Analytics: Outcomes, Experimentation Intelligence

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-26mar2026) 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** In this edition of STACK Meetup [Data], continue your journey of scaling data standards with SG Gov and industry data practitioners who will share their experiences with building reliable data pipelines. Learn from industry experts on how to work better and faster to engineer data platforms with a set of tried-and-tested methodologies. Understand how this approach can enhance real-time data quality standards. Hear from the data engineers working on unified platforms for Singapore Customs and Health Promotion Board to optimise data ingestion and securely store clean data using standardised data pipeline frameworks. Through real-world examples and use cases, discover how a reliable data platform empowers users to access data for analytics. Join us for an evening of dynamic mingling with peers and experts in the data field and stay on for insightful Q&A segments, where our speakers can answer your burning questions. **[Snag your seat today](https://go.gov.sg/stackmeetup-26mar2026)**! Who should attend: Data architects, data engineers, data scientists, project managers, and data practitioners who are in the business of building systems and data frameworks. **Programme** 6:30pm: Mingling 7:00pm: Introduction By STACK Community 7:05pm: Opening By ​Yap Ghim Eng, Head of Data Practice, GovTech Singapore 7:15pm: From raw data to real-time features: Standardising ML data pipelines for government workloads By Jody Nichols​, Director, ​Solution Architects, APAC and Leroy Tang, Senior Solution Architect, ​Redis​ 7:35pm: Q&A #1 By speakers from ​Redis​ 7:40pm: Designing a Unified Data Platform for Customs Using Data Pipeline Framework By Tiffany Koo​, Data Engineer and Kheng Kwan Cheng​, Data Engineer,​ Singapore Customs​ 8:00pm: Data Standards – Scaling By Design By Lok Wei Jie, Data Engineer, Data Engineering & Architecture, ​Health Promotion Board​ 8:20pm: Q&A #2 By speakers from Singapore Customs and Health Promotion Board 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-26mar2026)\*** to sign up! \*Registration will be accepted via GovEntry only.

🎙️ Welcome to the Voicepreneur Meetup Group - Singapore Where Anyone Can Turn Their Expertise into a Scalable Digital Tool Voicepreneur Meetup Group is a growing community of creators, professionals, entrepreneurs, and curious minds who want to explore how voice AI can help them scale their ideas, share their knowledge, and create meaningful interactions — without needing a technical team. 🧠 What to Expect at Our Meetups: * A warm, visionary welcome and a look into the "why" behind the Voicepreneur™ movement * Real-world examples of how everyday professionals are using voice to solve real problems * A hands-on look at Hearback™ — the no-code voice AI platform we use to bring voice-driven tools to life. * A creative, open conversation: “What part of your work or knowledge could become a digital voice experience?” * An invitation to co-create with us — for free — and become a Founding Voicepreneur™ Whether you're just curious or ready to launch your own voice-powered solution, you’ll find inspiration, clarity, and connection here. 📍 Based in Singapore. Open to anyone ready to learn, share, and build. 💬 Let your voice become your platform. ✨ Your knowledge deserves to scale.

**Continuous Glucose Monitoring: New Opportunities for Data-Driven Health Insights** Dr. Abhinit Kumar Ambastha Continuous glucose monitoring is transforming the way we understand metabolic health by providing detailed, real-time information on glucose dynamics in everyday life. Beyond diabetes care, continuous glucose monitoring offers new opportunities to study how glucose patterns relate to behaviour, lifestyle, and broader clinical outcomes. In this talk, Abhinit Kumar Ambastha will discuss how data science and machine learning can be applied to continuous glucose monitoring data to generate clinically meaningful insights. The talk will highlight the potential of wearable technologies to support earlier detection, personalised interventions, and a deeper understanding of human health. time: 7pm SGT Location: NUS - MD6 14 Medical Dr, #01-03, Singapore 117599 MD6-03-05 - CeTM - LEARNING RM (03-05) If you cannot find the room please reach out to +4369912068534 on whatsapp

For details and RSVP, please click below: [https://www.eventbrite.sg/e/1983601481428](https://www.eventbrite.sg/e/1983601481428) Overview: This session brings first-hand startup scaling experience from Chengdu and how to increase your personal and corporate branding in China. Join this **exclusive, small-group session** where our Singapore seasoned industry leaders share **real-world lessons from doing business in China**. Designed for business owners, investors and professionals, this session combines **market intelligence**, **on-the-ground China experience** and **high-quality networking** in one afternoon.

