Product Management

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-2apr2026-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** In the next installment of ***STACK Meetup [AI]***, we’ll confront the realities of building AI with messy, incomplete, and oftentimes, invisible data. From inconsistent datasets to scenarios where structured data barely exists, this session dives into what it takes to build AI beyond ideal conditions. Through real-world project experiences, our speakers will share how they have approached data quality challenges, and worked outside the “happy path.” Walk away with practical strategies and fresh perspectives to help you better navigate the complexities of building AI for real-world contexts. **[Join the discussion today](https://go.gov.sg/stackmeetup-2apr2026-mc)**! **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening 7:15pm: Doing Useful AI When Far From the Happy Data Path By Alejandro Seif, Senior Data Scientist, Multimodal AI Squad, AI Practice, GovTech 7:35pm: The Data Reality of AI: Lessons from Real-World Projects By Silvan Melchior, Principal Data Scientist, Zühlke 7:55pm: Fireside Chat with Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-2apr2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Whether you are looking to buy your first home or considering investing in real estate properties, this meetup is perfect for beginners in real estate investing. Book Coach Douglas for an informative session on the basics of real estate, different investment strategies and how to make the most out of your property purchase for personal use or as an investment. Take the first step towards achieving your financial goals through property ownership. Don't miss out on this opportunity to learn and grow your real estate knowledge!

**RoastMyTechStack** #2 📅 Thu, Apr 2, 2026 🕗 6:30 PM to 9:30 PM 📍 Singapore — Register to see address 🔗 https://luma.com/5lo93sf2?utm_source=meetup RoastMyTechStack is a live event where developers, founders, and builders share their tech stacks, tools, and workflows for honest feedback from the room. We review **3 stacks per session**, unpacking tradeoffs, pressure-testing decisions, and surfacing what might break later. **Expect candid feedback, practical takeaways** and technical conversations**.** **Register now 🚀 →** https://luma.com/5lo93sf2?utm_source=meetup

**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]

Let’s meet for dinner and simply talk about life. This meetup is about slowing down after a long day, enjoying a simple, good meal together, and having relaxed, meaningful conversations. We can share stories, experiences, thoughts about life, or just chat about anything that comes to mind. Everyone comes from a different journey, and sometimes it’s really nice to sit down with a few friendly people, listen, laugh, and connect. This is not a networking event — just a casual dinner with people who enjoy genuine conversations and meeting new friends. Come with a friendly spirit and let’s enjoy a simple evening together. Sometimes friendships begin over the most ordinary dinners. 🍲😊

