Software Architecture

Dear Adventurers, This **Saturday**, we'll return to the Elbe Sandstone area and climb Děčínský Sněžník. The elevation profile is nice and gentle, except for the steepish 7-km descent at the end. Talk to your knees in advance. 📍 **Trail** 31 km • ↑ 880 m • ↓ 855 m [MAP OF THE TRAIL](https://mapy.com/s/robekatote) **🚌 Travel** → Train **[R 696 Labe](https://idos.cz/vlakyautobusymhdvse/spojeni/prehled/?p=Fyb5SSWpsOpfNdTbad2ENNjGKsQIuraLEuDA2tuyJak8dv01X2F7cs63R8id6:Wn.XV7IE32gl2iqYDeVasK.9K2QCUZWH27NptD5:VJsOfurmyJdBOk1WlmXlWNl6H3EW9bL7VEf08-) at 6:47** – Praha Hlavní Nádraží > Děčín > Dolní Žleb. The train stops in Holešovice and Podbaba. **We'll be in car 368**. ← Local bus to Děčín hl. n. (they run frequently) + **[rj 177 Berliner](https://idos.cz/vlakyautobusymhdvse/spojeni/prehled/?p=Fyb5SSWpsOpfNdTbad2ENK5UbPC5ckqiW.1YpKngpI9rpSohNGUYUYkc6AOi6G0zjGXnOqg8Xz0H9jwYnnm0WA--)** at 17:57 – Děčín > Prague. If we're faster or slower, there are other return connections. [🛍️](https://emojipedia.org/shopping-bags/) **Gear & Paraphernalia** – Weather-appropriate outfit (windproof, waterproof), footwear with good tread, sunscreen – Tea/coffee/water and enough food for the day to keep you going – Map app on your phone [☎️](https://emojipedia.org/telephone/) **Contact** +420 732 570 684 (Elena) You join at your own risk. By joining our events, you accept our Terms and Conditions. Looking forward! 😊

\*\*\*\*\* We're meeting both in-person and virtually via Skype depending on the week. Contact Sonya Lano for more information if you want to join \*\*\*\*\* This is for anyone wanting feedback! We mostly focus on novels and longer works, but short stories are welcome, as well. You can submit anything you want feedback on in any genre. Current word limit for submissions is 4,000 words. Send your submissions by 13:30 the Thursday before the meeting (or we have a grace period during which you can submit a lower limit of 2,500 words if you submit by midnight Thursday evening). Also, if you don't have time to read through everyone's submissions, still join the meeting! We know that busy schedules don't always make finding reading time easy. To submit, use the Dropbox folder. If you don't have access to it, send sonyalakadosch@yahoo.com your e-mail address so I can add you. Looking forward to seeing everyone there! My number in case of any confusion the day of the meeting is 737 118 530 - or on Facebook: Sonya Lano (https://www.facebook.com/sonya.lano) DROPBOX INFO: * add new submissions for the next meeting in the " submissions" folder for the meeting date. Put your name at the beginning of the file name (for example: "Sonya Somewhere in the Dark") * When providing written feedback (not required, but deeply welcome), save the file as a separate document on your device, then mark your changes/ feedback in the saved file. After you're finished, put the file in the "Feedback" folder under the folder for the meeting date and then under the person the feedback is for (e.g. "For Sonya"). * The submissions folder will be replaced within a week after the meeting has taken place. Feedback will be deleted within 2 months after the meeting, so if you need it longer than that, make sure to copy it to your own disk.

This group is for anyone who writes - for any reason. Have a thesis or article you need to write? Trying to finish a novel or an academic paper? This group is for you. We are currently meeting in-person at Locus Workspace. If you have any questions, contact Sonya Lano here or on Facebook or Messenger (https://www.facebook.com/sonya.lano). We start at 9:00, introduce ourselves, and share a few words about what we're working on and what we hope to accomplish during the session. At the end of the session, you can give us a brief recap of how it went. We'll break at noon. The afternoon session starts at 2:00 pm. You're welcome to join both sessions or just one. Please come as close to 9:00 as you can if you come for the morning session. If you come to the afternoon session, we are usually back by about a quarter to 2:00.

