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Robots are improving at an increasing pace - due to improvements in hardware; simulation environments; and machine learning approaches at many levels : What if your Agents could take physical form? Talks (subject to updates...): **"Putting AI Agents into Humanoid Robots" - Yip Jia Qi** Since Jia Qi last talked at our meetup in 2023, he has been working at Menlo Research - who have recently open-sourced the Asimov humanoid robot (https://asimov.inc/diy-kit). In his talk, Jia Qi will talk about what has already been accomplished, and outline Menlo's (even more ambitious) goals. **"World [Action] Models" - Martin Andrews** Martin will be giving a high-level description of the World Model landscape (including JEPA) while also comparing them to other approaches for robotics applications. **FOOD UPDATE :** Google has told us that **there WILL BE** pizza at the event \-\-\- Talks will start at 7:10pm (entry at 6:45pm) and end at around 9:00pm, at which point attendees can come up to the front for a bit of a chat with each other, and the speakers. Due to some recent security incidents at the venue please take note of the new DevSpace security procedures [https://bit.ly/devspace-security](https://bit.ly/devspace-security) Attendees will not be admitted later than 15min after the talks have started. As always, we're actively looking for more speakers - both '30 minutes long-form', and lightning talks. For the lightning talks, we welcome folks to come and talk about something cool they've done with keras, PyTorch, JAX and/or Deep Learning for 5-10mins (so, if you have slides, then #max=10). We believe that the key ingredient for the success of a Lightning Talk is simply the cool/interesting factor. It doesn't matter whether you're an expert or an enthusiastic beginner: Given the responses we have had to previous talks, we're sure there are lots of people who would love to hear what you've been playing with. If you're interested in talking, please just introduce yourself to Martin at one of the events.

**Registration Link:** https://luma.com/mu4wsv8t Scalability is often treated as a purely technical challenge, something to solve with the right architecture, tools, or infrastructure. In reality, it is just as much about how we think. In this talk, Fion shares her journey of learning to design for scalability through real-world experience: navigating evolving requirements, growing systems, and the trade-offs that come with them. Rather than focusing on deep technical patterns, the session explores the decision-making process behind building systems that can grow sustainably. Through practical examples, she will reflect on: * How to recognise when scalability becomes a concern * Balancing simplicity vs. future-proofing * Breaking down systems into manageable, evolvable components * Learning from constraints, failures, and iteration This session is designed for developers who are early to mid in their journey, or anyone looking to strengthen their intuition around building systems that don’t just work today but continue to work as they scale. **Agenda** 6:30 PM - 6:45 PM: Registration + Networking 6:45 PM to 6:55 PM: Intro to WDS 7:00 PM to 7:10 PM: Intro to Zenika 7:15 PM to 8:15 PM: Learning to Design Systems for Scalability by Fion Sim, Zenika + Q&A 8:15 PM onwards : Networking + Phototaking + Clean-up

## **[\[register on Luma\] Give your AI Agent a Voice in 1 hour!](https://luma.com/tgbspeechmatics1?tk=2FtgLg)** [The Generative Beings](https://thegenerativebeings.com/?utm_source=luma) (TGB) is partnering up with **Speechmatics** to bring the *best-in-class Speech-to-text for voice agents*, with low-latency multilingual conversion and multi-speaker conversations. ​Speechmatics' enterprise‑grade voice models deliver 90%+ accuracy with sub‑second latency, and truly multilingual performance, including seamless code‑switching across Mandarin, English, Tamil, and Malay. ​Top developers and builders will get their hands on the very best of voice models and capabilities to quickly hack out a voice agent in 1 hour. *** ## ​**Agenda:** * ​**05:30 PM:** Registration + networking * ​**06:00 PM:** Welcome note [Shivang, TGB] * ​**06:10 PM:** Speechmatics Intro + startup program [Paolina] * ​**06:20 PM:** Speechmatics demo + platform access [Jeslyn] * ​**06:40 PM:** Start building Voice Agents * ​**07:40 PM:** Demos * ​**08:00 PM:** Networking + light F&B * ​**08:30 PM:** Doors close *** ## ​Partner: [Speechmatics](https://www.speechmatics.com/?utm_source=tgb) ​Speechmatics offers an enterprise-grade speech-to-text API in 55+ languages, supporting use cases like voice agents, captioning, healthcare scribe, and contact centers post-call analytics. It delivers low-latency transcription, flexible deployment across device, on-prem, and cloud, plus strong privacy and compliance support. ​[Apply to the Speechmatics Startup Program](https://www.speechmatics.com/startup-program?utm_source=luma) and unlock up to $50,000 in credits to build world‑class speech workflows. *** ## ​Venue partner: [SGInnovate](https://www.sginnovate.com/?utm_source=tgb) ​SGInnovate is a Singapore-based deep tech ecosystem builder that invests in startups, develops talent, and connects industry partners to grow the country’s innovation community *** # ​Organiser: ​[The Generative Beings](https://thegenerativebeings.com/?utm_source=luma) ​We accelerate GTM outcome for AI founders and builders. Join Asia's largest AI ecosystem of 15,000+ founders, builders, leaders, VCs, and talent. Currently, running chapters in: India, Singapore, Indonesia, Malaysia, Thailand and SEA. **[Signup](https://thegenerativebeings.com/?utm_source=luma) \| [LinkedIn](https://www.linkedin.com/company/the-generative-beings/?utm_source=luma) \| [Telegram](https://t.me/tgbcommunity?utm_source=luma) \| [X](https://x.com/tgbeings?utm_source=luma) \| [Instagram](https://www.instagram.com/tgbeings?utm_source=luma) \| [Reddit](https://www.reddit.com/r/TheGenerativeBeings/?utm_source=luma) \| [YouTube](https://www.youtube.com/@tgbeings?utm_source=luma)**

