MapReduce

Exploring Entrepreneurial Projects in Singapore and also in the China-Asean Economic Agency business in Guangxi, China. Explore the various channels of starting, operating and growing a thriving business in fast-growing industries. Explore opportunities to overcome the pressing challenges that Singapore faces: fastest ageing population, declining productivity, sky-rocketing costs, super competitive environment and ever growing number of foreign talents entering the already very tight economic spaces.....and many more. Complaining about these challenges will not help at all. Let's explore viable options and avenues opened to the average individuals to overcome these social-economic pressures.

Join us for a relaxed mini recce starting from CapitaSpring 🌿🏙️, where we’ll explore its lush vertical greenery before venturing out into some of the city’s more scenic pockets. This is a refreshing walk with ever-changing views, blending urban charm with touches of nature along the way. A lovely way to discover while meeting like-minded explorers 😊✨ **This is a limited tickets event. 🎟 🎫 Kindly only confirm if you are sure that you can make it, as last min drop-out deprive others a real chance to join. 😊** To protect your privacy, we do not collect telephone numbers 📵. Communication will be through the Event page. Kindly check for any updates, especially on the day of the event, so that you will be updated on any changes. The route may be amended or the hike postponed in the event of inclement weather, for the safety of our walkers. 🚶🚶‍♂️ Exercise care while you walk. Please inform us when you feel unwell and need to drop out. *Disclaimer: By joining this walk, you assume responsibility for your own safety and well-being 🚸, and will not hold the organizers/hosts liable for any loss or injury or other unforeseen events, ensuring a shared commitment to a safe and enjoyable experience for all. 😊 Thank you. 🙏 Photo credit: Mothership

Hi OpenSearch Community in Singapore, This is our first networking event for OpenSearch enthusiasts and builders in Singapore. OpenSearch is evolving rapidly, and we're witnessing significant shifts in how the project approaches everything from AI integration to everyday log management. **Agenda** * **6:30 PM – 7:00 PM** — Networking and Meet & Greet with some Pizzas! * **7:00 PM – 8:00 PM** — *What's New, What's Next: OpenSearch Community Meetup* **Speakers -** **Michael Supangkat** and **Farid Baharuddin** **What We'll Cover** We'll open with highlights from the **OpenSearch 3.5 release** — features you can start using today. These include the **Prometheus Discover experience**, which enables you to visualize metric data from Prometheus data sources directly alongside your logs and traces, as well as new support for **agentic conversation memory**, making it significantly easier to manage context and history for LLM-powered applications. We'll then take a broader look at the **2026 vision**, exploring planned features that signal where the project is headed: * **Automated Query Insights** — How the engine is moving toward self-healing capabilities by automatically detecting slow query patterns and recommending optimizations. * **Interleaved A/B Testing** — A closer look at tuning search relevance using live data directly within the engine, eliminating the need for external tooling. Looking forward to seeing you and learning from each other!

Join us for an insightful session as we talk about all things WordPress! Please join our Telegram group below for any updates. If you would like to speak at this meetup, please fill up the [Speaker Application](https://wpsingapore.org/be-a-speaker/) form. **== Venue ==** **HackerspaceSG @ Textile Center** 200 Jln Sultan, #08-10, Singapore 199018. **Note:** Access via **lifts 7 or 8** only to **Floor 8/9.** Do not use other lifts! View on [Google Maps](https://maps.app.goo.gl/N3sXrXc5qHSzejPV6). **== Agenda ==** 7.00pm - TBD (Apply to be speaker) 8.00pm - TBD (Apply to be speaker) 9.00pm - End **== Talks ==** **== Sponsors ==** **Event Venue** sponsored by **[HackerspaceSG](https://hackerspace.sg/)**. Built by and for geeks, nerds, inventors, engineers, and entrepreneurs, HackerspaceSG is the Singapore hacker community’s home, living room and laboratory. Come hang out with the community in the evenings. Co-work with us during the day. We also host regular events, meetups, presentations, workshops, and movie nights for the local community. HackerspaceSG was also Singapore’s first co-working space. **== Volunteer/Sponsor ==** Please contact us via the following channels if you're interested in helping out, know of a venue or would like to get involved as a sponsor. **== Website ==** [https://wpsingapore.org/](https://wpsingapore.org/) **== Telegram ==** Join our WordPress Singapore User Group: [https://t.me/SGWordPress/1](https://t.me/SGWordPress/1) **== Facebook ==** Join our WordPress Singapore User & Meetup Group: [https://www.facebook.com/groups/wpug.sg](https://www.facebook.com/groups/wpug.sg)

