Enterprise Application

**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.

***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.

**Grow Your Business Through Genuine Relationships** This weekly referral networking session brings together SME owners and professionals who are focused on building meaningful business relationships and expanding their client base through referrals. Many attendees join to build long-term referral partnerships and expand their professional network with like-minded business owners. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What Makes This Different** Unlike casual networking events, this session is structured, efficient, and focused on helping attendees build genuine professional relationships. You will meet fellow SME owners and professionals who are actively growing their businesses and open to building partnerships. The session is professionally facilitated to ensure everyone has the opportunity to introduce themselves and connect meaningfully. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What You Can Expect** • 7.30AM - 9.30AM • Structured introductions from attendees • Opportunity to present your business and services • Referral and opportunity sharing • Professional networking with SME owners and professionals The environment is welcoming, professional, and respectful of your time. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **Who Is This For** This session is suitable for: • SME owners • Business owners and founders • Lawyers and legal professionals • Doctors and medical professionals • Consultants • Immigration service providers • Accountants and professional service providers • Professionals responsible for business growth and client acquisition Whether you are growing an established business or expanding your professional network, this session provides valuable connections. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What To Bring** • Name cards • A short introduction of your business • A professional mindset [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **Why Attendees Attend Regularly** Many attendees find this to be one of the most effective ways to: • Build trusted professional relationships • Increase referral opportunities • Expand their business network • Stay connected with the local business community [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7)

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.

**For ages 12 and above.** As you have fun exploring new dance moves, our dedicated instructors will be able to provide you with the attention and pacing required for your growth (and of course, fun!) ### **Address** 73 Dunlop St, #01-02, Singapore 209401 ### **Schedule** Fridays 8PM - 9PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

FOC. Room opens 6.30pm for networking. Meeting starts 7pm sharp. Free of Charge. Meeting at Leng Kee CC #02-05 opposite Redhill MRT Green line Come Upgrade yr Public Speaking Skills & Leadership skills at the most premier club in Singapore. 1st IN THE WORLD to qualify for 10/10 of the distinguished club program. The club which clocks in all the Memberships ribbons conquer yr Fear of Public Speaking. Singapore's Top Public Speaking Club. FREE OF CHARGE (Usual $10/meeting)

**\*\*\* 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

Want to test your skill at the sport? Be the Willliam Tell or Robin Hood? Absolute Archery (Singapore) was inaugurated in 2020, aiming to provide training venue, competitive coaching, fun shoot events and a place for the community bring people together to advocate and support each other in pursuing the sports. Our head coach, Colin, has been active in the sports since late 90s till date. Being a competitive archer, he was with the National Team and had accumulated experiences which he could share with the archers and students. **Past Experiences** * National Team (Compound) 2000 - 2002 * National Junior Development Team Coach (Compound) 2013 - 2015 * Community Club Compound Coach 2013 - 2018 * National Team (Compound) 2018 - 2020 * Tampines Meridian Junior College Archery Coach 2018 - now ### **Address** 9 Ah Hood Rd, East Asia Institute of Management ### **Schedule** Fridays 1030AM - 12PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**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.

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

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.

The number of ticks and tick diseases in Ohio have quickly multiplied over the last 10 years. Dean Kreager discusses tick species, tick pathogens, tick-borne diseases, tick bite prevention, and proper tick removal. Kreager is an Agriculture and Natural Resources Educator with OSU Extension in Licking County * Lakewood Public Library (in Hebron)- May 26 at 7pm [https://events.lickingcountylibrary.org/event/tick-talk-29621](https://events.lickingcountylibrary.org/event/tick-talk-29621) * Johnstown public library at 7:00 pm June 8 [https://events.lickingcountylibrary.org/event/ctick-talk-29622](https://events.lickingcountylibrary.org/event/ctick-talk-29622) Free to attend, no RSVP needed

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.

Are you passionate about supporting other men on their mental health journey? We’re building a movement of virtual and in-person men’s groups across Ohio — and we’re looking for group leaders who want to make a real difference with us. As a group leader, you’ll create a safe space where men can connect, reflect, and grow together. Training and support are provided — you just need heart, presence, and a willingness to lead. **Apply now to lead a group in your area:** 👉 https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application Speak Your Mind is a mental health non profit dedicated to bringing our community together to end the isolation that leads to mental struggle and suicide. Learn more about them here: https://linktr.ee/taketimespeakyourmind

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)