VIA [THIS LUMA FORM](https://luma.com/numbjl55)**[ ](forms.gle/saLWmbr5XbwUX8Jp8)⚠️ SHELLgym is the regular cybersecurity workout you have been looking for! Whether you're just starting out and need some exercises, studying for a cert (hint: OSCP), looking at CTF challenges, or developing something cybersecurity-related (maybe your own automated tools?), SHELLgym aims to help you progress in picking up practical cybersecurity knowledge and skills. Come and go as you please, work on your own stuff with like-minded individuals, or just have fun during the workout! **AGENDA** Thematic activities for this session * General web frameworks and their administration * Dockerisation * Web enum and attacks * Web defences, logging and threat hunting **⚠️ NOTE** Bring your own laptops (and laptop chargers). Optional - Linux VM **TRAINER** **KK Tan — Founder, counterShell** As a mid-careerist convert to cybersecurity, **Tan KK** picked up his practical skills through getting OSCP certified and by participating in a variety of CTFs. In his career at CSIT, he performed a variety of red-teaming and vulnerability research roles and established the Cyber Training School at CSIT as the Lead Instructor. Besides the OSCP certification, KK is also OSCE and OSEE certified, and has a Bachelor's degree in Social Science (Psychology). He now sees psychology as a field of study where you fuzz humans until they produce unexpected behaviour. **SPONSORS** * VENUE SPONSOR: [CyberSG TIG Collaboration Centre](https://www.linkedin.com/company/cybersg-tig-collaboration-centre) **IMPORTANT NOTICES** * Code of Conduct: [https://www.div0.sg/code-of-conduct](https://www.div0.sg/code-of-conduct) * Terms of Use & Disclaimer Notice: [https://www.div0.sg/terms-of-use-disclaimer-notice](https://www.div0.sg/terms-of-use-disclaimer-notice)

Ever wished making new friends as an adult was actually fun? This is your Saturday morning sorted. **Welcome to Gotomo — where strangers become Tomos.** **Pickleball & Breakfast** — we're keeping it small, real, and ridiculously good — a Circle of Six on the court, followed by breakfast with your new Tomos. No awkward intros. No giant crowds. Just six people, good energy, and a morning you'll actually want to repeat. **No experience needed.** Pickleball is one of the fastest-growing social sports for a reason — it's dead simple to pick up, laughably fun, and ridiculously good at breaking the ice. We'll have paddles, balls, and our patient coaches who'll show you the ropes at the beginning. **Here’s how the morning flows:** * ☀️ Arrive, meet your Circle of Six * 🏓 Warm up & play — 2 hour of pickleball (beginner-friendly, I promise) * 🍳 Head out for breakfast together (self-paid — good food, better company) * 💬 The Gotomo Moment — connection happens here * 🤝 Grow your circle or join the next one **What to bring:** * Comfortable sports clothes & sneakers * A water bottle * Your actual self (leave the awkward small talk at home — we've got games for that) **What we've got covered:** * Paddles & equipment * Pickleball court + breakfast spot, all booked for you * Good people Spots are capped at 6 — because that's the whole point. Intimate. Real. **How to join your Circle of Six:** Head over to gotomo.co to register and book a slot. Use promo code 'TOMO50OFF' for 50% off on subscription, or you can pay for single event @ $19.90. 📍 A pickleball court within 5 mins of an MRT station — exact location revealed 24 hours before the event. 🎾 Register via gotomo.co to confirm your slot 🎾 *Strangers today. Tomos tomorrow.* *gotomo.co* *📲 Follow us for updates and early access to upcoming events:* *Instagram: @gotomo.sg* *Telegram: t.me/gotomo_sg*

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

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**

Join us this Thursday (5/14) at 6:30 pm at Rocky Fork Metro Park in Westerville as we walk about 2.5 miles of a fully paved trail. The Beech Woodland trail is a flat yet scenic trail with a variety of landscapes. Let’s take it in together!

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

PO Box 21. Is a speakeasy in the basement of Highbanks Distillery in Westerville. Check out the menu: https://www.poboxtwentyone.com/home