**🌿✨ ADVENTURE DAY TRIP ✨🌿** **⛰️🦋 GUNUNG LAMBAK BUTTERFLY TRAIL (10KM+)** **🍽️ + KLUANG 居銮 FOOD & RELAX** **📅 18 APRIL 2026 (SAT)** 🔥 READY FOR A CHALLENGE + FOOD REWARD? 😍Conquer BOTH peaks in 1 epic loop, then enjoy Kluang’s famous eats! 📲 JOIN NOW WhatsApp: 94884478 (Wilfred) OR RSVP: **[https://www.meetup.com/lets-go-travelling-hiking/events/313818470/](https://www.meetup.com/lets-go-travelling-hiking/events/313818470/)** **🦋🦋Gunung Lambak Butterfly Loop:-** This butterfly loop is a challenging route providing a good workout and training average of 10km taking 4-6 hours to complete depending on fitness level. The butterfly loop covers both summit (north and south peak) at one go. Once summit at 510m peak will descend, then climb back up the other peak to complete the "wings" of the butterfly. **Hiking Overview** The mountain offers several trails ranging from paved roads to steep jungle paths. **Trail Information:** �� Located at Kluang, Johor �� Level of Difficulty: Moderate 5/10 �� Start and end at the same trail head �� Elevation: 510 Meter �� Loop hiking 10KM in 4-6 hours depends on fitness level �� Hiking Route: Water Park - Summit- Telco Tower - Big tree - False Peak - Water park **🍽️ KLUANG 居銮 FOOD HUNT** Reward yourself after the hike! 😋 ✨ Famous for: • Local kopi & cafes ☕ • Malaysian delights 🍜 • Must-buy snacks 🛍️ 💯 Hidden gem town you’ll love! **Event Cost:** 💵 $130 / pax 👥 $120 / pax (Group of 4 & above payment) **Payment:** **Please Paynow $xxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt** **INCLUDE:** • Meals of D (Sat) If more than 10 pax dinner includes • Hiking Guides • Transportation: 14 pax > Van Bus > 15 pax or more • All Activities as mentioned **EXCLUDE:** Personal Insurance Items Not Mentioned In Itinerary 9 pax or below, dinner excludes **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD** **To Connect With Us:** **1\. Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)** **2\. Whatapps Channel:** **[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)** **3\. Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)** **Suggested Itinerary:-** •Saturday(D) 615am-Gather at Marsiling MRT Bus Stop 620am-Depart Marsiling MRT Bus Stop 640am-Depart JB Custom 7am-Stopover for Breakfast/Pack Lunch 930am-Briefing and commence hike 330pm- Shower/ Quick Change 5pm- Free & Easy @ Kluang Town 6pm- Group Dinner 7pm-Depart JB Custom 9pm- JB Custom 10pm: Marsiling MRT **Disclaimer, Indemnity and Terms of Participation:** The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only and changes may be required. All participants are strongly advised to have travel insurance. The participant agrees to assume all risks and indemnifies the organizers against all claims, disputes. \-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\- https://www.wilfredtravel.org/terms-and-conditions BY PARTICIPATE, I READ, AGREED & ACCEPTED TERM & CONDITION