**Kenyir Lake 3D2N Houseboat + Full Board Meal!** **Date: 2-5 April 2026 (Thu-Sun)** **(Good Friday PH is fall on 3 April 2026)** **[FULLED, RSVP CLOSED]** **Price: $399/person** **2 person payment is $380/person** **3 persons or more payment is $365/person** Please join us to Malaysian Largest Lake Expedition, 3D2N Staying at Floating Boathouse with full-board meals and Swim with the Fishes at Kelah Sanctuary (fun of catching the fish by hand hiking), immersing in waterfalls, hiking, enjoying sunrise, herbal garden, kayaking and more... **◾INTERESTED, WHATSAPP 94884478 Wilfred or RSVP:** [https://www.meetup.com/lets-go-travelling-hiking/events/312768727/](https://www.meetup.com/lets-go-travelling-hiking/events/312768727/) **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 **Total 9 Rooms:** **1 VIP air-con room + attached toilet** **2 Air-Con Rooms (no attached toilet)** **6 Normal Fan Room can accommodate 2 - 4 person** There is no reservation of rooms. 1st come 1st serve payment done, your rooms are secured. There is No Single Room Request for this trip TA License No 03066 TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD **◾Event Highlights** Exploring the Tranquility of Tasik Kenyir ,embark on a serene getaway and immerse yourself in the biggest man-made lake in South-East Asia, spanning an area of 209,199 hectares and over 340 islands on this lake and more than 14 waterfalls. **Kelah Sanctuary** Visitors can play together with a fish species called “Kelah”. Visitors will amaze by the amount of fish in the site, where schools of fish can just swim between your legs in the crystal-clear waters and not shy away from humans. Visitors can play with them in close distance, catch them by hand, feed them with pellets, as well swim together with them. However, you need to hike through the jungle for 1.7km before arriving at the sanctuary. **Lasir Waterfall** The majestic 500 foot waterfall drops gracefully into a multi tiered array of boulders and rocks of foaming white spray. The base of the waterfall is shaded by leafy canopies, an ideal spot to take an afternoon rest. **Saok Waterfall** Cascading water over rocky terraces and boulders complemented by a flat sandy shore at the base of the waterfall, the perfect picnic spot for families. Be sure to take as many snapshots of this gorgeous place. **Herbal Garden** Here you will find more than 200 traditional herbal spices that include Tongkat Ali (Eurycoma Logifolia), Kacip Fatimah (Labiusa Pumila), Misai Kucing (Orthosiphon Arisatu) and other herbs with medicinal value **◾Event Detail:** We chartered the whole houseboat able to accommodate 30 pax. However, we will maximize the group to 25 pax of 10 rooms with 4 common toilets and activities including canoe, karaoke , playing cards games, mahjong etc . This is a good platform to invite your friends, families, colleagues and oming alone to know new friends. **◾INCLUDES:** • Houseboat is based on 2 or 3 person to one room • Meals of -/L/D(Fri),B/L/D(Sat),B(Sun) • Activities as mentioned • Transport pickup/alight Marsiling MRT-Gawi Jetty **◾EXCLUDES:** Personal Insurance Items Not Mentioned In Itinerary Kelah Sanctuary Entry Fee: Rm50 Local / Rm70 Foreigner Taman Negara Entry fee **◾4D3N Suggested Itinerary:** Day 1-Thur: 9pm Marsiling MRT Bus Stop 930pm-Woodlands Custom 10pm-JB Custom 11pm-Depart from JB Custom Day 2-Friday (-/L/D) 5am- Stop Over Rest Area Wash-up/Breakfast 10am- Arrival Pengkalan Gawi, Tasik Kenyir 1030am- Check in houseboat & Safety Briefing 11am- Visit Herb Garden (1) enjoy herbal and root drinks 12pm- Lunch 130pm-Lasir waterfall (2) 3pm- Kayaking (3) / Fishing (4) 6pm- Dinner 7pm-Chill-out Activities includes Karaoke, Board Games etc.(5) 10pm- Sleep Day 3-Sat (B/L/D) 730am- Wake Up 830am- Breakfast 930am- Boat arrival to kelah sanctuary(6) 10am- Trekking to Lupuk Kelah(7) 11am- Enjoy catching/playing with fishes in kelah sanctuary 1230pm-Return To Boat 1pm-Lunch 3pm- Saok Waterfall(8) 6pm- Dinner 7pm-Chill-out Activities includes Karaoke, Board Games etc.(9) 10pm- Sleep Day 4-Sunday (B) 7am- Breakfast 830am- Pengkalan Gawi Jetty 9am- Boarding Coach to JB Custom 1pm-Stop Over at Mall for Lunch @ own cost 8pm-JB Custom 9pm-Marsiling MRT **◾DISCLAIMER, INDEMNITY AND TERMS OF PARTICIPATION:** \-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\- PLEASE READ THIS LINK FOR T&Cs BEFORE YOU RSVP: [https://www.meetup.com/g/lets-go-travelling-hiking/settings/basic/](https://www.meetup.com/g/lets-go-travelling-hiking/settings/basic/) \*BY PARTICIPANTION, I HAVE READ, AGREED & ACCEPTED TERM & CONDITION:\* ❈THIS TOUR IS ORGANIZED BY: TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD TA License No: 03066