👋 Hello AWS User Group Community! Join us on Wednesday, 29th April 2026, for our April meetup at the AWS Singapore Office, IOI Central Boulevard! 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 – April 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, 29th April 2026 🕡 **Time:** 6:30 PM 📍 **Location:** AWS Singapore; 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Meetup Track** **✅ Evaluating GenAI Applications in Production with AWS Bedrock Evaluations** **📌 Speaker: Vishesh Kumar, Principal Architect, AWS** Without evaluation, all GenAI is "taking shots in the dark." Learn the six criteria for effective GenAI evaluation frameworks and how Amazon Bedrock Evaluations bridges the PoC-to-production gap with built in and custom metrics. **✅ Solving Real-Life Problem using Agentic AI and AWS cloud** **📌 Speaker: Senthil Baskaran, Emerging Technology Architect** Parents in Singapore receive dozens of school event PDFs via ParentsGateway each term and manually re-entering every date, time, and location into their calendars is tedious and error-prone. One PDF upload, two taps, and every event is in your calendar — that was the goal. School Event Processor — an AI-powered web app that extracts calendar events from school PDF letters and adds them directly to Google Calendar. Built with Next.js 15 (App Router), TypeScript, Tailwind CSS, AWS Bedrock (Claude Sonnet 4.5), OpenAI GPT-4o as fallback, NextAuth v5 (Google OAuth), pdfjs-dist for client-side PDF rendering, and AWS Amplify for hosting, the app was designed to solve a common, everyday pain point for parents. **✅From Idea to Interactive Map: Building AWS Community Globe** **📌 Speaker: Jagateesvaran Rajoo\, Software Engineer \| AWS Cloud Club Core Team at SIT** In this session, Jaga will share the story behind AWS Community Globe, an interactive project designed to make it easier to discover AWS Community Heroes, Community Builders, User Groups, and Cloud Clubs around the world. He will walk through the idea behind the project, how he designed and built the experience, the tools and technologies used, and some of the lessons learned while turning a simple idea into a working community discovery platform. 💡 **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 here (subject to approval):** **[https://luma.com/mu4wsv8t](https://luma.com/mu4wsv8t)** *This is an in-person event. Successful Registration is subject to approval.* **ABOUT** **In association with [Women's Dev Singapore](https://www.meetup.com/women-devs-sg/), [Zenika](https://www.linkedin.com/company/zenikasingapore/) presents A Practitioner’s Perspective:** ​Scalability is often treated as a purely technical challenge — something to solve with the right architecture, tools, or infrastructure. In reality, it is just as much about how we think. In this talk, \*\*[Fion ](https://www.linkedin.com/in/fion-sim-8427741b0/)\*\*shares her journey of learning to design for scalability through real-world experience — navigating evolving requirements, growing systems, and the trade-offs that come with them. Rather than focusing on deep technical patterns, the session explores the decision-making process behind building systems that can grow sustainably. Through practical examples, she will reflect on: * How to recognise when scalability becomes a concern * Balancing simplicity vs. future-proofing * Breaking down systems into manageable, evolvable components * Learning from constraints, failures, and iteration This session is designed for developers who are early to mid in their journey, or anyone looking to strengthen their intuition around building systems that don’t just work today — but continue to work as they scale. **About the Speaker - [Fion Sim](https://www.linkedin.com/in/fion-sim-8427741b0/):** Fion is a fullstack web developer focused on building robust, scalable applications across the modern web stack. She has hands-on experience with frontend frameworks such as Next.js and Angular, and develops backend microservices using Node.js and Prisma. Driven by curiosity and continuous learning, Fion is particularly interested in how systems evolve over time — and how thoughtful design decisions can support long-term scalability and maintainability. 📍 **Venue:** This meetup is brought to you by Zenika Singapore, 20 Bendemeer Rd, #03-10 BS Bendemeer Centre, Singapore 339914. **NOTE: Successful Registration is subject to approval. Sign up here:** https://luma.com/mu4wsv8t **EVENT SCHEDULE:** **6:30 PM - 6:45 PM:** Registration + Networking **6:45 PM to 6:55 PM:** Intro to WDS **7:00 PM to 7:10 PM:** Intro to Zenika **7:15 PM to 8:15 PM:** Learning to Design Systems for Scalability by Fion Sim, Zenika + Q&A **8:15 PM onwards:** Networking + Phototaking **TERMS & CONDITIONS** * Zenika Singapore reserves the right to amend these Terms and Conditions at any time. * Although very unlikely, please note that Zenika Singapore reserves the right to cancel or reschedule the event if necessary. However, in case of a cancellation, Zenika Singapore will inform all attendees one day in advance and will endeavor to provide an alternative date. * Please note that photographs and/or videos will be taken at this event for marketing, publicity, and archival purposes. Should you have any concerns with your image being captured or used, please approach one of our staff members. * Zenika Singapore owns the sole copyright of all content. * You will be added to our mailing list upon registration of this event and will receive updates on our next events and open positions at Zenika.