Discover how to use AI tools to design modern UI, speed up your workflow, and turn ideas into fully functional WordPress websites—faster than ever. YL will conduct a live demo of free tools like Google Stitch and Google Pomelli to show you practical ways to level up your web projects. // **Johor Bahru WordPress Meetup #29** // 🗓️ Date: 18 Apr 2026 (Sat) ⏰ Time: 8.00pm 📍 Venue: Sutera Utama Toastmasters Club 41-B, Jalan Pendekar 9, Taman Ungku Tun Aminah, 81300 Skudai, Johor Bahru, Johor Darul Ta'zim (view map: [https://maps.app.goo.gl/oR1w8gJJR4t2B3rQ7](https://maps.app.goo.gl/oR1w8gJJR4t2B3rQ7) or [Waze](https://www.waze.com/en/live-map/directions/my/johor-darul-tazim/johor-bahru/sutera-utama-toastmasters-club?place=ChIJR-mAxfJz2jERqTMCbDuOVGU)) 🎟️ Admission: Free // Topics // **Session 1 > Can AI Help You Design Better WordPress Websites?** by Teh Yong Li **Session 2 > The Flagship WordCamp Journey** by Ooi Peng Hao Learn how WordPress can help in your personal & professional life! Whether you've just learned how to spell WordPress or are an expert, we'd love to have you! // Agenda // 7:45pm \| Networking / Find Parking 8:00pm \| Event Start with Ice Breaking 8:15pm \| Topic I \+ Q&A 8:45pm \| Topic I \+ Q&A 9:15pm \| Wrap\-up & Group Photo 9:30pm \| End\. Networking \+ *WordPress HelpHub* // Help Out // Want to be part of our meetups? We're seeking enthusiastic speakers and volunteers. Interested in sponsoring? Reach out! // Contact // 📞 Yves Tan +60 16 - 708 3808 📞 [YL +60 14 - 619 3328](https://api.whatsapp.com/send?phone=60146193328&text=Hi%20YL%2C%20I%20like%20to%20learn%20about%20WordPress%20Meetup%20JB%20%F0%9F%98%8A) Join JB Meetup WhatsApp group: [https://chat.whatsapp.com/CAQuELUZleWAmXawddSJ6u](https://chat.whatsapp.com/CAQuELUZleWAmXawddSJ6u)

The Singapore Oracle Users Group is proud to host a knowledge-filled day on Oracle Tech. # ​**Welcome to SGOUG SW Monsoon Conference 2026!** ​**Date:** Thursday April 16, 2026 ​**Time:** 9 am to 5.00 pm (registration and coffee starts at 9.00 am) **Registration:** https://luma.com/y2nkav8j (All attendees **must** register using the link provided) ​**Location:** *See registration site for details.* ​Join us for our one-day conference where we dive into the future of data and AI. We are excited to showcase **Oracle AI Database 26ai**, now available on-premises. It is packed with everything you need to build next-generation AI applications and modern enterprise apps right where your data lives. ​Attendees will also have the chance to opt in to participate in Oracle University's complimentary course and certification to be an **Oracle AI Vector Search Professional**. The certification exam regularly costs SGD 338.57! ​Don’t miss out on the ultimate developer tech conference of the season. # ​**Agenda** ​*The main track has seven sessions that cover a broad range of subjects including AI, Agents, Oracle AI Database, Oracle APEX, and Oracle Fusion integrations.* ​**09:00** \- Registration and Breakfast **09:30** \- Keynote **10:00** \- APEX vs\. AI: Evaluating ChatGPT\, Claude\, and Copilot \| *Morten Egan, Standard Charted* **10:45** \- A Humbling Experience \- From Database Expert to an AI Newbie \| *Connor McDonald, Oracle* **11:15** \- From Python to AI Lakehouse: Deploying an Autonomous Database End\-to\-End in the Cloud \| *Bruno Reis da Silva and Patrik Hollming, Miracle* **12:00** \- Sponsor session **12:15** \- Lunch **13:15** \- 100% Live Demo\! 26ai \- Zero Slides\, Zero PowerPoint\, Zero Marketing \| *Connor McDonald, Oracle* **14:00** \- Building Real\-Time Extensions to Oracle Fusion Applications \| *Richard Dalvi, 4i Apps Solutions* **14:45** \- Afternoon break **15:00** \- Proving the Data: Oracle GoldenGate Veridata in Action: Setup\, Compare\, Optimize \| *Nassyam Basha and Zaheer Syed, Techvisions* **15:45** \- An Agentic AI Solution for Retrieving Knowledge from a Large Haystack of Unstructured Documents \| *Matias Helskyaho and Patrik Hollming, Miracle* **16:30** \- Closing and Raffle\! # ​**Don't Miss Out!** ​Beyond content, this exclusive conference also offers an unparalleled chance to: * ​Network with fellow professionals and industry experts * ​Gain hands-on experience with Oracle technologies * ​Stay ahead of the curve with the latest innovations and trends * ​Unlock new opportunities for growth and innovation in your organization ​See you soon! # ​**Sponsor** ​We are grateful to Oracle for supporting the conference with a venue, food, and drinks!

**Special topic for this week: This week we have a short talk on Ocaml language features you definitely want to know!** 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!

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant. *** Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'! Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life. Mission: grow, support, and provide community for atheists in Central Ohio. Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision. Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge. Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).

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

Jimmy V's Grill & Pub in Grandview Heights. We meet in the bar in the room on the right (the cigar shop). You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant. *** Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'! Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life. Mission: grow, support, and provide community for atheists in Central Ohio. Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision. Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge. Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)