It’s time to stop putting off all those life admin tasks!✨ Take this time to file your taxes, reply to those old emails, or fix the schedule your next holiday! Bring along any life admin tasks you’ve been putting off, and enjoy the company of like-minded people 😊 We’ll start with a brief round of introductions and wrap up with optional sharing at the end. ✨✨✨ As this is a small-group event with limited spots, please keep your RSVP up to date! ✨✨✨

Hanging out with Humanists is a free and easy ground-up social gathering where you can meet and mingle with other fellow humanists and make new friends over dinner. Location : Hans Union, Springleaf Conveniently located just outside of TE4 *Springleaf* Exit 2. Brown line What to look for : Look for a lively group of people gathered together sitting outside on the long high table, and spot the pink T-shirt with the slogan “Be Good for Goodness' Sake” draped over a chair—a nod to the same shirts we proudly wore at Pink Dot. If you are attending for the first time, be sure to observe the [HumanistSG General Rules](https://humanist.org.sg/about/general-rules/ "https://humanist.org.sg/about/general-rules/") when attending the gathering for a pleasant experience, and [read a bit about the society and what we do](https://humanist.org.sg/key-hss-articles/ "https://humanist.org.sg/key-hss-articles/") on your way there! Wanna know who’s going? Ask out loud in the public chat linked via [our Telegram announcement channel](https://t.me/humanistsocietysingapore "https://t.me/humanistsocietysingapore")

Want to check out what dragonboat paddling is all about? Whether you are seasoned paddler or a newcomer, we welcome you to try out dragon boating with the German Dragons and end off the session with **ICE COLD BEER**! All paddling equipments and life vests are provided! **WHAT to bring:** \- comfortable sports attire\, flip\-flops\, hat\, sun glasses \- water \( min 1.5L) \- sun lotion **WHERE and WHEN:** \- 2:30PM meet at the boat nursery\, 5 Stadium Rd (be on time at our cage as we cannot wait for late-comers) \- grab your paddle\, life vest\, lock your belongings\, then warm\-up \- water training till 5PM \- after 5PM cool\-down\, chilled drinks\, freshly brewed Paulaner beer **Cost** $25 includes your training session and an awesome time over a keg of beer as post-training fuel! Pay on-site Send us a message for further enquiries. Looking forward to meeting you this Saturday!

**Dates:** * 4 April 2026 * 18 April 2026 * 2 May 2026 **Timing:** 2pm onwards **Venue:** HackerspaceSG **Address:** Textile Centre, #08-10, Singapore 199018 ​We'll be hanging out to practice some LeetCode questions together. **\#\# No food provided \#\# Bring your laptop \#\#** # ​Format: * ​Pick a random LeetCode question (easy or medium). * ​One volunteer will connect to screen and attempt the question within 40 minutes. * ​Rest of the group will either role-play as interviewer, collaborator or just observe. * ​At the end of the attempt, the group will provide feedback to the volunteer. # ​Format of Feedback: ## ​Soft skills * ​Ask good questions? * ​What should be talked about? What should demo thru code? ## ​Technical feedback * ​Quality of execution. # ​About JuniorDev SG: ​JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. ​At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

