Master Data Management

**Just another Tuesday?** ​Join us for another casual morning coffee to meet new tech and data industry people - to discuss and explore data innovation in use cases such as Robotics, ML, AI, Quantum Computing, synthetic data, Data Regulation, finance, state of data talent demand, investment environment and more! *** # ​**This month’s topic: CNY Edition** Join us for a special Chinese New Year edition of Data Tuesday - a casual morning coffee and peer discussion for those working in data, AI, and digital transformation. As we step into **The** **Year of the Fire Horse** \- a symbol of energy\, momentum\, and progress — we’ll explore a timely question: What foundations must organisations strengthen in 2026 to scale Data & AI sustainably? We’ll discuss how data governance, operating models, talent capability, infrastructure, and regulation are shaping real-world AI adoption - and what’s evolving as organisations grow. Expect open, peer-to-peer conversations on topics - No formal presentations. No sales pitches. Just shared learning. *** **​​Location** ​The location is The Terrace Cafe at Conrad Centennial, next to the Millennia Walk Monument Square. Please try to locate organizer (Desiree, Zhijing, Michael, Robert or Ville) we do not have specific signage. ​ **Two rules of the DT event:** 1. ​**Strictly no soliciting or shilling.** 2. ​**Coffee is not free. In fact, it is expensive (but of great quality). Please do the right thing and order a coffee or drink, so we can appreciate the amazing venue we have. Breakfast available.** ## ​Thank you - we look forward to seeing you on Tuesday morning! \-\-\- ​How to find us: Location: The Terrace cafe - Conrad Centennial Singapore 2 Temasek Blvd Singapore 038982 Cafe is next to Monument Square of Millenia Walk (18-metre tall white marble spiral helix and roundabout). ​From Conrad lobby walk through to the other side. You can see The Terrace cafe at the corner of roundabout. Ask Lobby for directions if you can't find.

**Event Date:** Tuesday, 24 February 2026 **Venue:** Flo Energy 270 Middle Rd, #02-01, Singapore 188993 **\#\#\# No food is provided for this meetup \#\#\#** **Venue Sponsor:** Flo Energy \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Presentations** **Topic: Automation with [Operaton ](https://operaton.org/)** **Speaker:** Abu Talha, Software Engineer, Flo Energy Pte Ltd https://www.linkedin.com/in/abu-talha-ali/ **Description** This presentation showcases how Singapore's fastest-growing green energy retailer (Flo Energy) leveraged Operaton to revolutionize their operational efficiency. As the demand for renewable energy surges, manual processes can become a bottleneck to growth; this session is a perfect introductory overview of Camunda's Operaton and explores the journey of how we keep the green energy flowing to our customers with a robust, automated engine. In the competitive Singaporean energy market, speed and reliability are the primary differentiators. By integrating Operaton, Flo didn't just automate tasks — we built a scalable architecture capable of supporting the nation's green energy goals without increasing overhead. **About Abu** Software Engineer with deep focus on automation \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Topic: Let's Master Vim** **Speaker:** ZENG Linlin, Machine Learning Engineer https://www.linkedin.com/in/linlin-zeng-b62ab8154/ **Description** 1\. The benefits of Using Vim 2\. Some command Vim Command 3\. Practise Skills **About Linlin** Hi everyone, I’m Linlin. I’m currently an ML Engineer. My day-to-day involves building scalable AI infrastructure and deploying LLM systems using tools like Kubernetes, AWS, and Docker. My vim skills started as a personal interest in mastering the keyboard , then has gradually matured into a fundamental part of my professional toolkit. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Schedule:** 7:00 to 7:15 - Event Registration & Networking 7:15 to 7:20 - Introductory Remarks 7:30 to 8:00 - Topic 1 8:00 to 9:00 - Topic 2 9:00 - Supper **About JuniorDevSG:** JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

Fellow board game and card game lovers, looking for a place to play MTG Commander? Or looking to learn how to play Magic The Gathering? Come join us this Tuesday and have a fun filled, fireball swinging, dragons casting night! Bring your own commander deck (any bracket) or just bring yourself and your friends if you’re coming to learn how to play! All Gender welcomed! Venue: Unsalted By Lazy Potato Address: 17A Jalan Klapa #02-01 S(199329) Time: 7pm til late Entry: $6 What you get: 1 Magic the Gatheringerinf Play Booster Pack + 1 canned drink Bonus: Lucky Draw for everyone

