Stocks Analysis

**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!

Please RSVP @ [https://www.eventbrite.sg/e/1986957038991](https://www.eventbrite.sg/e/1986957038991) 活动亮点： 1\. 企业发展阶段全景解析 2\. 各阶段管关键应对 3\. 与企业主深度交流，拓展人脉资源

**Path to an AI-first organization: The state of play** *with May Xu, Regional Head of Technology - APAC, Thoughtworks* Are you struggling to see a measurable impact from AI adoption in your software delivery process? Many organizations get stuck at the "individual productivity" stage, missing the massive value found at the team and enterprise levels. In this talk, May will explore the strategic evolution from AI-assisted tasks to a truly AI-first team and organisation. This session is designed for tech leaders and practitioners who want to move beyond the hype and build high-functioning, AI-enabled delivery teams. **What you’ll learn:** * **Defining the AI-first vision:** A clear understanding of what defines an AI-first team and AI-first organization. * **Six key shifts:** The changes you need to make to build an AI-first team. * **Six core capabilities:** How organizations can bridge the "enterprise scaling chasm" and unlock AI value at scale. **About the speaker** **May Xu** is the Regional Head of Technology, APAC at Thoughtworks. A leader in applying AI to evolve software delivery, she advises clients on large-scale digital transformations and shapes regional tech strategy. With a focus on AI-first approaches, May partners with client organizations to build scalable digital capabilities by focusing on technology, people and business outcome. **Agenda** 6:45 pm Registration and networking 7:00 pm Path to an AI-first organization: The state of play by May Xu 7:45 pm Q&A and networking 8:15 pm Event closes **Event Details** **📅** Date: Wednesday, April 22, 2026 🕡 Time: 6:45 - 8:15pm (Talk starts at 7pm) 📍Venue: Thoughtworks Singapore office, 18 Cross Street, #12-01 18 Cross, Singapore 048423 🍕 Light refreshments and beverages will be provided **To join us, please RSVP on Meetup and [register via this link](https://office.habitap.one/#/event?token=U1O2U9O5UCPYGPGB&officeCentreId=734) to receive your building access QR code for the event day.** We hope to see you there! *\*Disclaimer:* *Photographs, videos or recordings may be taken and used by Thoughtworks at this tech talk. Thoughtworks may use these photos, videos or recordings in public transmissions such as in media accounts, digital platforms, brochures, websites and other publication materials. If you have any concerns with being photographed, filmed or recorded, please let the onsite photographer, videographer or event organizer know. For further information, please refer to Thoughtworks' Privacy Policy listed in our website: [www.thoughtworks.com](http://www.thoughtworks.com/)*

Join us for a fun and exciting session! RSVP if u are coming. Whatsapp 93366835 for any enquiry or if u are coming. Don't pop up unannounced. Game will only start with 4 px minimum. Located at the Pickleball Ang Mo Kio courts, our group welcomes players aged 25 and above who are passionate about both pickleball and discussing the latest happenings in Singapore, business, investing and anything under the sun. Come prepared to enjoy some friendly and serious competition on the courts, and forge meaningful friendship with fellow Pickle-chus! Reserve your slots now. All u need to bring is yourself, pickle paddle, hydration for yourself, a towel to dry yourself, comfortable shoes and attire and you're good to go. For first time members, a one time only $4 admin fee is payable for provided equipment (net) and expensive silent balls. That's all. Subsequently it will be $1 a month just to cover cost of setup etc.