Join us for our Squash Sessions happening every Monday / Wednesday / Thursday 6pm to 8pm or 8pm to 10pm Suitable for beginners to the Squash Regulars. Each Session is $15 for pay per play. You can also enquire about being a member when you arrive. We use Meetup.com to advertise the session and our members use a private whatsapp group to register. So should you be the only one signing up, you may still see a full house that evening. Do sign up prior as we are limited to 16 pax per 2 hours sessions. Do whatsapp the organizer at 9006 0909 @Trevor to expedite the reply and confirmation of your bookings.

Group Run! This will be a casual run to cater to all fitness levels. Details as below, Date: 18th March 2026 Time: 7pm Venue: Meet at UOB Plaza, Raffles Place open area POC: Weijie @98627432, Jun Xiong @96912529 Lets build up our fitness together!😁😁

We invite you to an in-person session in Seattle exploring the real impact of AI on knowledge-driven industries — from shifting economics and the disruption of traditional SaaS and consulting models to where organizations can still build lasting competitive advantage. As AI platforms like ChatGPT, Claude, and Gemini continue to redefine how work gets done, organizations face a critical question: how can they adapt, remain competitive, and create lasting value? We’ll discuss practical strategies for integrating AI while preserving human expertise, along with actionable approaches to upskilling teams for an AI-driven workplace. Drawing on real-world experience from training thousands of professionals and deploying AI solutions, this session will provide clear, applicable insights for today’s evolving landscape. Following a short presentation, the session will open into an interactive discussion where attendees can share perspectives and explore key questions around the evolving role of humans, organizational adaptation, and staying competitive in an AI-first world. **Who should attend:** • Executives and managers in SaaS, consulting, and knowledge-driven organizations • Professionals exploring AI upskilling and workforce transformation • Anyone interested in the future of AI and knowledge work 📍 **Location:** Data Science Dojo, 5010 148th Ave NE, Suite 200A, Redmond, WA, United States 🔗 **Google Maps:** [https://lnkd.in/d8WA-yNc](https://lnkd.in/d8WA-yNc) **💻 Online Access:** A livestream will be available for those unable to attend in person; however, the full interactive experience is reserved for in-person participants.

Hi everyone, We will be having our monthly meetup event on 2nd May Saturday at 2pm at Tiger Brokers office pantry area located at 1 Raffles Place, Tower 2, #35-61, Singapore 048616. Near Raffles Place MRT. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a networking and talk event for everyone interested in AI or ChatGPT and to discuss about the latest developments in the use of AI in Finance. You can join our LinkedIn group at [https://www.linkedin.com/groups/14301790/](https://www.linkedin.com/groups/14301790/) and also our Telegram group at [https://t.me/+oJTJ-6fBKs04MTI1](https://t.me/+oJTJ-6fBKs04MTI1) Agenda 2pm Registration and networking session 215pm Sharing by Speaker from Tiger Brokers 3pm Sharing by Speaker from AAIA Mr Peter Ong 345pm Networking session 4pm End of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

## **Struggling to Get Leads from People Who Don’t Know You?** You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. ## **How AI Can Help You Attract Cold Leads (Without Overcomplicating It)** In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. ## **Imagine Having a Clearer Way to Attract Customers** Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. ## **Secure Your Seat** This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

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.

