MongoDB

[Join Event Chat Here](https://chat.whatsapp.com/C4Ytbbmxd4O9AbGt09yXQc) Let's have some Polish Food together! 📆Wednesday, May 6th, 2026 🕐7:00pm 📍Polka Restaurant 🏢 City Walk Marriott Executive Apt. 🧭https://share.google/Uk6vwaqvHPEb9XPXr 🎟 PAYO 🔗Interested? Join Here: https://chat.whatsapp.com/C4Ytbbmxd4O9AbGt09yXQc

Join us for a relaxed evening of games, fun, and great company during the week. This gathering is open to locals and expats alike, perfect for meeting new friends while enjoying card games, chess, and other fun board games. The idea is simple: play, chat, and unwind together. 📍 **Location:** Adam Coffee Shop ⌚ **Time:** 7:00–9:30 PM 👥 **Vibe:** Chill, social, and lightly competitive (in a fun way!) 🎟 **Entrance Fee:** 10 QAR (cash or Fawran to 30250829) ☕ **Minimum Order:** One drink or food item We’ll rotate between games and tables depending on the number of participants so everyone has a chance to meet and play with different people. Feel free to bring your own games to share! As the café kindly hosts us, we encourage everyone to support them by ordering at least one drink or food item. For those who prefer healthier choices, the café also offers sugar-free drinks and food options. **Note:** Based on previous experiences where some attendees did not place orders and misused shared resources, we have introduced a small entrance fee to help maintain a respectful and positive environment. The fee will also contribute to supporting the community, including providing food for stray cats. Come by, relax, and enjoy a friendly evening together.

Get ready for an afternoon of wonder followed by a relaxed evening under the stars! We are heading to the spectacular **Fontana Circus**, the first traveling water circus in the Middle East, followed by a cozy community picnic at Aspire Park. *** ### 🗓️ THE SCHEDULE * **Part 1: The Show (16:00 – 18:00)** * Experience breathtaking acrobatics and musical fountains at the Fontana Circus tent. * **Part 2: The Picnic (18:30 – Late)** * We’ll move to **Aspire Park** to enjoy the evening breeze, share food, and play games. ### 🎟️ HOW TO JOIN THE CIRCUS * **Tickets:** Please purchase your own ticket directly via the **Platinum List** website. * **Seating:** To make sure we can sit together or nearby, try to book your seats in the **Green 2** area. ### 🧺 PICNIC PREP * **Food & Drink:** Bring enough for yourself and a little extra to share with the group! * **Fun & Comfort:** If you have **board games**, a **picnic sheet**, or extra cushions, please bring them along. *** ### ⚠️ IMPORTANT: COORDINATION To make sure we find each other easily at the circus entrance and the park: * **Send a Private Message:** Please message me directly to be added to the day-of coordination list. * **RSVP:** While you can join for just one part of the day, please let me know your plans so we don't leave anyone behind! Let’s make it a Saturday to remember! 🤡🍿✨

⚽@Pitch 4 - Education City ⏰ 9-10 PM 🌿 Artificial Turf (quality pitch) 📍Walkable distance from metro station 🚗 Parking available ❄️ Washroom & Prayer Hall facilities 💰 Only 19 QAR per player (newely-built pitch) https://maps.app.goo.gl/93cw8nBtquUnvKN28 ⚽@Pitch 4 - المدينة التعليمية ⏰ 9-10 مساء 🌿 العشب الاصطناعي (جودة الملعب) 📍 مسافة قريبة من محطة المترو 🚗 وقوف السيارات متاح ❄️ مرافق الحمامات وقاعة الصلاة 💰 فقط 19 ريال قطري لكل لاعب (ملعب جديد)