**📈 SG Investors & Traders Meetup (Age 21–40)** Are you passionate about investing or trading? Whether you’re into stocks, crypto, real estate, or just getting started—this is for you. Join us for a **dinner & drinks** with like-minded people in Singapore. No slides, no sales talk—just good conversations, idea exchanges, and networking with fellow investors and traders. ✅ Age 21–40, based in Singapore ✅ Pay for your own food & drinks (just order something you like 😊) ✅ No Financial Advisors (to keep it comfortable for all) If you’re looking to share tips, learn from others, or simply enjoy a laid-back evening with investing enthusiasts—come join us! ⏰ For those who are trading, feel free to head off after 8:15pm. 🗓️ We’ll PM everyone the day before to confirm attendance. If you’re unable to attend, please let us know so we can release your slot to others. 📌 Please fill in this quick screening form (occupation is required for entry). Do note that entries may be declined if the information is incomplete or inaccurate. 👉 [https://forms.office.com/r/xp3G1XAFTU](https://forms.office.com/r/xp3G1XAFTU) See you there! 🍻

**ANNOUNCEMENT – Registration via this [link](http://go.gov.sg/stackmeetup-23apr2026-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 this edition of STACK Meetup [Data], move on to the next stage in your data journey - engineering trustworthy data quality. Hear about MDDI’s standards and metrics, which allow the SG Gov to enhance data quality and availability, manage data inter-dependencies, and ensure that data errors are corrected ASAP. Discover how GovTech Singapore applies AI-enabled tools for intelligent metadata and data quality rule generation to scale data management beyond reactive to proactive. Explore how to thrive in an AI-first reality with agentic AI agents and learn about an open source, data quality validation SDK by GovTech’s Data Practice team. The highly popular Panel Discussion segment will feature Panellists from the SG Gov and DBS Bank as they deep dive into strategic data management that allow scaling at the enterprise level. Join us for an evening of dynamic mingling with peers and experts in the data field and stay on for insightful Q&A segments, where our speakers can answer your burning questions. **[Snag your seat today](http://go.gov.sg/stackmeetup-23apr2026-mc)**! Who should attend: Data analysts, data architects, data and project managers, data engineers, data scientists, and data practitioners who are in the business of maintaining data systems and use data regularly. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By ​Yap Ghim Eng, Head of Data Practice, GovTech Singapore 7:10pm: Data Provisioning Standards (DPS) and Data Reconciliation Protocol (DRP) for WOG By Lo Zhi Zhan, Deputy Director, Data Assets and Use, Smart Nation Group, MDDI​ 7:30pm: From Chaos to Confidence: Scaling GovTech’s Data Management with AI-Driven Data Quality By Anders Tay, ICT & SS Policy Specialist, Chief Data Office, Chief Information Office, GovTech Singapore; and Hyqel Razali, Data Analyst, GovTech Singapore 7:50pm: Data Engineering in the Agentic Era [Data Quality Edition] By James Teo, Data Engineer, Data Practice, GovTech Singapore 8:00pm: Panel Discussion Moderated by Yap Ghim Eng, Head of Data Practice, GovTech Singapore With Panellists: * Lo Zhi Zhan, Deputy Director, Data Assets and Use, Smart Nation Group, MDDI​ * Sachin Tonk, Deputy Director, Engineering Management, Chief Data Office, Chief Information Office, GovTech Singapore * Florent Juglair, Head of Data Management, DBS Bank 8:20pm: Rapid-fire Q&A By speakers: * Lo Zhi Zhan, Deputy Director, Data Assets and Use, Smart Nation Group, MDDI​ * Anders Tay, ICT & SS Policy Specialist, Chief Data Office, Chief Information Office, GovTech Singapore * Hyqel Razali, Data Analyst, GovTech Singapore * James Teo, Data Engineer, Data Practice, GovTech Singapore 8:30pm: End of STACK Meetup Click **[here](http://go.gov.sg/stackmeetup-23apr2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

