IaaS (Infrastructure as a Service)

May 5-7, mHealth Israel is an official partner with [HealthTechX Asia](https://www.healthtechx-asia.com/) (see confirmed speakers in the photos). Startups interested in discount attendance and f2f meetings on-site should contact levi.shpairo@gmail.com **Meeting Targets- ASEAN Hospital C-levels, May 6-7**: [HealthTechX Asia](https://www.healthtechx-asia.com/). Some of the key themes and sessions at HealthTechX Asia include: • *AI for Clinical Decision Support & Workflow Automation* • *Smart Hospitals & Digital Infrastructure Modernisation* • *National Digital Health Policy & Data Governance* • *Funding, Scaling & Value-Based Care Models* Confirmed Presenters: * **Colin Lim**, CIO & CDO, Ministry of Health Singapore * **Charlene Liew**, Director, AI Office, Changi General Hospital * **Christine Ng**, Partner, Vertex Ventures · **Chien-Chang Lee** \- CIO\, Ministry of Health and Welfare of Taiwan\, Taiwan · **Dr.Ravi Sachdev** \- Chief Clinical Informatics Officer\, Tan Tock Seng Hospital\, Singapore

**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!

## Join Our NLP Skills for Sales Event! Looking to boost your sales game? Dive into the world of Neuro Linguistic Programming with our in-person workshop, tailored just for you. This event is in Mandarin, making it super easy to grasp the concepts and techniques that will help you connect better with your clients. Don’t miss out on this hands-on experience to sharpen your skills and close more deals! Speaker Adeline Adeline is a certified Enneagram and NLP Consultant (est. 2022) with a passion for decoding the "why" behind what we do. She defines Neuro-Linguistic Programming (NLP) as the study of how our thoughts (Neuro), language (Linguistic), and patterns of behavior (Programming) interact to create our reality. By understanding this connection, we can "reprogram" our responses for better outcomes. What sets Adeline apart is her approach to learning; she believes that personal development shouldn't be overcomplicated. She takes pride in offering simplified concepts that are easy to digest and even easier to apply. Her work focuses on two core pillars: Elevating Communication: Enhancing the way we connect with others. Inner Confidence: Identifying and silencing the inner critic to eliminate self-doubt. Nee Soon East CC Level 4, Room 4. 7pm (Only registered with tickets would be allowed entry, limited seats)

BISA would like to invite you as my Guest (Stephanus - UFO ID: 122045198) **UNFRANCHISE BUSINESS PRESENTATION** Cost SGD5/pax Paynow to +6581185681 Who should attend? 1. Students 2. House Wife 3. Mid Career 4. Business Owners 5. Entrepreneurs 6. Anyone who want to get supplemental income through global ecommerce business 22 April 2026 8-9 PM SGT MARKET SINGAPORE TRAINING ROOM 51 CUPPAGE ROAD #08-03 Singapore More Info: +65 93554952 Stephanus (whatsapp only) https://sg.shop.com/revival

We’re a welcoming ladies-only community where women come together to meet, mingle, and build genuine connections over sweet treats. From waffles and ice cream socials to fun mixers and curated gatherings, this is a space to make new friends, share laughs, and enjoy meaningful moments in a warm, stylish setting. Come solo or bring a friend — leave with great memories and even better company. Entrance fee $5: you may redeem a canned drink or a cup of single scoop ice cream of your choice.