[Let's go together! Join Event Chat Here!](https://chat.whatsapp.com/FD4LeIFpF4vISHTNKOaMrD) Let's have some Malaysian Food together! 📆Friday, May 8th, 2026 🕐4:30pm 📍Arab International Academy 🏢 Building 1 🧭https://maps.app.goo.gl/9U2rciABkXhPRToAA 🎟 PAYO (Bring Cash as well) 🔗Interested? Join Here: https://chat.whatsapp.com/FD4LeIFpF4vISHTNKOaMrD

*[Please confirm your participation by sending Whatsapp +81-70-4329-4075 due to high No-Show rate]* Start your weekend on a high note with an **all-you-can-eat feast** of Japanese & Korean favorites! 📅 **Date:** Sunday, 10 May 2026 🕢 **Time:** 6:30 PM 📍 **Venue:** Yee Hwa – Downtown branch (Kinana St.) https://maps.app.goo.gl/yxKEdzLu2wNNnPJ18 *** ## 🍽️ **What’s on the table** * Unlimited **sashimi & nigiri** 🍣 * **Korean & Japanese BBQ** 🔥 * Variety of sides and hot dishes *** ## ✨ **What to expect** * Relaxed, social dinner vibe * Friendly, international crowd * Perfect for food lovers and weekend catch-ups *** 👥 Open to all – come solo or with friends Come hungry and ready to indulge in a delicious **Sunday Funday buffet** 😄🍽️

*(Invitation to go together)* Ready for a fun-filled day of **water slides, sunshine, and Filipino fiesta vibes**? Join us for **Kabayan Fiesta** at one of Qatar’s best water parks! 📅 **Date:** Friday, 8 May 2026 *** ## 🎟️ **Tickets** 💰 QAR 99 per person 👉 Available online via the official website or Q-Tickets https://tickets.desertfallsqatar.com/?cid=66 *** ## 🚌 **Free Shuttle Bus (from Doha)** * 🕘 09:00 AM – Villaggio Mall (Gate 2) * 🕚 11:00 AM – Villaggio Mall (Gate 2) **Return from Water Park:** * 🕒 3:00 PM * 🕢 7:30 PM *** ## 🌟 **What to expect** * Exciting **water rides & slides** 🌊 * Relaxing pools & beach-style vibes 🏖️ * Festive **Kabayan (Filipino) atmosphere** 🇵🇭 * Great chance to meet new people & enjoy the day together *** 👥 Invitation to go together, open to all – come solo or with friends Buy your own ticket and let's meet at the bus start point or at the water park. Please contact my Whatsapp +81-70-4329-4075 to join. Bring your energy, your swimsuit, and your best vibes—let’s make it a splashing good day! 💦😄

Join us for a sophisticated evening of networking and dining as we explore the "Together at the Table" festival. We will be gathering at *below restaurant* to experience a curated menu representing Thailand’s rich culinary heritage. * **Date:** 7-May-2026 (Thu) * **Time:** 18:30 * **Location:** Thai Aroi Restaurant https://maps.app.goo.gl/BdT44tmWMESZqbeB6 * **Price:** Special Set Menu for QAR 59 (Tom Yum Pad Thai and Tom Yum Fried Rice) and 69 (Tom Yum Hot Pot) **Evening Highlights:** * A dedicated table for our international community. * Experience authentic Thai "care" and hospitality. * A perfect setting for both old friends and newcomers to mingle. **Registration:** A must since we need to book a table (No Walk-In). Please confirm your attendance by sending a private message to the organizer or Whatsapp +81-70-4329-4075.

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

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) $15 for One Class $20 for Both Free Parking & Plenty of Dance Space.

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Ready for a night of music, laughter, and fun? Join us at Thunderwing Brewery for Music Bingo — a lively twist on classic bingo where songs replace numbers and good vibes are guaranteed! RSVP to secure your spot. Text Renee (614-257-9389). (Headcount needed to make sure staffing can accommodate the group) Arrive early to get a seat - **bring a camping chair for extra seating.** Often the brewery has food trucks or you can bring in your own food. Bonus - You can bring your dog!

**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