**You’ve built a career—but are you building something that truly matters?** If you’ve ever wondered whether your skills could be used for something more meaningful, you’re not alone. Join us for an evening of professional networking and knowledge sharing focused on meaningful work and venture building. Connect with like-minded professionals, engage in meaningful conversations, and discover opportunities to contribute to a more sustainable future. This meetup is the perfect platform to expand your network, exchange ideas, and learn the secrets behind venture building. Let’s explore how your experience can help build a better future—alongside others who are turning that same restlessness into real impact. [Note: Do get a drink or food from the venue to support them]

**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: Building past demos: Agentic engineering patterns for Brownfield Systems** ​Hrishi Olickel · CEO, Southbridge.ai (formerly YC W21) ​Hrishi runs Southbridge.ai, where he's spent the last year building long-horizon data agents for healthcare, research and finance — the kind of places where an agent that's flaky 5% of the time isn't an agent, it's a liability. He writes at olickel.com when he's not shipping. ​Most AI demos look great and fall apart the moment real data shows up. Hrishi's sharing what he's learned about engineering agents that hold up past the greenfield honeymoon — the patterns that make them repeatable, dependable, and actually usable after 0 to 1. You'll leave knowing what breaks next, and how to build for it from day one. ​Hrishi writes at [olickel.com](olickel.com) ​After the session, we go back to work

**🌟 Horoscope × MBTI Matchmaker Night 🌟Quality Small Group max 25pax if you are interested we still welcome to join us/ if you know you birthday times after the event I will count the birthday chart discuss about which horoscope is good match with you !!** **📍 Venue: The Harbour Place - Bistro Bar @** **located at 114 Tanjong Pagar Road, Singapore** **088529.** **🎟️ Ticket: Free causes is labour day !!** **Join us for a fun, relaxed Horoscope + MBTI matchmaking night, where personality, stars, and real conversations come together ✨** **🔔 Important Note** **As the event is held in a bistro for 2 hours, each guest is required to order a minimum of 2 drinks to cover venue costs. Thank you for your support** **🕒 Event Flow (Flexible & Chill)** **You’re free to follow the schedule or simply enjoy casual chats if you prefer.** **🧊 First 30 min – Self Introduction** **Light and easy introductions. No pressure, just be yourself.** **🍹 Next 30 min – Drinking Game/ discuss about your birthday chart horoscope!!** **Fun ice-breaker games to loosen up and connect naturally.** **💬 Next 30 min – Debate Game** **Interesting discussions around: —Life** **-Career** **-Relationships** **Share your thoughts, listen to different perspectives, and spark chemistry 💡** **📸 Final 30 min – Photo Session** **Take photos with:** \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **A meaningful and memorable takeaway 🌙To confirm your participation, please WhatsApp** **87964912\*\*\*\*\*\*\*\*us at least 1 hour before the event.**

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

Dear Illinois Prairie PUG members, Our next meetup will take place in a **new location**. Please read **the whole announcement** carefully to note all the changes. Our new meeting place is **Chicago Innovations at 1 W. Monroe**. *Talk Title*: pg_lake: Unifying transactional and analytical data with Postgres *Speaker*: Elizabeth Christensen, Snowflake *Talk Description* The data world used to be defined by “transactional" (OLTP) and “analytical” (OLAP) workloads, but we’ve asked ourselves, “Why not both?” A new series of extensions called pg_lake has just been released to connect Postgres to object storage and open table formats - like csv, Parquet, and Iceberg. pg_lake bridges the two worlds of transactional and analytical data for a vendor neutral, open source, unified data stack. This talk will explore the pg_lake extension, including how to build it, and demos of using it with modern data workloads in object storage like Amazon S3. We’ll create simple data pipelines with no ETL and high performance analytics. pg_lake is more than just an extension. It is the foundation to a fully unified data path with 100% open source tools backed by PostgreSQL, DuckDB, Iceberg, and Polaris. *Agenda* 5:20 - doors open 5:30 - pizza arrives 6:00 - 6:10 - Hettie D. Opening remarks 6:10- 6:20 - Hettie D. Data warehouse history overview 6:20 - 6:50 Elizabeth C. pg_lake: Unifying transactional and analytical data with Postgres 6:50 - 7:00 Q&A 7:00 - 7:50 - Open discussion and networking 7:50 - 8:00 - Cleanup time and closing *Notes about our new venue*. I am delighted to have an independent venue for the first time since I am hosting the meetups. I hope that this will be our permanent home. And as you all know, with more freedom comes more responsibilities. You will notice the change in the RSVP form. We are thankful to our hosts and promise to be responsible. We comply with the [PostgreSQL Code of Conduct](https://www.postgresql.org/about/policies/coc/). We do not want to waste food, so please indicate your dietary preferences. We will not close the RSVP in the morning of the meetup, but please do your best to RSVP in advance so that we can order the appropriate amount of food and drinks. Also, all meetups will be hybrid - please don't forget to indicate whether you are attending in-person or virtually. Thank you, and I look forward to seeing you all at our new location! Hettie Dombrovskaya Illinois Prarier PUG Organizer

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 **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

Topic to be announced. **CALL FOR SPEAKERS** Learn more: 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/ **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