Machine Intelligence

**📍 ⚠️ Registration is mandatory via [LUMA](https://luma.com/6obgaphb)** **⚠️** — **AGENDA** * ​6.30pm: Registration & Networking (30mins) * ​7.00pm: Introduction & Announcement (20mins) * ​7.20pm: **MOU Signing** between Division Zero (Div0) & CyberXCenter (15mins) * 7.35pm: "**Securing the Convergence – 5G & OT Threats in Modern Critical Infrastructure**" by Matthias Yeo, CEO of CyberXCenter * ​Till Late: Networking **ABSTRACT** ​As Singapore accelerates its digital transformation and adoption of 5G-enabled systems, the convergence between telecommunications networks and Operational Technology (OT) environments is creating unprecedented opportunities — and equally unprecedented risks. Drawing from hands-on experience building a 5G testbed in collaboration with Nokia, SUTD and DIS, this session by Matthias Yeo provides a practitioner’s perspective on emerging 5G and OT threat landscapes. ​The talk will cover: 1\. ​**The 5G–OT Convergence Risk Surface** * ​What have been discussed in CIDEX and how it impacts Singapore * ​Some of the risk Singapore is facing as well as other countries * ​What are some of the attack we have simulated 2. **Advanced Threats in 5G Environments** * ​Control plane vs user plane exploitation * ​GTP-U abuse, signaling manipulation, and lateral movement * ​Supply chain and vendor trust risks 3\. ​**Incident Response in 5G & OT** * ​What must be captured during an incident (telemetry, identifiers, session context) * ​Key forensic artifacts unique to 5G core networks * ​Coordinating response across telco, OT engineers, and cybersecurity teams This session is designed for cybersecurity professionals, OT engineers, telco architects, and policy stakeholders seeking practical, technical insights into defending next-generation infrastructure. Participants will leave with a clearer framework for understanding how 5G reshapes threat hunting, detection engineering, and incident response in converged environments. **SPONSORS** * F&B Sponsor — [CyberXCenter](https://www.cyberxcenter.com/)​ * Venue Sponsor — [CyberSG TIG Collaboration Centre](linkedin.com/company/cybersg-tig-collaboration-centre/) **SPEAKER BIO** [​](https://www.linkedin.com/in/matthiasyeo/)**[Matthias Yeo](https://www.linkedin.com/in/matthiasyeo/)** \| Matthias is the Co\-founder and Chief Executive Officer of [CyberXCenter](https://www.cyberxcenter.com/), a Cyber security firm in Singapore. The company focuses on Cyber security capability building within Industrial Control System (ICS) with services such as training, cyber exercises and cyber research. He has the experience in identifying and investing into technology companies, bringing them to multi-million valuation. These companies include blockchain companies, Medtech and emerging technologies. He also double-hat as the Chief Operating Officer of Momentum Z, a CSA Cyber Essentials' industry partner that helps to safeguard organization against the evolution of cyber threats. He provides technological directions and helps to steer the operations of momentum Z’s acquisitions. He has over 20 years of experience in Cyber Security and Technology Leadership. Previously, he holds and numerous Board advisory positions of several charity organization. He was previously the President in (ISC)2. Singapore chapter (Cyber Security Chapter that focus on security and governance skill). He was also the Ex-CTO of Symantec Corporation in Asia Pacific, and prior to that, he was the CTO of Blue Coat (Asia Pacific) ​ **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)

====== it's Paid event ============== Join us for a laid-back 4km run with awesome views and good vibes around the Marina! Join us for genuine face-to-face connections, new friends in the city, or just feel like hanging out with good people 🏃‍♀️ Buddy & Chill: Social Run Club **Being Human. Being Social.** **4KM Easy Run \| Singapore River \| Weekly \| Every Tuesday 7PM** The Buddy & Chill Social Run is designed for people who want to stay active *and* meet like-minded humans — organically, casually, no pressure. Join us for a chill 4KM scenic social run around the iconic Singapore River. We’re starting at **Chimi's Especial - Custom House ( Bag drop is here too!)** ### 🏃‍♀️ What to Expect: * Easy-paced 4KM run (conversational pace — no racing!) * Scenic route along Marina bay * Fun, friendly crowd (come solo or bring a friend!) * Group photo to capture the post-run glow ✨ * Post-run drinks at Chimi’s 🍹 * Optional post-run chill and dine at Chimi's with exclusive offer ### 🎯 Who Should Join? * Casual runners * Social butterflies * People who want to move, mingle, and maybe margarita 😉 ## 🌧 Rain Plan (Because Singapore) Weather doesn’t stop connection. * **Light rain / drizzle:** We’ll gather and chill at Chimi’s first. Once it’s safe, we resume the run. * **Heavy rain:** We pivot. Extended chill & mingle session instead — with good conversations and maybe tacos. Either way, you show up — we make it meaningful. No timing chips. No pressure. Just good energy and a great midweek reset. See you at the starting line! For more information find us at our IG : @buddyandchi