**⚠️ REGISTRATION IS REQUIRED VIA [THIS SIGN UP FORM (LUMA)](https://luma.com/rtp8qefa) ⚠️** — Join us at the BAS "Block Your Thursday" Community Townhall Series! **AGENDA** **1\. ​Industry Keynote: Web3 Cybersecurity\, by Marc Krisjanous from SixBlocks Audit** * The difference between Web3 vs Web2 cybersecurity * Overview of layers and security features **2\. Industry Keynote: Key Hacking Trends in Web3 by Fadli from Div0** * The rising cases of hackers shifting to the Web3 space * Types and modality of attacks **3\. Industry Keynote : Data / Platform Breaches and Crisis Management by V\. Kumar Sharma from Eldan Law LLP** * Strategies to mitigate liability from a legal risk perspective **4\. Panel Discussion & Q&A** * Standards in Web3 Cybersecurity * MAS TRM and Cyber Hygiene guidelines * International Web3 and Blockchain standards — Which ones to adopt? (Best practices) **Panellists:** * Fadli, Div0 * V. Kumar Sharma, Eldan Law LLP * Ryan Wong, Evvo Labs Pte Ltd * Michael Lew, Aegis Digital Asia **SPONSORS** * VENUE SPONSOR: ACC EduHub **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)

**The Nesting Special:** Become a Flocker (member) today and get your **second month on us**. What this means? **Both 18 Apr & 2 May** pickleball sessions, plus all dinners and socials—all covered by your first month subscription. **Date:** Thursday, March 26, 2026 **Time:** 7.30PM - 9.30PM **Location:** A hand-picked hidden gem (Revealed 24h before) **Duration:** \~2 hours This is not a big launch. It is a gentle first step; a small, shared-table dinner with a light-hearted layer of mystery woven in - nothing intense, nothing to prepare for. **The Vibe:** Singapore moves at the speed of an algorithm, but the best parts of us are analog. Join a small flock at a hidden-gem restaurant for a **"digital detox" dinner.** No character limits, no "feeds"—just shared plates and the original social network: the Kampong spirit. **The Mystery:** Every Flocker at the table carries an **Analog Truth** (a real-life story or quirk). Your goal: discover which truth belongs to whom before the night is out. It’s a low-pressure way to skip the "What do you do for work?" talk and meet the real humans behind the screens. **The Best Way to Join the Nest (Mother Hen's Recommendation):** Most of our community chooses the **Flocker Membership** because it gives them the time to settle in and truly find their people over several gatherings. To learn more about how to **[Become a Flocker](https://www.flock.asia/products/become-a-flocker).** See our full gathering calendar [here](https://www.flock.asia/collections/upcoming-gatherings). **How to secure your spot:** 1. Purchase your spot as a [Seeker](https://www.flock.asia/products/the-flock-active-series-its-earth-day) (one-time) or [Flocker](https://www.flock.asia/products/become-a-flocker) (member). 2. Vibe Check: Complete the [Vibe Check quiz ](https://tally.so/r/mOpDd8)so Mother Hen can match you to the right Flock. 3. Connect: Follow us on Telegram **@flocksg** for latest gathering updates. **💡 Important Note for Flockers (Members):** \> Even with a membership\, you **must** still "purchase" a ticket on our website for each specific gathering. This allows us to register your seat and curate the table. As a member, your ticket price will automatically reflect as **$0.00 at checkout** once you are logged in. **READY TO FIND YOUR FLOCK?** *Note: RSVPing on Meetup does NOT secure your spot. Seats are only confirmed once payment and the Vibe Check are completed via our website.*

2-3.30pm: "Meet The Handpan" for Beginners With Yana (Singapore Handpans) 4-5pm: Face Yoga With Sarah (Jal Yoga) 5.30pm: Fees: $120 [Get tickets ](https://peatix.com/event/4890814)

Ready to connect with like-minded entrepreneurs and discover how AI can revolutionize your wellness business—live and in person? Join us for this exclusive live meetup where we bring together forward-thinking business owners, wellness advocates, and digital entrepreneurs. You’ll learn how to use AI tools to simplify your marketing, boost your online presence, and grow your income—all while promoting better health and balance in your life and business. Picture a vibrant room filled with positive energy, powerful insights, and real collaboration opportunities. You’ll walk away with practical AI strategies, valuable connections and an inspired vision for building a wellness brand that truly works for *you*. Don’t miss this in-person opportunity to learn, network and elevate your wellness business. RSVP now to secure your seat—spaces are limited for this live meetup!

