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STACK Meetup [AI]: Why Data Reality Shapes AI Development and Outcomes
**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.
Pickleball Group Class (Beginner)
Ready to learn a fun and exciting sport while getting some exercise? Our pickleball group classes offer a welcoming and supportive environment where you can learn and improve your skills while also making new friends. Our certified coaches will guide you through the basics of the game and help you to develop your technique and strategy. So, whether you are a seasoned athlete or just starting out, come join us for a thrilling and energizing game of pickleball!
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class
### **Cancellation Policy**
Credits will be considered used if class is cancelled within 24 hours before the start of the lesson
Basketball Group Class (All Levels)
***Adult Basketball (Ages 18+) – “Game Ready”***
Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active.
### **Address**
604 Elias Rd, Block 604, Singapore 510604
### **Schedule**
Thursdays 5PM - 6PM
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class.
**LADAKH** DISCOVER THE LAND OF HIGH PASSES
**Ladakh: A Journey Beyond Limits, Into the Heart of the Himalayas**
Ladakh is famous for its breathtaking landscapes, rich Buddhist culture, and adventurous experiences. Known as the **"Land of High Passes,"** it offers stunning views of snow-capped mountains, serene lakes like **Pangong Lake** & vast deserts, making it a paradise for nature lovers and photographers. The region also attracts adventure seekers with activities like trekking, mountain biking & driving along the world’s highest motorable roads. **Ladakh’s** deep-rooted Buddhist heritage is evident in its ancient monasteries and vibrant festivals. Its tranquil environment, combined with unique natural phenomena like **Magnetic Hill**, provides a peaceful escape for travelers seeking solitude. With its strategic importance, rare wildlife, and cinematic appeal, Ladakh has become a must-visit destination for those looking for an extraordinary and immersive experience.
**Tour Highlights**
**Breathtaking Scenic Views-:** Immerse yourself in the **stunning landscapes** of Ladakh, from the turquoise blue waters of **Pangong Lake** to the surreal beauty of the **Leh city**. Snow-capped peaks, vast deserts, and beautiful valleys await you at every turn!
**High-Altitude Adventure-:** Conquer the **Khardung La Pass**, the world’s 2nd highest motorable road **5,359 meters (17,582 feet)** above sea level. Feel the adrenaline rush as you drive through some of the most dramatic terrains on Earth! Perfect for thrill-seekers and adventure enthusiasts.
**Magnetic Hill-:** Experience the **Magnetic Hill**, a natural phenomenon where vehicles appear to defy gravity and move uphill! It’s an absolute must-see for curious travelers and a great photo opportunity.
**Explore Ancient Monasteries-:** Visit iconic **Buddhist monasteries** like **Hemis**, **Thiksey** & **Diskit** each offering a peaceful escape and a glimpse into Ladakh’s rich spiritual heritage. Don’t miss the chance to witness mesmerizing **prayer ceremonies** and soak in the tranquility.
**Exotic Nubra Valley-:** Uncover the hidden gem of **Nubra Valley**, home to the enchanting **Bactrian camels** and the **Diskit Monastery**. Experience the beauty of its **sand dunes** and lush green oases against a backdrop of rugged mountains.
**Magical Lakes and Starlit Skies-:** Spend a night under the **starry skies** near the serene **Pangong Tso Lake**. With minimal light pollution, the stargazing experience here is truly magical!
**Cultural Immersion-:** Indulge in **Ladakhi cuisine**, like spicy **Thukpa** and freshly made **Momos** and experience the region's unique culture.
**Unrivaled Peace and Solitude-:** Ladakh offers unparalleled **solitude**. Whether you’re exploring quiet monasteries or sitting by the serene lakes, this peaceful environment is perfect for unwinding, meditation, and connecting with nature.
**Capture the Perfect Travel Photos-:** Whether it’s the vibrant **monasteries**, the colorful **prayer flags**, the **snow-capped peaks**, or the serene **lakes**, Ladakh provides endless opportunities for capturing awe-inspiring photos to remember your adventure.
These highlights promise a **once-in-a-lifetime experience** in Ladakh, filled with breathtaking views, rich cultural experiences, and heart-pumping adventure! The perfect getaway for nature lovers, thrill-seekers, and those seeking peace and spirituality.
**Trip Details:**
**Dates-:** 03rd April 2026 (Friday) – 09th April 2026 (Thursday) **only need 4 days leave (Good Friday long weekend).**
**Destinations-:** 3 nights Leh, 2 nights Nubra & 1 night Pangong Tso Lake.
**Group Size:** Min 6 pax (to start), max limited to 12 dream travelers.
**Air Fare:** As of 13th Oct 2025 only **$** **399** (03rd April, SQ SIN – DEL 2:35 am & 09th April DEL – SIN 21:55 pm). **$ 175** (DEL - LEH 11:05 am & LEH - DEL 13:55 pm).
