AI Algorithms

Join us for SG Agentic Nights, a monthly meetup series spotlighting real-world AI implementation stories and community-driven learning — right here in Singapore. Each month, we bring together practitioners, builders, and curious minds to explore how AI is being applied across industries. Whether you're experimenting with agentic AI, deploying intelligent systems, or just starting your journey, this is your space to learn, connect, and grow. What to Expect: Talks by Practitioners - Learn from experts working on real AI implementation projects in Singapore and beyond. Community Q&A - Bring your questions and get direct insights from speakers and peers. Networking & Collaboration - Meet fellow AI enthusiasts, developers, and organizers shaping the local AI ecosystem. To attend this event please register here: [Agentic Nights](https://konfhub.com/sg-gai-apr-2026-meetup)

Bring your writing toolkit, charged batteries (social and electronic) and a writing agenda two hours long! Join fellow writers/journalists embarking on their journey towards Pulitzers and Hugos or maybe a print deadline! We accept researchers and marketers clearing overtime too! :) **We Write Together** is here to start building a writing community and get to know like-minded folk with stories to tell. Let's make new friends! As this is a small group event with limited slots, please keep your RSVP up to date!

This is an online event, meeting link - [meeting link](https://meet.google.com/ieb-gfpb-ezt) **Ignore the waitlist restriction, everyone can attend.** In this session, we’ll: Cover the basics of interacting programmatically with OpenAI LLM models using LangChain and progress step by step toward creating a working AI agent. **Prerequisite:** Basic knowledge of Python This will be more of a practical session. At the end of session you get a grasp of What is Agentic AI. ### 📋 **Volunteer Sign-Up** Want to help build an awesome tech community? Join us as a volunteer! 👉 Sign up here: https://docs.google.com/forms/d/e/1FAIpQLSctgl-DJq4acEDbcEpPLEMTmNKaYqZamNFrGJdaj57Klgjw-Q/viewform ### 🎤 **Speaker Sign-Up** Have insights or ideas to share? Speak at our next tech event! 👉 Apply here: https://docs.google.com/forms/d/e/1FAIpQLSf9z9U97UHCCeaeo6yCRk_dSJ80dLsvG4sT24ZIs2jGy3_wNg/viewform?usp=publish-editor

**Coworking for writers in your area** Join us for some focused writing time on Wednesdays and Thursdays at 10am....All writers and all experience levels are welcome, and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com/). **Other Important Details:** **WiFi**: Simply Bread cafe does not have wifi, but if needed, you can use the one from next door at CBTF. **Address**: Simply Bread, 1 Fifth Ave., #01-03 Guthrie House, Singapore 268802. **MRT stop**: Blue line, Sixth avenue **Parking**: Basement parking available at Guthrie House **Venue Guidelines**: Please thank our hosts by purchasing something. **What to Bring**: Your FULLY CHARGED laptop / digital writing device - there are no power outlets available there.

**ANNOUNCEMENT – Registration via this [link](http://go.gov.sg/stackmeetup-23apr2026-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** In this edition of STACK Meetup [Data], move on to the next stage in your data journey - engineering trustworthy data quality. Hear about MDDI’s standards and metrics, which allow the SG Gov to enhance data quality and availability, manage data inter-dependencies, and ensure that data errors are corrected ASAP. Discover how GovTech Singapore applies AI-enabled tools for intelligent metadata and data quality rule generation to scale data management beyond reactive to proactive. Explore how to thrive in an AI-first reality with agentic AI agents and learn about an open source, data quality validation SDK by GovTech’s Data Practice team. The highly popular Panel Discussion segment will feature Panellists from the SG Gov and DBS Bank as they deep dive into strategic data management that allow scaling at the enterprise level. 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](http://go.gov.sg/stackmeetup-23apr2026-mc)**! Who should attend: Data analysts, data architects, data and project managers, data engineers, data scientists, and data practitioners who are in the business of maintaining data systems and use data regularly. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By ​Yap Ghim Eng, Head of Data Practice, GovTech Singapore 7:10pm: Data Provisioning Standards (DPS) and Data Reconciliation Protocol (DRP) for WOG By Lo Zhi Zhan, Deputy Director, Data Assets and Use, Smart Nation Group, MDDI​ 7:30pm: From Chaos to Confidence: Scaling GovTech’s Data Management with AI-Driven Data Quality By Anders Tay, ICT & SS Policy Specialist, Chief Data Office, Chief Information Office, GovTech Singapore; and Hyqel Razali, Data Analyst, GovTech Singapore 7:50pm: Data Engineering in the Agentic Era [Data Quality Edition] By James Teo, Data Engineer, Data Practice, GovTech Singapore 8:00pm: Panel Discussion Moderated by Yap Ghim Eng, Head of Data Practice, GovTech Singapore With Panellists: * Lo Zhi Zhan, Deputy Director, Data Assets and Use, Smart Nation Group, MDDI​ * Sachin Tonk, Deputy Director, Engineering Management, Chief Data Office, Chief Information Office, GovTech Singapore * Florent Juglair, Head of Data Management, DBS Bank 8:20pm: Rapid-fire Q&A By speakers: * Lo Zhi Zhan, Deputy Director, Data Assets and Use, Smart Nation Group, MDDI​ * Anders Tay, ICT & SS Policy Specialist, Chief Data Office, Chief Information Office, GovTech Singapore * Hyqel Razali, Data Analyst, GovTech Singapore * James Teo, Data Engineer, Data Practice, GovTech Singapore 8:30pm: End of STACK Meetup Click **[here](http://go.gov.sg/stackmeetup-23apr2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Join us for SG Agentic Nights, a monthly meetup series spotlighting real-world AI implementation stories and community-driven learning — right here in Singapore. Each month, we bring together practitioners, builders, and curious minds to explore how AI is being applied across industries. Whether you're experimenting with agentic AI, deploying intelligent systems, or just starting your journey, this is your space to learn, connect, and grow. What to Expect: Talks by Practitioners - Learn from experts working on real AI implementation projects in Singapore and beyond. Community Q&A - Bring your questions and get direct insights from speakers and peers. Networking & Collaboration - Meet fellow AI enthusiasts, developers, and organizers shaping the local AI ecosystem. To attend this event please register here: [Agentic Nights](https://konfhub.com/sg-gai-apr-2026-meetup)