**When:** Saturday, April 25, 2026 **Time:** 4.30pm - 6.30pm **Location:** Revealed 24 hours before actual gathering Trade your screen for the green this Earth Day. 🌿 One of the best and easiest way of celebrating Earth Day is actually just going outdoors and exploring nature. The golden rule? Take only pictures, leave only footprints. **The Vibe:** Don’t worry — this isn’t a serious scavenger hunt. The only real scavenging will be discovering a little more about your flock along the way. It is a low-impact, walk-and-talk experience. We keep our groups small to ensure everyone actually gets to talk. **How to secure your spot:** 1. Purchase your spot as a [Seeker](https://www.flock.asia/products/the-flock-active-series-its-earth-day) (one-time) or [Flocker](https://www.flock.asia/products/become-a-flocker) (member). 2. Vibe Check: Complete the [Vibe Check quiz ](https://tally.so/r/mOpDd8)so Mother Hen can match you to the right Flock. 3. Connect: Follow us on Telegram **@flocksg** for latest gathering updates. **💡 Important Note for Flockers (Members):** Even with a membership, you **must** still "purchase" a ticket on our website for each specific gathering. This allows us to register your spot and curate the group. As a member, your ticket price will automatically reflect as **$0.00 at checkout** once you are logged in. **READY TO FIND YOUR FLOCK?** See our full gathering calendar [here](https://www.flock.asia/collections/upcoming-gatherings). *Note: RSVPing on Meetup does NOT secure your spot. Seats are only confirmed once payment and the Vibe Check are completed via our website.*

Spotting hidden opportunities and using a proven framework to safely upgrade and achieve high returns on your real estate portfolio. Register for your slot to via this Google Form: [https://forms.gle/Nhe5u8dpqVHh1KWn8](https://forms.gle/Nhe5u8dpqVHh1KWn8 "https://forms.gle/Nhe5u8dpqVHh1KWn8") **The Upgrader's Blueprint: How to Pass the 5-Factor Profit Test** Content Points: * The Latest Market Movements: Spotting the hidden opportunities and understanding the current supply trends in today's landscape. * Behind the Scenes with Our Clients: Real stories of how everyday Singaporeans are safely upgrading and systematically growing their wealth. * The 5-Factor Profit Test in Action: Discover the exact blueprint our clients use to consistently achieve an average Return on Equity of 19.58%, and how you can apply it to your next move.

Kampung Ravenswood, Singapore's largest BOTC group brings gaming @ Marina One! Whether you are a light social gamer, a strategy gamer or totally new to gaming, enjoy your weekend with friends and enjoy gaming here! This event is focusing on Blood on the Clocktower, a murder mystery social deduction game with a twist. If you're new to the game, our experienced hosts will be guiding you every step of the way. What is Blood On The Clocktower (BOTC)? Watch here: [https://youtu.be/M-aZP47Nm9g?si=GEoGvRoApcY-6Alw](https://youtu.be/M-aZP47Nm9g?si=GEoGvRoApcY-6Alw) BOTC is a social deduction game played in a large group of 7-15 players. Be mentally prepared to engage in chaotic back-and-forth conversations and work together with your team to win the game. Lying in a social deduction game? Who knew... Game review: [https://youtu.be/ImcG8sC7qT4?si=8-eCYYf6Skt-rLzO](https://youtu.be/ImcG8sC7qT4?si=8-eCYYf6Skt-rLzO) Price: FREE! Come down and enjoy. Venue: Marina One, B2 (East Tower), opposite Luckin Coffee. Please contact Momo ([wa.me/6596701344](wa.me/6596701344)) or Muthu ([wa.me/6597125916](wa.me/6597125916)) for assistance.

**Novel Biological Aging Clocks** Prof. Jan Gruber from NUS will introduce aging clocks - research tools that estimate biological age rather than just calendar age. These clocks are built from measurable biological signals, such as patterns in DNA methylation, blood biomarkers, and metabolic data, that change in predictable ways over time. In this talk, he will explain how aging clocks are developed, what they can and cannot tell us about health and lifespan, and how scientists use them to study disease risk, lifestyle effects, and interventions that may influence the rate of aging. This talk is designed for everyone who wants to take their health into their own hands, making informed decisions. Opening remarks by: Dr. Hisham Badaruddin Kamil Pabis, MSc 23rd of April, 7 pm (please be on time) Location: TSquared Health, L9 SBF (level 9, rootftop) 160 Robinson Rd, #05-02 · 8749 5846 We thank [https://xandrolab.com](https://xandrolab.com/?srsltid=AfmBOopQnhnmh3hWOnQzwAg3j8t7Hemy0SWxXa6trkrGjnrnj9jJD4Ra) for the refreshments. Notes: Please remember that the venue has limited capacity and the event is first come first serve. For reference, our new venue is slightly larger than the last one.