**Note-: All travelers must reach Leh on or before 03rd April 2026 10:00 am.**
**Early Bird Price:** **$1688** ($500 deposit by 31st November, 2025; thereafter, the normal price is **$1799**).
**Refund Policy:** The deposit is refundable within 3 days after the trip confirmation mail sent to you. After that, it becomes non-refundable. Full amount refunded if we don’t meet minimum no of pax.
Check out our website for the sample itinerary and all the exciting details of this journey!
[https://dreamvalleydestination.com/portfolio/ladakh-mini-tibet-7d-6n/](https://dreamvalleydestination.com/portfolio/ladakh-mini-tibet-7d-6n/)
**Inclusions:**
4 Star accommodations on twin/double sharing basis.
Meals-: Daily breakfast, lunch & dinner.
Airport pick up & drop.
Comfortable transportation for entire trip.
Tour guide: Professional English-speaking guide
Entrance Fee to the monuments as specified in the itinerary.
All applicable government taxes, permit & service charges.
English tour guide
**Exclusions:**
International & domestic flights & personal travel insurance or VISA fee.
Personal expenses (shopping, meals other than mentioned above, spa, massage etc).
Items of a personal nature, such as laundry, telephone calls, room service, alcoholic & non-alcoholic beverages, etc.
Single room supplement, Child or adult in triple sharing room.
**REGISTRATION AND PAYMENT:**
**1.** RSVP NOW
**2.** Transfer a small Deposit of **$500** to grab our **Early Bird Offer** to:
**Dream Valley Pte Ltd via:**
**A)** PAYNOW to UEN: **202413187D**
**B)** Through ATM/Online to:
Dream Valley - Current Acct: **11352440801**
Bank Name: ANEXT Bank Pte. Ltd.
Bank Code: 9742
Bank Industry Code: ANTPSGSGXXX
**3.** Once you've transferred, WhatsApp **Vinny (Hp. 85062629)** your proof of payment. **(IMPT: INDICATE THE EVENT & YOUR MEETUP NAME).** Your slot is now confirmed and you'll be invited to the Trip Briefing/ Q & A Session once RSVP closes.
**4.** This is a "First to transfer, first to Confirm" basis. The sooner we can confirm this Trip, the more everyone saves.
**Disclaimer, Indemnity and Terms of Participation:**
**PLEASE READ FOLLOWING LINKS FOR OUR T&C’s BEFORE YOU RSVP:**
[https://dreamvalleydestination.com/terms-and-conditions/](https://dreamvalleydestination.com/terms-and-conditions/)
[https://dreamvalleydestination.com/privacy-policy/](https://dreamvalleydestination.com/privacy-policy/)
By participation on this trip, I agree to & accept **Dream Valley’s** terms and conditions.
We reserve the right without prejudice to return payment at any time and not permit participation - without the obligation to explain or give any reason.
This Trip is organized by **Dream Valley Pte Ltd** **(TA License: 03794).**
**Stay Connected: Follow our latest trips and updates:**
**Instagram:**
[https://www.instagram.com/dreamvalleydestination?igsh=bThwemV6cmtoN3Ey&utm_source=qr](https://www.instagram.com/dreamvalleydestination?igsh=bThwemV6cmtoN3Ey&utm_source=qr)
Check out this Linktree! - [https://linktr.ee/Dreamvalleydestination?utm_source=linktree_profile_share](https://linktr.ee/Dreamvalleydestination?utm_source=linktree_profile_share)
Website-: [https://dreamvalleydestination.com](https://dreamvalleydestination.com/)
👉 RSVP Now and Bring Your Friends Along!
Mount Fansipan <weekly departure>
**Please click [https://www.facebook.com/share/p/1AVkLWVHQn/](https://www.facebook.com/share/p/1AVkLWVHQn/) .**
**For full trip details, please WhatsApp:**
Kelvin- [https://wa.me/6593838649](https://wa.me/6593838649)
Magdalene - [https://wa.me/6597914105](https://wa.me/6597914105)
**For more adventure trips, please click** [https://linktr.ee/thetravellingbackpack](https://linktr.ee/thetravellingbackpack)
Geeks & Nerds Events This Week
Discover what is happening in the next few days
Sailing on Sundays for enthusiasts, old salts and beginners
Welcome to my sailboat. **Please read this notice**. These are crew opportunities, not for passengers, non-swimmers, people afraid of the water or get seasick. Bring a change of clothes, a towel, a hat, non-marking footwear with heelstrap and sunblock. There is a toilet and drinking water on board. Participants like to contribute to expenses in appreciation of this opportunity.
**Also**, please confirm your attendance by SMS or Whatsapp on Saturday for sailing on Sunday, to avoid no-shows and missed sailings. No-shows deprive others of a place, so be responsible and remove your reservation if you are not attending, and please do it in good time. Places unconfirmed by Saturday will not be reserved, and I can't wait for you if I'm not sure you're coming. Keep me informed and reply to my messages. Don't be late. Thank you. Derek 9807-5827.