​**Sogni × Base: Building Real AI Agents with OpenClaw (Workshop + Demo)** ​We’re hosting a hands-on meetup to share how we’re actually using **OpenClaw** in production at **Sogni AI**: what worked, what broke, and what we’d do differently if we started today. ​This session is for builders, founders, and tinkerers who want to move past demos and into real, usable AI agents. ​What we’ll cover: * ​ **Using OpenClaw for Business at Sogni AI** How we integrated OpenClaw into real workflows, the trade-offs we ran into, and lessons learned running it in a live environment. * ​ **Building the Sogni OpenClaw Plugin** A walkthrough of how we built and shipped our open-source OpenClaw Skill: [https://www.npmjs.com/package/sogni-gen](https://www.npmjs.com/package/sogni-gen) * ​We’ll break down architecture decisions, integration patterns, and how you can extend it for your own use cases. * ​ **Adding Voice to Your Agents (Open Source)** How to add **speech-to-text** and **text-to-speech** using **Sogni Voice**, our open-sourced voice stack: [https://voice.sogni.ai/](https://voice.sogni.ai/) * ​We will also show practical examples of voice-enabled agents in action. ​Who should come * ​AI / agent builders * ​Web3 & Base ecosystem developers * ​Founders experimenting with automation and AI workflows * ​Anyone curious about OpenClaw beyond “hello world” ​Expect real demos, honest lessons, and plenty of room for questions and discussion. ​See you there!

This class features techniques from both Greco Roman and Freestyle Wrestling that will be inclusive to everyone despite their levels of training. The techniques will improve your MMA by having technical drills, wrestling sparring, situational sparring and conditioning. ### **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 ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

**Meet new friends (or hang out with old ones) on a fun night out with games , food, and drinks!** **Individuals and groups are both welcome.** Pricing: * $10 for entry to the meetup with unlimited board gaming for the night * Add $2.50 for 1 non-alcoholic drink (excluding milkshakes and spritzers) (U.P. $7) * Add $6.00 for one 300ml draft beer or glass of house wine (U.P. $12) * 20% discount on all additional food orders for the night Prices are before 10% service charge. Prevailing GST is applicable. Please also note the following: * Do be courteous with your RSVP. If you have originally RSVPed but can no longer make it, do update your RSVP before 4pm on that day so that someone on the waitlist can still attend. If you have RSVPed but did not show up before 7.30pm, your spot at the tables will be given to someone else on the waitlist. By signing up for this meetup, I agree to the terms and conditions set above

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-26feb2026-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 STACK Meetup, hear from the GovTech’s Data Practice and SG Gov teams on how data platforms are engineered to optimise the sharing of data sets to create smarter workflows and deliver more efficient, future-proof government services.​ ​ Learn from real-world examples of logical data harmonisation and find out how a game-changing approach to overcoming data silo challenges helped URA urban planners work collaboratively. Go on a journey with Singpass as they explore the tech side of shifting analytics workflows and optimising user experience with security, speed, and accessibility in mind. ​ ​ Stay on for a dynamic Panel Discussion featuring insights from industry partners on the future of data sharing too!​ Join us today. Seats are limited so **[sign up](https://go.gov.sg/stackmeetup-26feb2026-mc) now!** **Programme** 6:30pm: Networking (Light food available) 7:00pm: Introduction By STACK Community 7:05pm: Opening By Yap Ghim Eng​, Head of Data Practice, GovTech Singapore 7:15pm: Building URA's Planning Sectorial Data Hub (PSDH)​ By Blossom Tang​, Senior Systems Analyst, Design & Planning Lab,​ Urban Redevelopment Authority (URA)​; and Ng Lee Ning, Data Engineer, Data Practice, GovTech Singapore 7:35pm: Singpass Data Platform: Data-Driven Decisions with ML & AI​ By Ian Ho​, Senior Manager, Data Science, Singpass​, GovTech​ Singapore; and Syahri Ikram Ismail, Data Engineer, Singpass, GovTech Singapore 8:05pm: Panel Discussion Panellists * James Toh, Solution Engineer, Snowflake * Simon Tschöke, Senior Solutions Architect, Databricks Moderator * Yap Ghim Eng, Head of Data Practice, GovTech 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-26feb2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Feeling confused about weight management or tired of starting and stopping diets? **Weight Management Made Easy** is a beginner-friendly sharing session designed to help you understand weight in a clear, practical and sustainable way — without pressure, restriction or extreme methods. This relaxed and easy-to-follow session is perfect for beginners who want to feel healthier, lighter and more confident, one step at a time. **What You’ll Learn:** * Why weight gain happens (explained in simple terms) * What “sustainable habits” really mean for everyday life * Easy nutrition principles you can apply daily * How to support your body for long-term results **Who This Session Is For:** * Beginners who feel overwhelmed by weight-loss information * Anyone tired of strict diets that don’t last * Those looking for a realistic and sustainable approach to health **What This Session Is Not** ✨ No crash diets ✨ No complicated science ✨ No extreme rules Just simple, practical habits that work in real life. If you’re ready to stop guessing and start managing your weight with clarity and confidence, this session is for you. Join us and take your first step toward sustainable results.