Are you walking correctly? Walking is one of the most natural human activities, but most of us aren't optimizing our stride for health and fitness. It’s time to turn your daily steps into a powerful, fat-burning tool. Join us early for the MetaWellness Fat-Burning Walking workshop. This session goes beyond a casual stroll; it is an active workshop designed to teach you the biomechanics of mindful, effective movement. Led by **JJ Mok, Accredited Mindfulness Coach**, you will learn how to align your body and mind to increase fitness, aid weight loss goals, and completely transform the way you walk. **What You’ll Learn in This Session:** * **👣 Proper Walking Technique:** Forget lazy strolling. We will teach you how to develop strong posture and an engaging, powerful stride that protects your joints and engages more muscles. * **🔥 Fat-Burning Principles:** Discover the specific techniques that turn a regular walk into a calorie-torching workout, helping you burn more energy with every step you take. * **🧘‍♀️ Breathing & Mindfulness:** Learn to integrate mindful breathing with your movement. This enhances mental focus, reduces stress, and helps naturally boost your metabolism. **Who Should Attend:** This session is perfect for anyone looking to improve their physical health, lose weight sustainably, or simply gain more energy from their daily routine. All fitness levels are welcome. **Event Details:** * **Time:** 7:30 AM – 9:00 AM * **Location:** [Entrance](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")/[Exit A](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") - [Botanic Gardens MRT Station](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") ([CC19](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") / [DT9](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")) * **Instructor:** JJ Mok, Accredited Mindfulness Coach **What to Bring:** * Comfortable walking shoes or trainers * Water bottle * Sun protection (hat/sunscreen) if outdoors * An open mind ready to learn! **Start your weekend with intention, movement, and vitality. Secure your spot today!**

**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 @ 3:00pm ⚠️ *Special timing this week*** ​🇸🇪 Because this week, we're cohosting 45 Swedish PhDs from the WASP (Wallenberg AI, Autonomous Systems and Software) programme, with Business Sweden. ​**Dark Labs and Physical AI: How Autonomous Laboratories Are Rewriting the Rules of Scientific Discovery** ​*Dr Lars Henrik Skjolding, Founder & CEO, A1 Stealth Labs Pte. Ltd.* ​The R&D loop hasn't fundamentally changed in a century. Most lab equipment sits idle overnight. Discovery to market still takes a decade. ​That's breaking. LLMs capable of scientific reasoning, Bayesian experimental design, and robotic lab platforms are converging into autonomous laboratories, systems that run themselves, steer toward optima, and generate data while you sleep. ​This talk covers dark labs (lights-off, robot-only execution), physical AI (embodied intelligence under real-world uncertainty), and the 1000× acceleration logic: 10× from AI hypothesis triage, 10× from Bayesian design, 10× from robotic throughput. ​Using A1 Stealth Labs as a live case study, we will run through what the stack looks like, what clients buy, and how a broad-spectrum IP strategy builds a durable moat. ***​It closes with the question that matters: what will a materials scientist actually be doing in 2035?*** ​After the session, we go back to work.

Register at [bit.ly/gdgsg-mar26am](https:bit.ly/gdgsg-mar26am) \-\-\- **⚡ Mastering the Engine of Innovation** The morning was about the "what" — the afternoon is about the "how". After a high-octane session of vibe-coding, it’s time to go under the hood. Join us for an immersive workshop focused on the Gemini 3 series, the multimodal powerhouse driving the next generation of Agentic AI. Whether you’re looking to optimise Function Calling, master 1M+ long-context windows, or integrate Gemini’s reasoning capabilities into your production tech stack, this is where theory meets the road. **🛠 Bring Your Laptop!** This is a collaborative, live-demo breakdown. We’ll share real-world use cases, Agentic architectural patterns, and the "aha!" moments discovered during the morning build. It’s an open forum for developers, by developers, to discuss what’s actually working at the bleeding edge of AI in 2026. Leave the session not just with a project, but with the blueprint to keep building long after the day ends. ***Are you ready to stop using AI and start mastering it?*** #BuildwithAI #GoogleForDevelopers #GDGSingapore \-\-\- By attending this event, you acknowledge that you have [read and agreed to follow these security guidelines](https://bit.ly/devspace-security). We appreciate your cooperation in keeping our office and community space safe and welcoming for everyone. Let’s focus on building the future — safely and responsibly!

