Statistical Computing

**Special topic for this week: TODO!** Have you ever wondered what happens after you write your program in any programming language and hit "Run"? Welcome to the new group dedicated to Compiler Engineering so we can discuss language design, static analysis, VMs, and code generation. Topics related to hardware architecture and FPGA are also welcomed! **Join us weekly and learn about:** * The vision for this group. * A crash course on how to start learning compiler dev (including top book recommendations). * An open networking session for showcasing projects and finding collaborators. * Weekly topic to learn about particular aspect of programming languages or hardware **Who is this for?** * Anyone building DSLs or new languages. * Anyone curious about low-level systems and programming * Anyone hiring for compiler/toolchain roles (come pitch your jobs!). * Anyone who wants to learn more about programming languages nature! This isn't a lecture—it's a conversation. Come share your projects and get motivated! This group is not super serious, so if you want to just yap about how bad is the new C++ standard you can find some listeners here. See you!

👋 Hello AWS User Group Community! Join us on Wednesday, 20th May 2026, for our May meetup at the AWS Singapore Office, IOI Central Boulevard! We’re bringing the community together again for an evening of sharing, learning, and connecting — stay tuned as we finalise the session lineup 👀 📅 Date: Wednesday, 20th May 2026 🕡 Time: 6:30 PM 📍 Location: AWS Singapore; 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Meetup Track** ✅ **Lessons Learned Deploying an LLM-Powered Knowledge Assistant** 📌 Speaker: Hairizuan Noorazman, DevOps Engineer Engineering teams often lose time navigating fragmented Jira and Confluence documentation. To address this, an LLM-powered chatbot was built on AWS — using ECR, EKS, and Amazon Bedrock. The initial RAG approach quickly surfaced critical issues such as data leakage in vector stores, prompt injection, and broken access controls. This session breaks down these failure modes and explores a pivot to a Model Context Protocol (MCP) integration with Atlassian, allowing queries over live data instead of duplicating it. Attendees will gain practical insights into RAG vs MCP trade-offs and a reference AWS architecture for building safer LLM systems. ✅ **Kiro IDE Best Practices in SDLC and Scrum Sprint DevSecOps** 📌 Speaker: Tim Wu, Senior GTM Specialist SA AI/ML An AI-powered development environment that embeds enterprise standards directly into your workflow. See how Kiro transforms traditional SDLC approaches through its Five-Element Architecture, making compliance, security, and best practices automatic rather than afterthoughts. Kiro provides ready-to-use configurations that enforce guardrails while accelerating development. This session focuses on live demonstrations to show you exactly how steering files, hooks, skills, subagents, and MCP integrations work together in real enterprise scenarios. ✅ **Running AI agents that control computers: AWS architecture for sandboxed autonomous execution** 📌 Speaker: Sahil Sharma, Applied AI Enthusiast Agents that browse, click, and type need more than an API call- they need isolated sandboxes, warm container pools, and an architecture that scales. This deep dive covers how 14 AWS services come together to run autonomous computer-use agents safely and fast in production. 📢 **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 – May 2026**."* You must present this email at the Level 2 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. 💡 **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!