Join **RSP Adventure** for an exclusive day trip into the heart of the breathtaking Moravian Karst, the largest and most important karst region in the country, located just north of Brno. Our journey takes us to the spectacular Punkevní Jeskyně, hidden within the canyon of Pustý Žleb and among the most famous subterranean wonders of Central Europe. Discovered between 1909 and 1933 by the team of Professor Karel Absolon, these remarkable caves form part of the northern Punkva system and are an extension of the longest cave system in the Czech Republic, Amateur Cave, whose passages stretch over 35 kilometers. The experience begins with a guided walk through impressive limestone corridors adorned with dramatic stalactites and vast underground chambers. The footpath is followed by a unique motorboat ride along the underground Punkva River, including a visit to the magnificent Masaryk's Dome—one of the most beautiful caves of the Moravian Karst. This is more than a tour; it’s an unforgettable journey beneath the surface into one of the Czech Republic’s greatest natural treasures. ***Limited places available.*** **Tour Highlights :** • Professional and friendly guide • Hassle-free day trip to Punkva Caves (private bus from Prague) • Entrance to the Punkva Caves • Boat trip along the subterranean Punkva River • Cathedrals of stalagmites and stalactites • Visit the bottom of Macocha Abyss • Entrance to the Balcarka Caves • Entrance to the Kateřinska Caves • Visit the devil's bridge You can pay for the trip via: • Bank transfer: 7392420507/6363 • Revolut: @augustetqc • Wise: @agustind162 **More information at :** https://www.facebook.com/events/1612053600006717

Come and join us for a fun, friendly but competitive game of 7-a-side. All abilities welcome. Artificial, outdoor pitch all year round, whatever the weather. Please be ready to play on the hour. We will play on the pitch nearest to the changing room / bar building, and you have access to the changing room before the game. The game costs 80 crowns. Ways to pay: 1\. With cash\. Ideally with exact change\, or no more than a 200 crown note\. 2\. On Revolut \- \+44 7717 452 156 / @thomas3dgu / QR code at the game\. 3\. On Wise \- I will send you a payment link\. \~\~\~ Please note that during this current busy period, 3 spaces are reserved until Monday evening for new players (fewer than 3 Saturday events).

Filozofování o životě a o všem ostatním pro všechny, bez vstupného a bez přihlášky: Co si přejete, s čím si lámete hlavu, co Vás nenechá spát, o čem dumáte, o čem sníte, co Vám vrtá hlavou, čeho se bojíte, na co vzpomínáte, o čem přemýšlíte? Nenechte tyto věci jen pro sebe, zkuste rozhovor s jinými lidmi. U nás nejde jen o to, si popovídat, o to taky, ale to máte i jinde. U našeho stolu se pokusíme, spolu *filozofovat*. Nejdříve se dohodneme, jaké téma budeme diskutovat, a pak se do toho pustíme, budeme přemýšlet, rozmýšlet, promýšlet a zamýšlet se, až se nám z toho bude točit hlava, přitom nám budou podporou filozofové všech věků, abychom jí neztratili, tu hlavu. Ani byste nevěřili, jak filozofie může být osvěžující…

Hi All, Come and join us for social running and a coffee! We meet at the main gate of Vystaviste - tram stop Vystaviste Holesovice. We will run in Stromovka. Usually we run around 50mins and it is up to everyone how many kilometres. We welcome all levels of runner. We can all run together or, if there is more of us, we can split into groups and at the end of the run we all meet close to the starting point to go for a coffee to a nice local coffee place (where they also sell cakes and great chocolate). If the weather is great, we can also just sit in one of the outside coffee placces in Stromovka and enjoy the sun. This is where we meet: http://photos2.meetupstatic.com/photos/event/7/7/3/1/600_447930513.jpeg

Hello Adventurers, This Sunday we will take it easy, for a change. We will go south-east of Prague and visit some lovely trails between Říčany and Mnichovice at leisurely pace. Hike can be made longer if there is interest. **• General info:** Trail: Walking Grade: This area is known for its lovely views and hills. Pace will be comfortable. ↑221 m \| 190 m↓ Distance according to Mapy: 16 km [MAP](https://mapy.com/s/hokorehuvo) **• Getting there and back:** →We will take [8:21 train to Říčany (destination Benešov u Prahy) ](https://idos.cz/vlakyautobusymhdvse/spojeni/prehled/?p=Fyb5SSWpsOpfNdTbad2ENBBhbcX7GhLtN9jhngpLQBknLYlXDdbt23ZPOJlyK1PEzUtsLiA3dI.zPM9pNcSJnQ--)from Praha hl.n. Check the connection as the train stops also stops at Vrsovice, Eden, etc. ← We will finish our hike in Mnichovice and take a train back from there. Connections are available every 30 minutes, max 1 hour PRO TIP: If you have Litacka app, buy tickets there, as it is more than twice cheaper than buying it from Idos or CD shop. **• What to bring** -Comfortable hiking footwear with good grip -Layers, layers, layers -Tea/coffee/water/snacks & lunch to keep you going -It's a good idea to have a map app installed on your phone **• Contact:** Jasminka +420 775 096 136 Looking forward :)