Register at [bit.ly/gdgsg-mar26am](https:bit.ly/gdgsg-mar26am) \-\-\- **⚡ From Architect to Orchestrator** Vibe-coding isn’t just a trend; it’s a superpower. The era of wrestling with boilerplate and getting stuck in syntax loops is over. This morning is about reclaiming your creativity by using Gemini 3.1 to handle the heavy lifting while you take your place as the Conductor of the Code. If you’ve ever wanted to build a complex, agent-led application just by talking to your machine, this is your morning. **🛠 Bring Your Laptop!** This isn't a "sit back and watch" session. We want you in the IDE (AI Studio and Antigravity), hands on the keys, experimenting with Gemini 3.1 Pro and/or Flash-Lite to see how far your vision can go when friction is removed. We’re stripping away the grunt work so you can focus on what actually matters: the build. ***Are you ready to orchestrate the future, or are you still debugging the past?*** #BuildwithAI #GoogleForDevelopers #GDGSingapore \-\-\- By attending this event, you acknowledge that you have [read and agreed to follow these security guidelines](https://bit.ly/devspace-security). We appreciate your cooperation in keeping our office and community space safe and welcoming for everyone. Let’s focus on building the future — safely and responsibly!

**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 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

**First meetup of the Columbus AI Engineering group.** We’ll kick things off with a practical, beginner-friendly discussion on: **How LLMs like ChatGPT actually work — and how to build real applications with them.** We’ll cover: * what’s actually happening under the hood (at a high level) * why LLMs behave the way they do (hallucinations, prompt sensitivity, etc.) * how people are building real systems with them today * where things break in practice This will be a **short, informal talk (\~15–20 min)** followed by open discussion and Q&A. Whether you’re an engineer, builder, or just curious about how modern AI systems work, you’re welcome to join. No slides, no fluff — just real conversation about real systems. We’ll hang out afterward and get to know each other.

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

Columbus Code & Coffee is excited to partner with GiveBackHack to put on the Healthtech Impact Sprint from 3/28-3/29 at Rev1 at The Peninsula! RSVP here using promo code CODEANDCOFFEE: https://luma.com/tk2jdrxk This is a health-specific version of GBH’s traditional weekend event. Participants pitch, research, and prototype health-focused projects for a chance to earn to $5K in funding from The Columbus Foundation and IGS Energy. On Saturday, folks will pitch their idea, form teams, and build. On Sunday, they’ll finalize their pitches before showcasing their work to the community and judges. # ​Schedule ​**Sat, Mar 28** * ​​9a: Doors open & breakfast * ​9:30a: Kickoff and intros * ​​10a: Ideation session * ​​11a: Pitches & team formation * ​​12p: Working lunch * ​​2p: Mentor visits * ​​5p: Free work (optional) * ​​9p: Doors close ​​**Sun, Mar 29** * ​9a: Doors open * ​10a: Mentor visits * ​​12p: Showcase * ​​1p: Final pitches & awards * ​​2p: Wrap *** # ​ FAQs ​**Do all ideas have a chance at getting funded?** ​​Not all ideas will move forward after initial pitches on Saturday. Once pitches are complete, we’ll vote for top ideas and form teams around the 4 – 7 ideas with the most votes. You must recruit **at least four total team members** (including the founder) to move forward and have a chance at getting funded on Sunday. If your idea doesn’t move forward, you can join another team! ​​**Do I have to submit my idea online prior to the event?** ​​Unlike previous years, we don’t have the option to submit your idea online prior to the event. Instead, everyone will be going through a brainstorming exercise on Saturday that’ll help you prepare for your initial pitch. ​​**Will we be working for 24 hours straight?** ​​Nope. The event is split over two days. You’ll be building on Saturday and pitching on Sunday. ​​**Do I have to pitch an idea?** ​​Nope. You can also simply join a team. ​​**What types of entrepreneurs does GBH support?** ​​While GBH most often works with technology startups, we support *any* organization (for- or non-profit) that makes an impact on health in the US or across the world.

How to Be a Better Communicator Communication is everything in life You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio 1266 Dublin Road, Columbus, OH 43215 For more information, contact Rhiannon, the Event Host at 614-221-5024

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).