**☁️⚡️ The Future of AI and Cloud Computing 🚀 First AWS Student Builder Group Meetup!** Artificial Intelligence and Cloud Computing are reshaping the future of industries through smarter, faster, and scalable digital solutions. Join us for an insightful session exploring how AI integrated with cloud platforms like AWS is transforming business intelligence, healthcare, finance, renewable energy, automation, and more. **🎙 Speaker: Hollis Francis** A physicist specializing in solar cell research and a Business Intelligence expert with experience in Microsoft Power BI, SQL, Excel, and cloud-based analytics using AWS. He has worked with organizations including PETRONAS and Permodalan Nasional Berhad, and participated in global competitions such as the NASA Space Apps Challenge and the Japan Aerospace Exploration Agency Programming Challenge. **📍 Venue: MakerSpace, S01, KTC, Universiti Teknologi Malaysia** **📅 Date: Wednesday, 20 May 2026** **⏰ Time: 5.30 PM – 7.30 PM (GMT+8)** **✨ Benefits of Joining:** ⚡️ Explore the future of AI & Cloud Computing 🌍 Discover real-world AI applications across industries 📊 Learn how cloud powers machine learning & analytics 🚀 Understand scalable and intelligent digital solutions 💼 Gain insights into AI & cloud career opportunities 🍽 Refreshments will be provided for participants. Don’t miss the opportunity to learn from industry experience, connect with fellow builders, and be part of the very first AWS Student Builder Group meetup at UTM! **📝 Register Now** [https://forms.gle/EgxCCM1utEFRZUfE7](https://forms.gle/EgxCCM1utEFRZUfE7) or **Meetup:** [https://www.meetup.com/awssbgutm/events/314839918](https://www.meetup.com/awssbgutm/events/314839918) 📣 Stay Connected 📱 Telegram: [https://t.me/awssbgutm](https://t.me/awssbgutm) 📸 Instagram: [https://www.instagram.com/awssbgutm/](https://www.instagram.com/awssbgutm/) 🌐 LinkedIn: [https://www.linkedin.com/company/awssbgutm](https://www.linkedin.com/company/awssbgutm) 🌍 Meetup: [https://www.meetup.com/awssbgutm/](https://www.meetup.com/awssbgutm/) **AWS Student Builder Group** **Universiti Teknologi Malaysia** Learn • Build • Connect #AWSsbgl #AWSStudentBuilderGroup #AWSBuilders

**Note: For ice breaker purposes, everyone is to prepare a photo they want to share about! (can be any photo so long as they arent explicit! ☺️)** K-Bridge Social Mix — Learn, Chat & Connect 🍃 Ever wanted to practice Korean but didn’t know where to start — or who to speak with? Join us for a casual and welcoming Korean social night in Singapore, where native Korean speakers and learners come together to chat, learn, and make new friends 🤍 ✨ What to expect: • Small group conversations with a 1:3 ratio (1 native speaker : 3 learners) • Relaxed, guided discussions — no pressure, no judgment • Open mingling sessions to meet more people throughout the night • A safe space to practice Korean at your own pace Whether you’re just starting out or already learning, this is a space to build confidence, pick up real-life expressions, and connect with others who share the same interest. Come for the language, stay for the people 🇰🇷💬 Location: TBC! 싱가포르에서 한국어가 그리울 때, 혹은 새로운 인연을 만나고 싶을 때 어디로 가야 할지 고민하셨나요? 🤍 어색함 1도 없는 분위기에서 외국인 친구들에게 한국어도 알려주고, 현지 친구들과 찐한 인연을 쌓고 싶은 분들을 위한 'Social Mix'에 여러분을 초대합니다! 🇸🇬🇰🇷 ✨ 우리 모임은 이래요! • 황금 비율 소그룹 대화: 한국인 1명과 학습자 3명이 한 팀이 되어 깊이 있게 소통해요 (1:3 비율 사수! 🤝) • No Pressure, No Judgment: 정해진 정답은 없어요! 가벼운 가이드를 따라 편하게 수다 떨며 자신감을 북돋아 주는 힐링 타임 🍃 • 자유로운 네트워킹: 정해진 세션이 끝나면 더 많은 사람과 밍글링하며 인맥을 넓힐 수 있어요. • 언어 그 이상의 커넥션: 한국어를 매개로 모였지만, 결국 남는 건 좋은 사람들! 한국어 튜터가 되어주셔도 좋고, 그냥 새로운 친구가 필요해서 오셔도 좋아요. 가벼운 마음으로 오셔서 리얼한 표현도 공유하고, 싱가포르 생활 꿀팁도 나눠봐요! 🙌

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

Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”? Most people don’t take action until it starts affecting their daily life… Low energy, poor sleep, stubborn weight gain, and relying more on medication. It doesn’t have to get to that stage. Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines. You’ll learn: • Easy lifestyle shifts to support healthier numbers • Smarter nutrition choices that fit your daily routine • How to build sustainable habits for long-term wellness Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health. Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately. Seats are intentionally limited to ensure a focused, high-quality experience. 👉 Secure your seat now — message us or register today before spots are filled.