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-7may2026-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** How do we scale AI agents from individual prototypes to enterprise-wide systems? This session breaks down the two critical layers of a scalable agentic architecture: The Execution Layer, which provides a standardised platform for agent runtime scaling, and the Orchestration Layer, which leverages event-driven architecture to keep agents reactive and synchronised. Explore the transition from solo AI-assisted development to a centralised platform model that translates individual productivity gains into aggregate organisational benefits. This involves building runtimes for a multi-assistant era, where governance is a feature rather than an operational tax. Complementing this, we’ll examine how event-driven architecture acts as a backbone to update knowledge bases in real-time with high-quality data. Learn how this approach simplifies the incorporation of new agents, allowing you to scale from single-agent to multi-agent applications without increasing operational load or compromising data governance. This session concludes with a community discussion designed for practitioners to exchange shared challenges, and learn from each other’s experiences in building robust AI systems. We’d like to hear from your experiences too! So come join in on the discussion today: **[go.gov.sg/stackmeetup-7may2026-mc](https://go.gov.sg/stackmeetup-7may2026-mc)** Who should attend: AI engineers, platform architects, and data practitioners focused on transitioning AI agents from experimental scripts into resilient and production-ready enterprise systems. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening 7:15pm: Scaling AI Development​ By Ng Shangru, Staff Software Engineer, AI Programme, GovTech Singapore 7:35pm: From Demo to Production: Scaling Agentic AI with Event-Driven Architecture Seamlessly​​ By Shelvia Hotama, Senior Solutions Engineer, Confluent 7:55pm: Discussion on Building Robust and Scalable AI Systems With Shangru, and Shelvia 8:15pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-7may2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Join our West Satellite Mission Evening Worship service in May to listen to insightful biblical sermon and lively fellowship with our West Satellite Church community!

**\*\*\* Please register at** https://luma.com/ofdo61ky **\*\*\*** **The Super-Individual Secret Club (SISC): The Toy AI Chapter** 📅 8 May 26 (Fri) 🕗 7pm to 10pm 📍 Register to see Address 🔗 https://luma.com/ofdo61ky ​We’ll explore how toys and AI intersect — AI as a powerful engine for imagination, personalization, and interactive play, and toys as evolving platforms that bring intelligence into the physical world. Are we entering an era of AI-enhanced play and emotionally aware, adaptive toys that reshape how humans learn, create, and connect? **​Expect demos, discussion, and ideas worth stealing.** **Register now! 🚀 →** https://luma.com/ofdo61ky

**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** **Topic: Federated Layer for Multi Agents** ​**Speakers:** 1. ​***Mike Anderson*** *— Co-founder & CTO, Covia Labs* 2. **​*Chirdeep Chhabra*** *— Co-founder & CEO, Covia Labs* ​Agents are starting to act as workers inside real production systems, and workers need a management layer. The question every builder in the room should take back to their laptop: in my own agent stack, what happens on the second concurrent write, and can I prove, today, under whose authority my agent acted? How do I manage my synthetic workforce in production. **​Chirdeep Chhabra** is Co-founder & CEO of Covia Labs. He previously co-founded Ocean Protocol and was Global Head of Tokenisation at Citi, with earlier work at IBM Research and EPFL. ​**Mike Anderson** is Co-founder & CTO of Covia Labs and leads the architecture of its lattice-based execution substrate. He was previously an Associate Partner at McKinsey, is a Cambridge Double First, and an IOI Gold Medallist, with deep experience in distributed execution systems. ​After the session, we go back to work.

Fun workouts including team games and challenges. For example, team vs team sled push challenges, wheel barrow race, max poundage or rep challenge etc. **\*WIN ATTRACTIVE PRIZES (sponsored by STARBALM\*)** (If this goes well we might make T-shirts :D) What to bring: -YOU -Your enthusiasm -Water bottle -Clothes for a workout -Maybe a towel Take note, will be taking photos or videos to help promote future meet ups.

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.

Speakers & Agenda: Speaker 1: Jeffrey Wang, AI Automation Strategist, Macrocosm AI Founder Sharing topic: "AI for SMEs: Practical Ways to Save Time, Cut Costs & Grow Faster" Speaker 2: Angeelia Phua, President of IWFCI Singapore Sharing topic: "Circular Fashion: A Quiet Shift Creating New Possibilities for SMEs" Speaker 3 (Host): Rudy Fang, Founder of SME Operating System™ Sharing topic: "Funding Your Business: Equity Funding for SMEs" Best regards, SME Operating System™

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

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.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm