Hadoop

Prepare for a powerful and thought-provoking session with **Greg Van Borssum** at the **District 102 Annual Conference 2026**. 🧠 **Topic: *Are You Okay?*** In a fast-moving world, this session invites you to pause, reflect, and reconnect — with yourself and with others. Greg will explore awareness, resilience, and the unspoken conversations that truly matter, delivered with depth, clarity, and impact. This is more than a talk. It’s an experience that challenges perspectives and sparks meaningful conversations — **Beyond Borders**. 📍**Lotus Desaru Beach Resort & Spa** 👉 **Secure your seat now:** [https://d102tm.org/annual-conference-2026/#tickets-section](https://d102tm.org/annual-conference-2026/#tickets-section)

Get ready to be inspired by **Mohammed Qahtani**, an internationally renowned speaker, as he takes the stage at the **District 102 Annual Conference 2026**. 🎤 **Topic: The Power of Speech** Words can influence minds, move hearts, and shape destinies. Discover how powerful communication can elevate **confidence, leadership, and impact — beyond borders**. This is more than a conference. It’s an experience of **growth, connection, and transformation** — designed for anyone who wants to speak with clarity and lead with confidence. 📍**Lotus Desaru Beach Resort & Spa** 👉 **Get your tickets now:** [https://d102tm.org/annual-conference-2026/#tickets-section](https://d102tm.org/annual-conference-2026/#tickets-section)

Step up, try Pickleball. Pickleball is a growing sport in the world, named the fastest growing sport in the US for the past 2 years. Up to 6 pax per class. ### **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

**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)

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.

**Prawning & BBQ Social: Sunday Sunset Catch!** **Looking for a relaxing way to wrap up your weekend? Join us for a hands-on Prawning & BBQ session at Hai Bin! Whether you're a seasoned pro or have never held a rod before, it’s all about the thrill of the catch and the delicious reward afterward.** **We’ll spend an hour and a half at the ponds, followed by a communal BBQ to enjoy the freshest prawns possible—the ones we catch ourselves!** **Event Details** * **Date: Sunday, 17 May** * **Time: 7:30 PM – 9:30 PM** * **Location: Hai Bin Prawning** **6 Tebing Ln, #01-04, Singapore 828835** * **Cost: $24 per person (Includes rod rental and bait)** * **Admin Fee:$7** **The Game Plan** * **7:30 PM – 7:45 PM: Meet & Greet. We'll gather at the entrance to get our rods and bait.** * **7:45 PM – 9:15 PM: 1.5 Hours of Prawning. We have a 30-minute grace period for latecomers, but the sooner you start, the more you catch!** * **9:15 PM – 9:45 PM: BBQ Time. We’ll head to the pits to salt and grill our catch for a fresh Sunday night snack.** **What to Bring** * **Patience & Good Vibes: Prawning is a game of skill (and a little luck!).** * **Casual Wear: It can get a bit warm around the BBQ pits.** * **Small Change: For drinks or extra snacks available at the venue.** **RSVP Note: Please note that your attendance is only confirmed by early payment to Kimi at 8796 4912. The event is subjected to cancellation if the minimum attendance of 4 is not met. In the event of cancellation, you will be refunded in full. Confirm your attendance ASAP with us for the event to go ahead! See you by the water!**

🏓 Pickleball Meet-Up — Sat 16 May (Punggol) Hey everyone! Got a court booked this Saturday. Do join us ! 📍 Play! Pickle, Punggol 📅 Sat, 16 May 2026 ⏰ 1:00 PM – 3:00 PM (2 hours) Afterwards, we can have a short break at a nearby cafe! All levels welcome — beginners totally fine, happy to rally and teach the basics. Paddles available if you don't have one yet. New to pickleball? 🏓 It's like tennis but easier — smaller court, lighter paddle, plastic ball. Beginner-friendly, low impact, and one of the fastest-growing sports in the world right now. You'll be rallying in minutes. ☔ Fully sheltered courts — game is on regardless of weather.

**One Life, One Solo Adventure – Bhutan** Tired of waiting for the perfect travel companions? Escape the hustle of city life and find your peace in Bhutan’s tranquil beauty. It’s time to reconnect with nature, rediscover yourself & refresh your mind, body, & soul. Join our Bhutan tour and embark on a meaningful solo adventure, where you can meet like-minded travelers from all walks of life. This is more than just a trip – it’s an opportunity to share stories, make new friendships and expand your network while experiencing the breathtaking beauty of Bhutan. No matter your background, everyone is welcome to come together and create unforgettable memories in one of the world’s most happiest countries. **Why Bhutan trip?** Bhutan, often referred to as the **"Land of the Thunder Dragon,"** is renowned for its stunning landscapes, rich Buddhist culture, and commitment to Gross National Happiness. Nestled in the Himalayas, it boasts breath taking views, traditional dzongs, and vibrant festivals that celebrate its unique heritage. With a focus on sustainable tourism, Bhutan offers an authentic experience, from trekking through pristine nature to exploring ancient monasteries, all while enjoying the warm hospitality of its people. This trip to Bhutan is perfect for everyone—whether you're traveling solo, with family, friends or as a couple, YOLO. **Tour Highlights** * Visit one of Bhutan's most iconic landmarks **Tiger's Nest Monastery**, perched on a cliff **3,120 meters** above sea level. * Visit to **Punakha Dzong** the "**Palace of Great Happiness**" is a magnificent fortress at the confluence of the **Pho Chhu and Mo Chhu** rivers. * Enjoy authentic dinner/ lunch with a local family at a farm house. * Hoisting of prayer flags at **Dochula pass (3100 m)** which offers panoramic views of the Himalayan range, including the **108 memorial chortens** (stupas) built in honour of Bhutanese soldiers. * Meditation at **Dochula Caves** and **Buddha Dordenma** (the highest Buddha statue in the world). **Trip Details:** **Dates-:** **Every Sunday.** **Only need 5 days leave.** 2 nights Thimpu, 2 nights Punakha & 2 nights Paro. **Group Size:** Limited to 15 dream travelers (min 4 to go). Private tour option also available. **Flight:** Only one direct Drukair flight goes from Singapore to Paro. There are connecting flights to Paro either from Bangkok or New Delhi. We will help you to book your flight. **Early Bird Price:** **SGD 2188** (SGD 500 deposits thereafter the price is **SGD 2388**). **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. **Inclusions:** * 3 Star hotel accommodations on twin/double sharing basis. * All Meals-: Daily breakfast, lunch & dinner. * Sustainable Development Fee (SDF) to the Government of Bhutan * Bhutan Visa Fee * Certified English Speaking Bhutanese Guide for your entire stay. * All ground transportation * All entrance fees * All internal taxes and charges. * Mineral Water while traveling. **Exclusions:** * International flights and personal travel insurance * Personal expenses (shopping, optional activities like spa, massage, archery, horse riding, porter 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. * Other meals during the trip (other than stated above). **Note-: There will be a surcharge fee if travel date falls in any Bhutan major festivals, X-Mas, New Year period (hotels increase their cost during this period).** **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:** Check out this Linktree! - https://linktr.ee/Dreamvalleydestination?utm_source=linktree_profile_share [https://dreamvalleydestination.com](https://dreamvalleydestination.com)

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

**Prawning & BBQ Social: Sunday Sunset Catch!** **Looking for a relaxing way to wrap up your weekend? Join us for a hands-on Prawning & BBQ session at Hai Bin! Whether you're a seasoned pro or have never held a rod before, it’s all about the thrill of the catch and the delicious reward afterward.** **We’ll spend an hour and a half at the ponds, followed by a communal BBQ to enjoy the freshest prawns possible—the ones we catch ourselves!** **Event Details** * **Date: Sunday, 17 May** * **Time: 7:30 PM – 9:30 PM** * **Location: Hai Bin Prawning** **6 Tebing Ln, #01-04, Singapore 828835** * **Cost: $24 per person (Includes rod rental and bait)** **Admin fee $7** **The Game Plan** * **7:30 PM – 7:45 PM: Meet & Greet. We'll gather at the entrance to get our rods and bait.** * **7:45 PM – 9:15 PM: 1.5 Hours of Prawning. We have a 30-minute grace period for latecomers, but the sooner you start, the more you catch!** * **9:15 PM – 9:45 PM: BBQ Time. We’ll head to the pits to salt and grill our catch for a fresh Sunday night snack.** **What to Bring** * **Patience & Good Vibes: Prawning is a game of skill (and a little luck!).** * **Casual Wear: It can get a bit warm around the BBQ pits.** * **Small Change: For drinks or extra snacks available at the venue.** **RSVP Note: Please note that your attendance is only confirmed by early payment to Kimi at 8796 4912. The event is subjected to cancellation if the minimum attendance of 4 is not met. In the event of cancellation, you will be refunded in full. Confirm your attendance ASAP with us for the event to go ahead! See you by the water! Ji**

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](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/](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

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**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** TBD **YouTube Link** TBD

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.