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-21may2026-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** As AI reshapes the future of defence, how do we stay ahead of machine-speed threats? Dive into the high-stakes world, where AI meets modern security, as we explore the critical intersection of AI-driven resilience and the next frontier of digital warfare. This session unpacks what it takes to stay "In Command" in an increasingly complex landscape, covering the evolution of security operations, strategic leadership, and the transition to post-quantum security. By connecting technical innovation with strategic leadership, we provide the insights needed to navigate today’s dynamic threat landscape. [Join us](https://go.gov.sg/stackmeetup-21may2026-mc) to gain the practical tools to fortify your organisation and lead with confidence in this new era! **Programme** 6:30pm: Networking 6:55pm: Opening Announcements 7:00pm: The Threat Landscape Shift with Claude Mythos By Sean Lim, Security Engineer, Vectra AI 7:10pm: Overwhelmed to 'In Command': How AI‑Driven Defence Empowers Modern SecOps By Jason Heng, Regional Director, Rapid7 7:20pm: Power the Agentic Security Operations Center (SOC) By Jeff Yeo, Leader Solution Engineering, Splunk 7:30pm: Can You Trust Your AI Agents? Evaluation-driven AI for Cyber Intelligence Operations By Simeon Tan, Co-Founder and CTO, Protos Labs 7:40pm: Transitioning from Red to Blue in the AI Era: The CISO Navigator By Terence Teo, Chief Information Security Officer, Ministry of Sustainability and the Environment 7:50pm: Beyond the Hype: What Post-Quantum Security Actually Looks Like in Practice By Regal Star, CEO, ZENTARA Technologies 8:00pm: Closing 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-21may2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Welcome to Singapore **AgentCamp 2026**! Organized by the Global AI Community, this global initiative brings together AI enthusiasts and developers to learn, share, and grow their AI knowledge. Join us for an action-packed 5-hour evening filled with expert-led presentations, real-world engineering insights, and practical, hands-on learning. We’ll be covering everything from low-code AI development in Copilot Studio to pro-code orchestration and AI security. Whether you're taking your first steps in AI engineering or you are looking to build an autonomous agentic SOC, we have an incredible lineup of Experts ready to share their expertise. ### 🗓️ Event Agenda (Note: As this is a highly interactive session, the first hour will act as a buffer to help everyone get set up with their environments before the tech sessions begin!) **4:00 PM \| Welcome\, Setup & Logistics** Arrive, get comfortable, and use this time to get your infrastructure ready. Our team will be on the ground to help you with activating your Azure subscription, getting used to the GitHub repo, and prepping your environment for the Hands-On Lab! **5:00 PM \| Click\. Configure\. Deploy\. Your First AI Agent in 90 Minutes** (Low-Code Session) 🗣️ **Speaker:** Pardha Sardhi Komanduri, Sr. Solutions Engineer **5:40 PM \| Building Agent Orchestration Using Microsoft Agent Framework** (Pro-Code Session) 🗣️ **Speakers:** Sithu Kyaw, Sr. Solutions Engineer & Jana Lee, Solutions Engineer **6:20 PM \| Break & Networking** Grab a bite, stretch your legs, and connect with fellow AI enthusiasts. **7:00 PM \| Hands\-On Lab \(HOL\): Building Agentic Apps from Low to Pro Code** 🗣️ **Conducted by:** Zafir, Solutions Engineer Put theory into practice! One comprehensive lab covering the overarching concepts from the previous sessions. You can take what you've built home with you. **8:00 PM \| Security & AI Engineering: Building an Autonomous Agentic SOC** 🗣️ **Speaker:** Joe Tan, Sr. Solutions Engineer **8:45 PM \| Closing & Open Q&A** **9:00 PM \| Event Concludes** ### 💻 What to Bring & Prerequisites * **Your Laptop:** This event features a 1-hour Hands-On Lab, so bringing your own device is a must! * **GitHub Account:** Please ensure you have an active GitHub account. * **Azure Subscription:** You will need an active Azure Subscription. **Don't have one? We've got you covered!** We will provide a free subscription invite code at the event. **RSVP [HERE](https://konfhub.com/checkout/sg-gai-may-2026-agentcamp) to secure your spot! See you there!**