**Novel Biological Aging Clocks** Prof. Jan Gruber from NUS will introduce aging clocks - research tools that estimate biological age rather than just calendar age. These clocks are built from measurable biological signals, such as patterns in DNA methylation, blood biomarkers, and metabolic data, that change in predictable ways over time. In this talk, he will explain how aging clocks are developed, what they can and cannot tell us about health and lifespan, and how scientists use them to study disease risk, lifestyle effects, and interventions that may influence the rate of aging. This talk is designed for everyone who wants to take their health into their own hands, making informed decisions. Opening remarks by: Dr. Hisham Badaruddin Kamil Pabis, MSc 23rd of April, 7 pm (please be on time) Location: TSquared Health, L9 SBF (level 9, rootftop) 160 Robinson Rd, #05-02 · 8749 5846 We thank [https://xandrolab.com](https://xandrolab.com/?srsltid=AfmBOopQnhnmh3hWOnQzwAg3j8t7Hemy0SWxXa6trkrGjnrnj9jJD4Ra) for the refreshments. Notes: Please remember that the venue has limited capacity and the event is first come first serve. For reference, our new venue is slightly larger than the last one.

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!

**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: The Stage is a short, open-format session where builders and founders share something they are actively working on. A workflow, a technical breakdown, a lesson learned, or just a topic keeping them up at night. ​The goal is to spark ideas you can try immediately after, during the same afternoon. After the session ends, most people simply open their laptops again and continue working. ​Topic: TBC Speaker and topic to be confirmed. After the session, we go back to work

**Raise Your Spiritual IQ!** Spiritual Discussion : **Moving Past the Past** \- Breaking free from karma & reincarnation Sunday, 26 April 2026, 3.30 pm to 4.45pm (registration starts 3.00pm) Gordon Industrial Building #03-06 113 Eunos Avenue 3, Singapore 409838 ❖ Join other like-hearted, everyday people who have discovered keys to having extraordinary experiences with the Divine, which give them the strength and resilience to meet life. ❖ Throughout the ages, many spiritual truth seekers have used prayer, the singing of holy words, and meditation to bring themselves closer to God. Come and Experience an ancient mantra and sacred sound in a direct, personal way which can bring alignment with your true purpose and helps you make better decisions on career, finance, relationships and more. ❖ People of all faiths and backgrounds are welcome to attend this event to explore, experience, share and discuss! More spiritual keys will be shared in future events. Join us in this Raise Your Spiritual IQ Event to get simple, yet powerful techniques, discover the secrets of karma and reincarnation to answer questions about your life today. Bring along a friend or two to this event to explore special ways to raise your spiritual IQ and group discussion on **Moving Past the Past** \- Breaking free from karma & reincarnation Be sure to pick up your free Experience Journal! Explore Your Spirituality from a New Perspective Mark Your Calendar! "As Soul, you have the God knowledge within you." \- ECK Master Harold Klemp www.eckankar.sg ECKANKAR, the Path of Spiritual Freedom

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!**

Join us for an exclusive session designed to help business owners and leaders navigate business growth, efficiency, and AI transformation.