**\*\*\* Please register at** [https://shorturl.at/df4dn](https://shorturl.at/df4dn) **\*\*\*** **Super-Individual Secret Club (SISC): The Money Laundering AI Chapter** 27 February 26 (Fri) 7pm to 10pm Register to see Address [https://shorturl.at/df4dn](https://shorturl.at/df4dn) We’ll explore how Money Laundering and AI intersect — AI as both a powerful tool for detecting illicit flows and a force that can automate financial crime at scale. Are we entering the era of algorithmic crime and algorithmic enforcement? **​Expect demos, discussion, and ideas worth stealing.** **Register now! →** [https://shorturl.at/df4dn](https://shorturl.at/df4dn)

Join us for an evening of deep technical insights into the future of AI-assisted software development. This meetup brings together industry leaders to explore cutting-edge approaches to agentic engineering, from specification-driven development to preserving human flow states in AI-powered workflows. **Venue:** Suntec Tower 3, 8 Temasek Boulevard, #30-01/02, Singapore 038988 **Date:** 25 Feb **Schedule:** * 6:00 PM - 7:00 PM: Registration & Networking * 7:00 PM - 9:00 PM: Speaker Sessions & Q&A ## Featured Speakers **Sergey Saburov, Director of Software Engineering, Acronis** **Topic:** *Spec-Driven Development: Modern Strategies for Human-AI Collaboration* Dive into an in-depth comparison of specification-first methodologies in the era of AI-assisted engineering. This session evaluates different approaches to Spec-Driven Development (SDD), contrasting rigid, blueprint-heavy frameworks with lightweight, iterative change-tracking systems. Sergey examines practical workflows—from initial design to automated implementation—discussing how treating specifications as the "Source of Truth" helps teams eliminate technical debt, minimize AI hallucinations, and maintain architectural integrity in complex codebases. **Sanjeev Solanki, NLP Lead Engineer (AI),** **Constructor Technology** **Topic:** *AI Research Assistant: From Papers to Production with Agentic AI* This talk explores how AI can go beyond chatbots to become a structured research collaborator. We’ll look at an AI Research Assistant that reads papers, analyzes code, understands datasets, and generates executable plans using multi-agent orchestration. Learn how agentic workflows and context engineering help reduce hallucinations and bridge the gap between research ideas and production-ready solutions. **Ake, Developer Experience Director, Chainstack** **Topic:** *Building a Flow State Companion for Agentic Coding* We as humans have the capability of entering flow states—the deeply productive, creative, and rewarding sessions that almost always produce the best results. Flow requires consciousness. AI doesn't have one, and it can easily snap yours. Multi-instance agents, parallel workflows, and orchestrated swarms are TikTok for builders. In this talk, Ake shares his experience building a solution to protect flow, navigating the intricacies of cognition and metacognition along the way. ## What to Expect * Cutting-edge insights into AI-assisted development workflows * Practical strategies for human-AI collaboration * Networking opportunities with engineering leaders and practitioners * Q&A sessions with industry experts **Registration opens at 6:00 PM. We look forward to seeing you there!**

Every leader has one - that conversation you know you need to have but keep finding reasons to postpone. Maybe it's the direct report whose performance has slipped and you're hoping it'll fix itself. Maybe it's pushing back on your boss about a decision you disagree with. Maybe it's telling a someone they didn't get the promotion. In this session, we'll explore why these conversations are so hard, what makes us avoid them and how we can approach them with more confidence. Bring the conversation you've been putting off - or the one you finally had and learned from - and let's work through it together. Beyond the topic, there's always room to put your own challenges on the table, whatever you're navigating right now as a leader. The Leadership Gap exists to be the room where you can think out loud with people who get it, and we want to shape it around what matters most to you.