Welcome to Singapore **AgentCamp 2026**! Organized by the Global AI Community, this global initiative brings together AI enthusiasts and developers to learn, share, and grow their AI knowledge. Join us for an action-packed **5-hour evenin**g filled with **expert-led presentations**, real-world engineering insights, and practical, **hands-on learning**. We’ll be covering everything from low-code AI development in Copilot Studio to pro-code orchestration and AI security. Whether you're taking your first steps in AI engineering or you are looking to build an autonomous agentic SOC, we have an incredible lineup of Experts ready to share their expertise. 🗓️ **Event Agenda** (Note: As this is a highly interactive session, the first hour will act as a buffer to help everyone get set up with their environments before the tech sessions begin!) **4:00 PM \| Welcome\, Setup & Logistics** Arrive, get comfortable, and use this time to get your infrastructure ready. Our team will be on the ground to help you with activating your Azure subscription, getting used to the GitHub repo, and prepping your environment for the Hands-On Lab! **5:00 PM \| Click\. Configure\. Deploy\. Your First AI Agent in 90 Minutes** (Low-Code Session) 🗣️ **Speaker:** Pardha Sardhi Komanduri, Sr. Solutions Engineer **5:40 PM \| Building Agent Orchestration Using Microsoft Agent Framework** (Pro-Code Session) 🗣️ **Speakers:** Sithu Kyaw, Sr. Solutions Engineer & Jana Lee, Solutions Engineer **6:20 PM \| Break & Networking** Grab a bite, stretch your legs, and connect with fellow AI enthusiasts. **7:00 PM \| Hands\-On Lab \(HOL\): Building Agentic Apps from Low to Pro Code** 🗣️ **Conducted by:** Zafir, Solutions Engineer Put theory into practice! One comprehensive lab covering the overarching concepts from the previous sessions. You can take what you've built home with you. **8:00 PM \| Security & AI Engineering: Building an Autonomous Agentic SOC** 🗣️ **Speaker:** Joe Tan, Sr. Solutions Engineer **8:45 PM \| Closing & Open Q&A** **9:00 PM \| Event Concludes** 💻 What to Bring & Prerequisites * **Your Laptop:** This event features a 1-hour Hands-On Lab, so bringing your own device is a must! * **GitHub Account:** Please ensure you have an active GitHub account[[1](https://www.google.com/url?sa=E&q=https%3A%2F%2Fdocs.globalai.community%2Fazure-client.html)]. * **Azure Subscription:** You will need an active Azure Subscription. **Don't have one? We've got you covered!** We will provide a free subscription invite code at the event. ***Only 80 seats are available.*** **RSVP [HERE](https://konfhub.com/checkout/sg-gai-may-2026-agentcamp) to secure your spot! See you there!**

**GopherCon Singapore 2026** **ANNOUNCEMENT – Tickets via [website](https://2026.gophercon.sg/) only.** The international Go programming language conference for Singapore and Southeast Asia is back. GopherCon Singapore 2026 will be held on **20 to 22 May 2026**. We are very excited to once again meet like-minded Go developers from Singapore, other parts of South-East Asia, and the rest of the world. Keep a lookout on the website for our speakers and agenda update. You can still sign up for the conference or a conference + workshop. Sales are happening fast. *The end time at 10pm takes into account the After-party Event which will take place after the conference at a venue which will be made known soon. Attendees will need to show their conference passes for the After-Party event.* See you there! Cheers! GoSG for GopherConSG 2026

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!**

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Who else is ready to sit outside? Join us for a casual chat over coffee & tea at Grandview Grind! Come out and meet some new people, enjoy your favorite drink, and make some new friends!