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!**

**[Confirmation email will be sent out by Tues, 24 March 12pm]** 👋 Hello AWS User Group Community! Join us on **Wednesday, 25th March 2026**, for our March meetup at the AWS Singapore Office, IOI Central Boulevard! 🤖This month’s meetup explores how builders are building **modern cloud applications with AI and generative AI on AWS**. Our speakers will share their experiences and insights from modernizing existing applications, designing enterprise agent architectures, and taking generative AI ideas from prototype to production. If you're experimenting with AI agents, exploring generative AI architectures, or simply curious about how others are bringing these ideas into real-world systems, this meetup is for you :) 📢 **IMPORTANT! Registration Information** To ensure a smooth check-in process, please take note of the following: ✅ Confirmed attendees will receive a confirmation email before the event titled **"AWS User Group Singapore: Registration Confirmed for AWS User Group Meetup – March 2026"**. You must present this email at the Level 1 Concierge to gain access to Level 5 for attendance verification. 🚶 Walk-ins (those without a confirmation email) will only be considered if the venue has not reached full capacity. Priority will be given to registered attendees with confirmation emails. 🔒 Strictly enforced: No confirmation email = walk-in. Entry not guaranteed. 📅 **Date**: Wednesday, 25th March 2026 🕡 **Time**: 6.30pm 📍 **Location**: AWS Singapore; 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Meetup Track** ✅ **Modernize Existing Apps with Agentic AI - No Code Changes - Using AgentCore Gateway + Kiro Powers** 📌 Speaker: Badri Kesavan, Senior Specialist Solutions Architect, Migration and Modernisation AWS ✅ **Architecture & Implementation: How to build Enterprise Agents using Strands?** 📌 Speaker: Chirantan Saha, Principal Consultant, Infosys Consulting This session is a practical, foundational guide to designing and deploying enterprise-grade AI agents using Strands Agents, an Open Source AI Agents SDK. The session covers the core architectural building blocks, implementation strategies, and integration patterns required to ensure scalability, security, and compliance in enterprise environments. It further explores how agent design can be aligned with business ROI, operational efficiency, and cost governance, enabling organisations to adopt AI agents in a sustainable and outcome-driven manner. If time permits, there will be a quick practical demo as well. ✅ **Idea to Production: Building Generative AI Applications in 4 hours** 📌 Speaker: Richard Lee, AWS AI Engineering Community Builder Building a generative AI prototype is easy. Shipping one into production in hours is the real challenge. In this session, Richard will dissect the architecture and approach used at dtax, a project built and deployed at a 4 hour hackathon to help seniors get care with their voice. This includes Amplify, Bedrock, Cognito, DynamoDB and Lambda. 💡 **Pro Tip:** Arrive early to avoid queues and secure your seat for the sharing sessions! Additional Highlights: 🍕 Pizza Time: Begin your evening with some delicious pizza at 6:30 PM, courtesy of our generous sponsor, AWS. Vegetarian and halal options will be available. 🍻 Post-Meetup Networking: Stick around for casual networking over drinks. Let’s forge new connections and continue the conversations! 🎁 AWS Swag & Promo Codes: Don’t miss the chance to win exclusive AWS swag and promo codes. Prizes will be drawn for attendees present at the event—so stay till the end! **Connect with us here!** Meetup: [AWS User Group Singapore](https://www.meetup.com/aws-sg/) LinkedIn: [AWS User Group Singapore](https://www.linkedin.com/company/aws-user-group-singapore/) Discord: [https://discord.com/invite/nkZagBG](https://discord.com/invite/nkZagBG) Please reach out to us at **[aws.usergroup.singapore@gmail.com](mailto:aws.usergroup.singapore@gmail.com)** for collaboration or other enquiries!

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!

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.

**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.

**Many professionals are curious about AI, but are unsure how it applies to their daily work.** **This meetup is a casual session for anyone interested in exploring how AI can support professional work.** **We will discuss practical ideas, share experiences, and explore how AI may help with tasks such as writing, analysis, research, and decision-making.** **The session will include a short introduction, a few practical demonstrations, and open discussion.** **Whether you are new to AI or already experimenting with it, you are welcome to join.**

**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.

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? 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)

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows. The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding

**OpenClaw Set Up Workshop** Want to try powerful AI tools without dealing with technical setup? **This workshop is designed for** **all experience levels**: **including complete beginners.** We’ll help you set up OpenClaw in the cloud step-by-step using TeamClaws.com, a simple platform that handles the complex parts for you. You don’t need to know how to code or manage servers. **What you’ll get** * **A free (limited time) private server from TeamClaws.com to run OpenClaw** **\- A fully guided\, step\-by\-step setup** **\- A working system you can use after the session** **\- Direct help throughout: no getting stuck on your own** **\- Organizer \(Rick\, TeamClaws\.com\) will provide pizza and soft drinks** **What to expect:** **\- Hands\-on setup \(you follow along on your own laptop\)** **\- Small group \(max 10 people\) for personal support** **\- Food and drinks provided** **Who this is for:** **\- Beginners with no technical background** **\- Business owners\, operators\, and curious individuals** **\- Anyone who wants to use AI tools without learning complicated systems** Preparation (have this): \- Gmail Account \- OpenAi Account \- Laptop and/or Phone \(we'll be doing mobile only setups\, too\) No coding. No prep. No prior experience needed. \-\-\- Spots are intentionally limited to keep this hands-on and helpful for everyone. If you’ve been looking for an easy way to get started with OpenClaw, this is it.

**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

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).