**[CONFIRMED TRIP] GUNUNG LEDANG (MT OPHIR) HIKE@1276m +** **1 Group DINNER** **3-4 April 2026 (FRI 1130pm-SAT 11pm)** **Cost: $170/person** **4 persons sign up and payment together is $160/person** **INTERESTED, WHATAPPS 94884478 Wilfred or SIGN-UP HERE** **[https://www.meetup.com/lets-go-travelling-hiking/events/313505445/](https://www.meetup.com/lets-go-travelling-hiking/events/313505445/)** **◾Attractions/Things To Do:** Gunung Ledang is a mountain in the Gunung Ledang National Park located in Tangkak District. The summit is located between the border of Muar and Malacca. Standing at 1,276 m (4,186 ft) ,with a clear trail leading to the peak, the mountain is a popular destination among amateur climbers. Mount Ophir is 64th highest mountain in Malaysia and arguably the most climbed mountain in the country. This hike is not for beginner or with height phobia hikers. 🔺You need to have a good fitness level (exercise regularly)and relevant trekking experience to sign up for this hike. [https://www.justrunlah.com/2018/08/15/my-gunung-ledang-hike-4th-august-2018-by-stargazer/](https://www.justrunlah.com/2018/08/15/my-gunung-ledang-hike-4th-august-2018-by-stargazer/) **“Video Highlights of 15-16 July 2022 Ophir Hike”** [https://youtu.be/5MzhzRhUF88](https://youtu.be/5MzhzRhUF88) **◾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:** \* Transportation Van < 14 person Bus >15 person \* Group Dinner is only included if group-size is 10 or more \* Mountain Guide/s \* 1 Event Host \* Hiking Permit **◾EXCLUDE:** •Personal Insurance •Items Not Mentioned In Itinerary **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:** **(Friday)** 1145pm- Marsiling MRT Bus Stop 1150pm-Depart **(Saturday)** 1230am-JB Custom 230am-Pagoh R&R (Stop over to rest and sleep in the bus. Those cannot sleep can eat & drink at the 24 hour cafe) 430am-Brush Teeth / freshen up 5pm- Bus Departs 530am Tangkar Coffeeshop for breakfast & pack lunch 645am-Bus Departs 715am-Mount Office HQ for Registration 745am-Briefing and Start to Hike 1230pm-Summit & Lunch 430pm-Reach the park office and declare the items. 530pm-Coach departs 530pm dinner 6pm- Chinese Restaurant Group Dinner 730pm-Depart to JB Custom 10pm-JB Custom 11pm-Marsiling MRT **◾Disclaimer, Indemnity and Terms of Participation:** \-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\- PLEASE READ THIS LINK FOR T&Cs BEFORE YOU RSVP: [https://www.wilfredtravel.org/terms-and-conditions](https://www.wilfredtravel.org/terms-and-conditions) **\*BY PARTICIPANTION, I HAVE READ, AGREED & ACCEPTED TERM & CONDITION:\*** **❈THIS TOUR IS ORGANIZED BY:** TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD TA License No: 03066

🏓 Swift Social Club: Pickleball Come rally, sweat a little, and meet new people — all in a fun, beginner-friendly setting! 👉 [Registration Form](https://docs.google.com/forms/d/e/1FAIpQLSeG3lO0NR3LWiiortSVCTkjj9WNZfqdymobCmKEf8gmFdpPyQ/viewform) 💵 Fee: $4 (includes paddle rental if needed and registration) 📍 Venue: ActiveSG Courts @ Farrer Park, 5A Race Course Rd, Singapore 219775 📅 Date: 03 April 2026 (Friday) 🕙 Time: 2:00 PM to 4:00 PM ✅ Attendance is only confirmed once payment is received. See you on court!

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event. We will be hearing from Becca Powell, Director of Advocacy and Outreach at Unchained At Last, an organization whose mission is dedication to ending forced and child marriage in the United States through direct services and systems change. Unchained At Last's mission clearly meshes and addresses several of our Humanist Ten Commitments. Becca will educate us about an issue many of us may not be familiar with--but should be. Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. Going forward our meetings will be hybrid. You can meet us in-person or attend online Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC) The formal presentation will start at noon

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

We're working on some great speakers for the April meeting. Agenda TBA: 11 Welcome 11:15 Michael Franchino - Using MCP in BC: Turning AI from Novelty into Tooling Noon - Networking Lunch 12:30 Dan Gianguilio - D355 WMS Session 1:25 Third Session 2:00 Closing Remarks You're invited to Indiana D365 April User Group Meeting Wed Apr 22, 2026 11:00 AM—1:30 PM (EST) https://teams.microsoft.com/l/meetup-join/19%3ameeting_NDQ3M2ExZWMtNzg5YS00N2M3LTkyNTItZmY0M2Q2NWFmYzBl%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7d Tap on the link or paste it in a browser to join.

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).