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

Agenda 11 Welcome 11:15 Michael Franchino - Using MCP in BC: Turning AI from Novelty into Tooling Noon - Networking Lunch 12:30 Dan Gianguilio - From complex to configured: making advanced warehousing work for you 1:25 Mark Zerr - Microsoft Community Feature Updates 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](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.

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!

Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process. Fast track • Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell). • Show up and try it out. • Complete application, etc. later. Normal process • Complete an online application (http://rmhc-centralohio.org/volunteer/). • Attend orientation in advance. • At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility. • Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM. • Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895). The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014. Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.

**Let’s catch up and take an afternoon break.** **Grab a coffee or snack and let’s chit chat! Gayle and I will bring adult coloring books and/or a simple craft if you’d like to unwind and relax.😊**

💓 **Online Speed Dating Built for First Timers – Real Connections, Zero Pressure!** **🔴 MUST READ: RSVP Alone Won't Get You In!** To attend, you must: (1) Click your age group link below, (2) Complete registration, and (3) Finish the personality quiz. Limited spots available – register now before they're gone! **📋 Choose Your Age Range Below to Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=community-of-local-singles-mixer-events&ar=18-32&face_v=7.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=community-of-local-singles-mixer-events&ar=30-46&face_v=7.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=community-of-local-singles-mixer-events&ar=40-58&face_v=7.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=community-of-local-singles-mixer-events&ar=55+&face_v=7.0) --- 🤝 Tired of swiping with no results? Try real conversations instead! Online speed dating removes all the awkward parts of traditional dating. A friendly host guides you through each round, so all you have to do is show up and be yourself. 🎯 **Perfect for:** - Introverts who shine in one-on-one conversations - First-time speed daters seeking a welcoming, easy experience - First-timers who want to date without the pressure of face-to-face meetings - Busy professionals who value their time and comfort **How It Works** 1. **Sign Up** – Click the registration link for your age bracket above. 2. **Finish the Short Personality Assessment** – This helps us optimise your matches for the evening. 3. **Connect on Zoom** – No setup needed. Just click the link and you're in! 4. **Meet Your Matches** – Rotate through fun one-on-one rounds with Indianapolis singles who share your vibe. 5. **Discover Your Matches** – We'll notify you of any mutual interest after the event. The rest is up to you! **Event Details** - **Format:** Hosted live on Zoom – guided, fun, and stress-free - **Location:** No venue needed – just a comfy seat and a good internet connection - **Host:** Your personal guide through the evening – friendly, encouraging, and fun - **Vibe:** Light-hearted, easy-going speed dates with open-minded Indianapolis singles - **Accessibility:** Join from any device – laptop, tablet, or phone - **Duration:** About 60–90 minutes of structured, fun conversations **Frequently Asked Questions** **How long are the conversations?** Each round is a few minutes – long enough to feel a connection, short enough to keep things exciting! **What happens after the event?** We reveal mutual matches after the event. If you both liked each other, we help you connect! --- ✨ The hardest part is clicking register. After that, we make everything easy. See you there! 💘 ✨

Details Let's join together for a fiesta! (Invite friends - we have lots of room!) Taco Bar Margarita and Beer tasting Complementary chips and salsa Margs/cocktails at the bar for purchase Freshly prepared snacks in the deli for purchase Festive Band/Music Margaritas/Mexican Beer Tasting + Taco Bar: $15.00 per person (covers 4 Margarita or beer samples and one pass thru the Taco Bar) Where: #MarketDistrict (Grandview Yard) location. The party room (our private space) will be decorated with both patios open! Adjoining upstairs area also open for over flow and mingling. After Party: Sometimes, we head to a venue to hear live music afterwards. LDNL is at Black Swan in Hilliard tonight! Wear your bright colors and cheerful !Salud!