We heard many of you ladies are thinking of starting companies, but don't know where to start - so we're bringing female founders to you! This is the first of a likely series of female founders, and for this pioneer event of the series, we'll be hearing from Celine, an R&D operator in medical devices who, in the last couple years, founded her own Medtech Product Development Firm named Pathem. She's been through many iterations and explorations finding the right problem space for herself, from joining venture accelerators to discovering new sub-problem spaces through consulting for various MedTech companies offering her technical experience as an R&D operator in medical devices. But this session is not going to stop at just inspiration - it's going to be an interactive session where we'll start acting straight away, as we'll be taking you along on how to find a long-term problem space you can see yourself dedicating at least 10 years to! Our friendly Women Devs SG volunteers will be facilitating this collaborative session, so be prepared to come with your minds open, your hands ready to write and your hearts eager to connect. Feel free to bring your kids if you're a parent (we're trying to create a family-friendly culture in our little community! One of our volunteers will be bringing their little one too), your nursing gear if you need to pump (Zenika has a nursing room), and male allies if you want! Male allies who wish to come, you can either tag along a lady friend, or bring one with you! Registration starts at 6:30pm and the actual session at 7pm sharp!

Where does genuinely new stuff come from, and what does the answer obligate us to do? We are primates, evolved for the African Savana, with meat machines in our heads. These meat machines can do something curious: they can imagine. Even further, they can be “creative”; that is, they can imagine something “novel”. At first glance, imagination seems like a cute quirk. We can imagine fantasies, tell fun stories, paint pictures, make gadgets. Some of these stories we deem “creative” or “novel”. But what actually counts as “new/creative”? The commonly used notion for “creative” in various domains of study is the creation of something “novel” and “useful/appropriate”. “Novel” ensures the new idea/invention is not just a basic recombination of old things. “Useful/appropriate” ensures that the idea is meaningful, reveals something interesting, and is not just a random mess. Both of these terms are broad and contentious (intentionally so). Who defines what is “novel” or useful/appropriate”? Should it be defined by the individual who originated the idea, or by the social judgment of peers, or specifically by experts, or by history/those who come later? The **Systems Model** recognizes that “creativity” is not a property determined by individuals, but through an interaction between the domain/field of innovation, the social ecosystem (gatekeepers, institutions, etc.), and the innovation itself. Other views emphasize the **cognitive mechanisms** of creativity. New ideas do not emerge “de novo”, they emerge from a recombination of past ideas, with a novel “transformation of the problem space”. Hence, an individual needs to make the creative leap with regards to themselves (their past experiences, cultural knowledge, etc.); it is a mental operation. Even if their new idea might already be known to someone else/the public, if they themselves did not know it, it is still a novel creation for them. Thus the question: Is there a rigorous notion that can tell whether something is “truly novel”, or even quantify how much? And who decides? Beyond the domain of fiction and art, our meat sack brains can also imagine things like multiple dimensions, 4D space, invisible forces, and other notions that at the time were heavily criticized as fanciful thinking (imaginary numbers, non-euclidian geometry, microscopic germs). Our minds were shaped by natural selection to solve savanna-scale problems — predators, social hierarchies, thrown objects. There's no selection pressure for imagining or grasping 11-dimensional string theory or quantum field theory. Feynman himself suspected we might not be able to understand wavefunction collapse or superposition. And human working memory is sorely limited. It is surprising that these ideas turn out to be “*real”*. They explain the physical world and give us tremendous power over it. Sometimes, increasing our power over the physical world depends on creating ever more “novel” ideas/absurdities (e.g. Infinite dimensional vector spaces. Subatomic particles. Quantum phenomena. etc.) Outlandishness is not sufficient for scientific success, but those ideas that yielded the greatest increase in understanding/power were often the most outlandish. In other words, the degree of “creative novelty” in science is proportional to the degree of increased physical power we gain. Is there a limit to what our brains can conceive? Science and art are very different domains. But therein lies the puzzle: the process of creativity deployed in science seems no different from the process of creativity deployed in art; so perhaps the same process is generating novelty in both. This suggests a tantalizing unity of what it means to be “novel”. If the same process generates “novelty” in 2 (seemingly) different branches: art and science, and one branch leaves physical traces, then “novelty” might not be mere arbitrary social judgment. Discussion Questions: * What counts as “creative”/”novel”? Who judges this? Is it an individual or social or objective judgment? How do we know whether something is “new” or not? Are we just “doing whatever we do?” * Operationally, how does creativity work? How does creativity “create new things”? Where does the newness come from? * Is the process of creativity in art, social science, natural science, engineering, technology, all the same underlying process? * If it is the same underlying process, how does “novelty”/creativity in science relate to creativity in art? * What’s the difference between imagination, creativity, and knowledge? * Is society obligated to create the conditions necessary for people to engage their creativity? If we disable people’s creativity, is that a form of mind control?