**\*\*\*This post is for announcement purpose only. To register, please visit [https://www.eventbrite.sg/e/rise-above-the-algorithms-keeping-your-edge-in-the-ai-era-tickets-1982856377803/](https://www.eventbrite.sg/e/rise-above-the-algorithms-keeping-your-edge-in-the-ai-era-tickets-1982856377803/)** Agile SG and Honour SG are co-hosting a fireside chat on “Rise Above the Algorithms: Keeping Your Edge in the AI Era” on Thursday, 26 February! Join us for an evening of conversation, connection, and communitas as we come together to celebrate the Lunar New Year. We’re honoured to be joined by our esteemed panellists: * **Brandon Lee** – Assistant Chief Executive of Transformation Support Group, Workforce Singapore * **Roman Lobus** – Vice President of Agile Product & Portfolio Management, Singapore Airlines * **Estelle Wang** – Global Head of Consulting & Engineering, Aumovio (formerly Continental) Facilitating the discussion are **Victor Loke** and **Michael Koh**. Together, we’ll explore the opportunities and challenges ahead for Singapore — and how we can stay at the forefront of technology and human capital as AI continues to evolve at an extraordinarily rapid pace. As a festive cultural highlight, **Mr Jimmy Koh, PBM,** Member of the Woodlands Citizens’ Consultative Committee and grassroots leader with the People’s Association network, will conduct a free 春联 (Chunlian) calligraphy moment — sharing auspicious Chinese New Year blessings that symbolise renewal, prosperity and hope, adding a meaningful touch to our AI-era gathering. **Event details** * Date: Thursday, 26 Feb 2026 * Time: 6.00pm – 9.00pm (fireside chat starts at 7pm) * Location: Newcastle Australia Institute of Higher Education - Bugis Junction Towers, 230 Victoria Street, #04-09/10, Singapore 188024 **Dinner and Lo Hei will be provided.** A commitment fee of $6 applies. Please note that registration via Eventbrite is required to attend. We look forward to connecting, learning, and celebrating the Year of the Horse with you at the event!

**You asked, we listened - our free n8n Intro to Automation workshop is back by popular demand!** **Secure your spot for this free workshop by registering here: [lew.ag/workshops/intro-to-automation](lew.ag/workshops/intro-to-automation)** The workshop will take place around Cuppage Rd. **Exact venue details** will be shared via email with confirmed participants closer to the event date. \-\-\-\-\-\-\- **️ About the Workshop** At Le Wagon, our mission has always been to help professionals future-proof themselves in an ever-changing world. As AI continues to evolve at breakneck speed, it’s becoming increasingly difficult - especially for busy working individuals - to keep up with what’s relevant, and the risk of falling behind is real. That’s why we created this workshop - a fast, hands-on way to learn and stay relevant with practical & essential skills you can apply at work & daily life. Join us for our free hands-on n8n 1-day workshop where you’ll learn how to **build your own automations using n8n** \- without writing a single line of code\. In just 3 hours, we’ll teach you how to create simple automations and AI agents using real-world examples, automate tasks in your work and daily life, and optimize workflows to work smarter, not harder. \-\-\-\-\-\-\- **This is your chance to:** ⚡️ Experience the real power of creating your own automations & AI agents (fair warning: they’re addictive). Actively stay relevant without the overwhelm, whether you’re just curious or future-focused. Connect with people who care about learning continuously and adapting to how work is evolving. Open to anyone from any background! No prior tech experience needed. \-\-\-\-\-\-\- **Please note:** **Spots are limited**. Register your interest early to secure a seat. You will need to have a **paid LLM tool** for this workshop. We will register for n8n on the workshop day itself. The workshop will be held at Cuppage Rd area. The **exact venue details** will be emailed to participants who have confirmed their spot through the registration link provided. *** See you there ☺️

Please join the Columbus Atlassian Events Team for an evening program where we show you how we are using the Atlassian tools to track, manage and collaborate with others on our hobbies, From Jira & Confluence and Lego, to Tabletop gaming and Trello to miniature painting and Jira. Join the Columbus Atlassian leaders as they walk you through how the Atlassian tools enhance their passion projects.   We'll go over space structures, lessons learned as we built and tracked our project and how it helped us organize group adventures.   Looking forward to sharing our fun with you!Please take note of the New Location and Time of the event. Pay Parking can be found on street, and in locations marked. Agenda --- Speakers Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Moderators Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-for-the-love-of-atlassian-using-atlassian-to-manage-your-passion-projects/.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

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

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.