Information Architecture

✨Sinai 3 Days Adventure Taba & Nwueibaa Discovery ✨ ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ ♥️ Join us for a 3 Days / 2 Nights in one of the most beautiful Nuweibaa camps, where Sea and Desert are met 🔥 Days filled with sunshine, vibes, and memories under the stars ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ ⚡\*The offer price 5700 EGP\* (7800EGP for Non - Egyptians) Including 🔥 ✅ 3 Days/2 Nights ✅ Accommodation & Transportation ✅ Breakfast and Dinner ✅ White & Colored Canyons trip ✅ Boat trip to Saladin Marine Castle ✅ Megreh Mountain trip ✅ Visiting Fjord Bay ✅ Beach access and water activities ✅ Camping on the sea, sky, nature ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ \*Reservation, Refund and Cancellation:\* ✅ Payment through Instapay bank account or Vodafone cash on: 01080430150 🚀 Early booking till 4/5: 5000 EGP ♥️ Regular booking till 12/5: 5700 EGP 🏃‍♂️ Last minute till the day of trip: 6400 EGP • 100% refund for 7days cancellation where No refund for 3days • Deposit: at least 50% three days before the trip • Ask for promo code, if you are 10 travelers or more 🤩 ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ \*Necessary things to bring with you:\*✨️ ✅ Id or passport ✅ power bank or charger ✅ Debit card and Cash money ✅ Slipper or Sandals or Sneakers ✅ Swimwear + Sunglasses + Sunscreen ✅ Hair brush + Teeth brush + Ice cap + Scarf ✅ Two bags (backpack + bag) ■ Warm clothes (it is cool in the evening) ■ Long sleeves (so you don't get sunburn) ■ Toilet wipes (there is no toilet in safari) ♥️ Please list any missing items 😹 ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ \*Important Notes to keep:\* • Accommodation in Double rooms • Transportation using Hiace Toyota • Road trip = 6 to 7 hours • The program is to be slightly changed ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ 📌 \*Meeting point on maps:\* Go bus (Tahrir) office 📌 نقطة اللقاء: ميدان عبدالمنعم رياض عند مكتب جوباص وسط البلد

📅 Thursday, May 14 🎾 Game Night – 3 Zones Experience Zone1:Billiard & video games Zone2: Cornhole & Ring Toss Zone 3: Card & Board games ⏰ 6:00 PM – 10:30 PM 💰 For booking: 100 EGP via InstaPay or Vodafone Cash. 01003052773 Level 9 Cafe https://maps.app.goo.gl/6dZL1bY397kxeHTB9 Join Whatsapp Group Link https://chat.whatsapp.com/IgjHciHXPZpK1Vh3VtH7XY

Come join us in Alia lounge for a chill boardgame night. where we have fun and make new friends. Fee is 100 EGP (2$) Time: from 6:30 pm to 10pm Zero Experience in games needed, as i will be your host and Game master introducing you to games Location: [Alia lounge](https://maps.app.goo.gl/vxwSa61yeToELFCd6?g_st=aw) DicyNight event link: [https://dicynight.com/e/DT1fkUop](https://dicynight.com/e/DT1fkUop) join our whatsapp group [https://chat.whatsapp.com/IJvZCVsYetx1d50PsnQYS8?mode=gi_t](https://chat.whatsapp.com/IJvZCVsYetx1d50PsnQYS8?mode=gi_t) For any enquiries contact 011 00099039 (eyad)

Join us for an exquisite breakfast by the pyramids — good food, beautiful views, and even better company. A relaxed morning filled with meaningful conversations, elegant vibes, and one of the most iconic backdrops in the world. Bring your appetite, your energy, and come connect with like-minded people over a memorable start to the day. Whatsapp group to be shared prior to the meetup