Pickleball Group Class (Intermediate)
Our classes are led by certified instructors who will teach you the proper techniques and strategies to help you dominate on the court. You will have a great time getting some exercise, meeting new people, and improving your pickleball game in a way that is efficient and impactful.
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class
### **Cancellation Policy**
Credits will be considered used if class is cancelled within 24 hours before the start of the lesson
Pickle Ball (Punggol - indoor)
Welcome beginners and intermediate to join us. Please pm me to confirm your slot, or feel free to reach out if you have any enquiries. thanks 😊
Add my xiaohongshu id: 27421369691
欢迎新手 / 中等水平球友加入我们!如果有什么问题可以私我, 谢谢~
欢迎加我小红书ID: 27421369691
Pickleball Group Class (Beginner)
Ready to learn a fun and exciting sport while getting some exercise? Our pickleball group classes offer a welcoming and supportive environment where you can learn and improve your skills while also making new friends. Our certified coaches will guide you through the basics of the game and help you to develop your technique and strategy. So, whether you are a seasoned athlete or just starting out, come join us for a thrilling and energizing game of pickleball!
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class
### **Cancellation Policy**
Credits will be considered used if class is cancelled within 24 hours before the start of the lesson
Basketball Group Class (Ages 13 & above, All Levels)
**For ages 13 and above.**
***Teens Basketball (Ages 13-18) – “Elite Development”***
For teens looking to take their game to the next level, we focus on advanced skills, footwork, game strategy, and competitive play. This class includes structured training in shooting techniques, ball-handling, defense, and game IQ, preparing players for school teams, competitive leagues, and beyond.
***Adult Basketball (Ages 18+) – “Game Ready”***
Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active.
### **Address**
195B Punggol Rd, Singapore 822195 Punggol Rd, Singapore 822195
### **Schedule**
Sundays 11AM - 12PM
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class.
Themed Super Scrabble
The Trouble With S
Welcome to Themed Super Scrabble meetup.
*A word list will be provided for your reference during gameplay.
*Form words from the list to score additional points
*We will have a unique theme each and every week.
After RSVP kindly text me immediately for further meetup details.
Hope to hear from you soon!!
Joseph
88023147
Geeks & Nerds Events Near You
Connect with your local Geeks & Nerds community
Spring Social Bowling League 🥳 20% Discount for NEW Bowlers!
☀️ **Shake Off the Winter Chill** **\- Bowl With Us\! 20% off for NEW bowlers\!**
Our 6-week spring social bowling league starts in **April** \- trade social hibernation for strikes\, beers\, and new friends\! Whether you're looking to unwind after work\, meet new people\, or just have a fun night out with pals\, this league is perfect for everyone\! Chill times\, cold drinks\, and plenty of chances to connect with others\. No matter your skill level\, this league is all about having fun and meeting new friends\. **;)**
**🗓 Thursday evenings \|📍 AMF Sawmill Lanes \| 💵 $79 *(while Early Bird is active)***
**🚨NEW to the league??** Use discount code (**MU2P26**) for 20% off - $63.20 *during Early Bird*
**💻 League Info & Registration**: https://bit.ly/ColumbusBowling
**Why Join?**
🎉 It’s only 6 weeks - perfect for a low-commitment social plan
🍻 Great mix of people in their 20s-40s, plus post-game hangs at the bar
🎳 Zero pressure - gutter balls totally welcome!
👕 Free league shirt if you sign up early
🧠 Weekly trivia w/ prizes
💬 Super social - join solo or w/ friends!
**Want in?**
Join our Meetup team Gutter Dusters 👉 **Click here to join** https://tinyurl.com/23auxkaq
Or start a team of your own with a few friends - we’ll all be hanging out either way!
📅 League Dates (Thursday evenings): April 16, April 23, April 30, May 7, May 14, May 21
***(The MeetUp event date is deadline to register for the league.)***
**Cost & What’s Included:**
✔ $79 Early Bird registration - **NEW bowler?? Get 20% off with code: MU2P26**
✔ 6 weeks of bowling (1–3 games/week)
✔ Shoe rentals & full league setup
✔ Trivia, prizes, and great people
👉 **SIGN UP NOW**
💻League Info & Registration: https://bit.ly/ColumbusBowling
🤑Use promo code MU2P26 to save 20%
📸 Follow the fun on Instagram: https://bit.ly/BowlingLeague-IG
📩 Questions? Contact the league: http://bit.ly/2nKHno7
Spots are filling fast – don’t miss out on the fun times!

![STACK Meetup [AI]: Why Data Reality Shapes AI Development and Outcomes](https://secure.meetupstatic.com/photos/event/7/f/c/0/highres_533372704.webp?w=640)















