MongoDB

Join us for a **fun and relaxed evening** of great food, music, and even better company at one of Doha’s favorite Filipino spots—*Deqada*! *** ## 🍽️ **Dinner** Enjoy a variety of **delicious Filipino dishes**—order what you like and share if you wish. 💰 *Pay as you order* *** ## 🎤 **Karaoke Time!** The real highlight of the night! * 🎶 Two microphones available * Sing solo, duet, or join in from your seat * No pressure—just fun, laughter, and good vibes Whether you're a performer or just here for the atmosphere, everyone is welcome to join in (or cheer others on!) *** ## ✨ **What to expect** * Friendly, international crowd * Casual and welcoming atmosphere * Perfect for meeting new people and unwinding *** ## ⚠️ **Important** * Limited seats due to private room capacity * RSVP alone does **not** guarantee a spot * Please **reconfirm via private message or WhatsApp** to secure your place 📱 +81-70-4329-4075 * No walk-ins will be accepted *** Come hungry, bring your energy, and get ready for a night of **great food, laughter, and music** 🎵😄

📖 كتابنا لشهر مايو: ✨شجرتي شجرة البرتقال الرائعة - خوسيه ماورو✨ 👩‍💻نبذة عن الكتاب: في شجرتي شجرة البرتقال الرائعة، تدور الرواية حول زيزيه، الطفل الصغير الذي يرى العالم القاسي بعينيه البريئتين، ويجد نفسه في مواجهة ظروف أكبر من عمره. وبين كل ما يمر به، تتشكل في حياته صداقة غير معهودة تمنحه شيئاً من الدفء، وتساعده على تحمّل الصعاب التي تثقل قلبه. الرواية تركز على براءة الطفولة حين تصطدم بواقع مؤلم، وعلى كيف يمكن لعلاقة بسيطة أن تغيّر نظرتنا للحياة. المعلومات: 📖 الكتاب: شجرتي شجرة البرتقال الرائعة - خوسيه ماورو 🗓️ اليوم: الاثنين، ٤ مايو ⏰ الوقت: الساعة ٦:٠٠ مساءً 📍المكان: Graze Cafe (Al Dafna) انضمي إلينا في هذه الجلسة المشوّقة، وشاركينا صوتك وأفكارك، فمعًا نصنع حوارًا يترك أثرًا ويضيف معنى 🫂💫💖

_Game: Basketball 🏀 _ _Duration:_ 1 hour _Number of players:_ 5 vs 5 _Objective:_ First team to reach 21 points wins; play till the 1-hour time limit expires. The team that wins the most matches will be declared the overall winner, making it a highly competitive and exciting game! _Sharing cost:_ Each player contributes 20 QAR.

*[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.

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-doha-online-tickets-1972284009565?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - [+971504724873](http://wa.me/971504724873) ( WhatsApp Only)

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.

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.

**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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9