**Enjoy a full desert camping experience two hours from the city. 🌄** What could be better than having a great weekend one day adventure, multi-stop private tour with different group activities? starting from 7:00 AM in Tahrir square till 11:30PM 👌 Get ready for: ✨**Fayoum oasis desert camping**🤩✨ **֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍** 🦕 **The Program details :** ✅ Visit Fayoum oasis and other natural attractions ✅ Passing by ancient Qarun Lake, spot birds ✅ Having the breakfast of (Feter, Honey, Cheese) ✅ Tunis village visit with hands-on pottery activity ✅ Get a peek at waterfalls in the protected area of Wadi El-Rayan ✅ Enjoying short felucca ride ✅ Dig into an Egyptian-style lunch overlooking Magic Lake ✅ (1/4 Chicken barbecue, Rice, Vegetables, Salad) ✅ Camping experience till sunset with bonfire in the desert Playing games and practicing funny activities🧮 **֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍** **⚡ The offer price 900 EGP** **(1500 for Non - Egyptians) Including** 🔥 👌 Transportation from Cairo to Fayoum and vice versa 👌 Breakfast & Dinner through the trip 👌 Boat trip in Qaroun lake 👌 Accommodation in camp 👌 Guiding through the trip exploring landmarks history 👌 Mineral water, tea 👌 Snack (fruit or corn) **Optional with extra cost:** ✅ Safari 4x4 around magic lake (250EGP) ✅ Horse riding on magic lake (150EGP) ✅ Overnight camping, double tents (700EGP) ✅ Second day breakfast (150EGP) ✅ Wadi Hitan visit 300EGP (800EGP for Non Egyptians) **֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍** **Reservation, Refund and Cancellation:** • For reservation & information contact us on WhatsApp. **00201080430150 or** [https://wa.me/message/Q56QKHVGY7HVN1](https://wa.me/message/Q56QKHVGY7HVN1) ✅ **Payment through** Instapay bank account or Vodafone cash **on: 01080430150** • **For 100% refund**, please cancel **7days** before event, where No refund for **3days** cancellation 🚀**Early booking** till a week before the trip: **900 EGP** ♥️Regular booking till 2 days before the trip: 1100 EGP 🏃‍♂️ Last minute till the day of trip: 1300 EGP • Deposit: at least 50% three days before the trip • Ask for promo code, if you are **10 travelers or more** 🤩 **֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍** **Necessary things to bring with you:✨️** ✅ Id or passport ✅ Power bank or charger ✅ Debit card and Cash money ✅ Slipper or Sandals or Sneakers ✅ Sunglasses + Sunscreen ✅ Hair brush + Teeth brush + Ice cap + Scarf ✅ Two bags (backpack + bag) ■ Warm clothes (it is cool in the evening) ■ Long sleeves (so you don't get sunburn) ■ Toilet wipes (there is no toilet in safari) **♥️ Please list any missing items 😹** **֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍** **Important Notes to keep:** • Accommodation in camp • Transportation using bus or private car 🚗 • Road trip = 2 to 3 hours from Cairo to Fayoum • The program is to be slightly change **֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍** **Social media channels:** **✨️**Find us on Instagram: [@Greencampegypt](https://www.instagram.com/greencampegypt/) **✨️**Event group link: [Whatsapp events group link](https://chat.whatsapp.com/JEuBVocq4DL22WdnOmt54d) **✨️**Last trips link: [Instagram Reel](https://www.instagram.com/reel/DPO9HZuAWaT/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==) • Tell us if you need to customize a trip for your group • Don’t miss our **fall collections of 2026** for outings & trips

✨Sinai 3 Days Adventure Taba & Nwueibaa Discovery ✨ ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ ♥️ Join us for a 3 Days / 2 Nights in one of the most beautiful Nuweibaa camps, where Sea and Desert are met 🔥 Days filled with sunshine, vibes, and memories under the stars ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ ⚡\*The offer price 5700 EGP\* (7800EGP for Non - Egyptians) Including 🔥 ✅ 3 Days/2 Nights ✅ Accommodation & Transportation ✅ Breakfast and Dinner ✅ White & Colored Canyons trip ✅ Boat trip to Saladin Marine Castle ✅ Megreh Mountain trip ✅ Visiting Fjord Bay ✅ Beach access and water activities ✅ Camping on the sea, sky, nature ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ \*Reservation, Refund and Cancellation:\* ✅ Payment through Instapay bank account or Vodafone cash on: 01080430150 🚀 Early booking till 4/5: 5000 EGP ♥️ Regular booking till 12/5: 5700 EGP 🏃‍♂️ Last minute till the day of trip: 6400 EGP • 100% refund for 7days cancellation where No refund for 3days • Deposit: at least 50% three days before the trip • Ask for promo code, if you are 10 travelers or more 🤩 ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ \*Necessary things to bring with you:\*✨️ ✅ Id or passport ✅ power bank or charger ✅ Debit card and Cash money ✅ Slipper or Sandals or Sneakers ✅ Swimwear + Sunglasses + Sunscreen ✅ Hair brush + Teeth brush + Ice cap + Scarf ✅ Two bags (backpack + bag) ■ Warm clothes (it is cool in the evening) ■ Long sleeves (so you don't get sunburn) ■ Toilet wipes (there is no toilet in safari) ♥️ Please list any missing items 😹 ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ \*Important Notes to keep:\* • Accommodation in Double rooms • Transportation using Hiace Toyota • Road trip = 6 to 7 hours • The program is to be slightly changed ֍֍֍֍֍֍֍֍֍֍֍֍֍֍֍ 📌 \*Meeting point on maps:\* Go bus (Tahrir) office 📌 نقطة اللقاء: ميدان عبدالمنعم رياض عند مكتب جوباص وسط البلد

📅 Thursday, May 14 🎾 Game Night – 3 Zones Experience Zone1:Billiard & video games Zone2: Cornhole & Ring Toss Zone 3: Card & Board games ⏰ 6:00 PM – 10:30 PM 💰 For booking: 100 EGP via InstaPay or Vodafone Cash. 01003052773 Level 9 Cafe https://maps.app.goo.gl/6dZL1bY397kxeHTB9 Join Whatsapp Group Link https://chat.whatsapp.com/IgjHciHXPZpK1Vh3VtH7XY

let's play board games and socialize Fee is 100 EGP For any enquiries contact 011 42661053

Come join us in Alia lounge for a chill boardgame night. where we have fun and make new friends. Fee is 100 EGP (2$) Time: from 6:30 pm to 10pm Zero Experience in games needed, as i will be your host and Game master introducing you to games Location: [Alia lounge](https://maps.app.goo.gl/vxwSa61yeToELFCd6?g_st=aw) DicyNight event link: [https://dicynight.com/e/DT1fkUop](https://dicynight.com/e/DT1fkUop) join our whatsapp group [https://chat.whatsapp.com/IJvZCVsYetx1d50PsnQYS8?mode=gi_t](https://chat.whatsapp.com/IJvZCVsYetx1d50PsnQYS8?mode=gi_t) For any enquiries contact 011 00099039 (eyad)

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

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**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

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

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.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!