**6-a-side Football** practice at Pražačka Football artificial grass pitch. Maximum of 18 participants for 3 teams of 6. **Kick off at 12h00**. Everybody is welcome, no age, gender nor any restriction of any type to join. Cost: **90 crowns**. Please send the money using the **QR Code** stored here: https://imgur.com/a/PjU32Fi In case of any Opt-out within 24h of the session, or no show, the payment will be due (you still can ask someone to come instead of you, as your spot will be booked)

Hello, we are starting SU&W at Scouts Institute this Sunday! Please find us at a table across from the cafe. The event starts at 12, and the writing starts at 12:15! We will have 45 minutes of writing, followed by a 15 minute break. Then another 45 minutes of writing. Please purchase something to support the cafe and the space ☺️ Follow us on Whatsapp! https://chat.whatsapp.com/HeZDsZNFD8BKn8JohRlbkI

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **This is a curated, small-group meetup make new friends in Prague.** Each meetup brings together 4–6 like-minded people for casual conversations over brunch. We use the Groupvibe platform to organize and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com](https://groupvibe.com) Once you register, and **buy a ticket or become a Groupvibe member**, we’ll share the exact location and match you with your group. **Why this works:** \* Smaller groups make real conversations easier \* Matching helps avoid awkward dynamics **Note:** RSVPs here on Meetup don’t reflect total attendance. Many attendees register directly via our website. This meetup is organized by **Groupvibe**, a small team passionate about helping people form meaningful friendships offline.

**The Easiest room to walk into on a Saturday night** 🤩🌍 We are a welcoming, high-energy tribe of locals, newcomers, and expats alike. Half the room is our stable core, the other is always brand new! We skip the awkward small talk and go straight for REAL connections ✨, naturally transitioning into a great party 🤩 later on. Our rules are simple: No pressure, no city masks, and absolutely no standing alone. Just grab a drink 🍹 and jump right in. You’ll leave feeling energized, connected, and a little bit more like a true Praguer. 😎🤙 👉 If you want to dive deeper, just show up and JOIN our LOCAL WhatsApp community of 250+ Praguers!

Who can attend this meetup: The tour is an introduction to Prague and is mainly for expats and visitors to our city but everybody who would like to join is invited. ***Important***, please also fill in the booking form on our [website](https://freewalkingtourprague.eu/en/schedule) if you are planning to come (otherwise we will not expect you). Description: Meet us by the Powder Tower, the historical gate to the Old Town and starting point of the Royal Route. Then have an educative walk through the narrow and picturesque streets of the historical center of Prague. Enjoy the unique diversity of architectural styles from Gothic to Art Nouveau. See some of the most interesting sites and get to know fascinating facts and legends of the 1000-year old capital of Bohemia. End the tour at the riverside 5 minutes away from the Charles Bridge, from which you can continue the tour on your own (or again with us) towards Malá Strana or Prague Castle. ====== Meeting point: We will be standing by the Powder Tower at the side of the Namestí Republiky square with a green umbrella in hand :) Map: https://goo.gl/maps/tzqKpZ2945S2 Price: there is no fixed price, you will be able to decide yourself how much you value the tour. If you don't know how much is best (and can afford it) we recommend 200Kč, but it really depends on you how much you contribute. Join us also on our [Facebook profile](https://www.facebook.com/freewalkingtoursprague/) :) and if you are travelling to other cities check out our friends at the [Free Tour Community website](https://freetourcommunity.com/). For any questions, please contact us at info@freewalkingtourprague.eu. Unfortunately, the meetup application does not always send us phone notifications. Reminder - only people who booked on our [official free walking tour website](https://freewalkingtourprague.eu/en/schedule) can join the tour and if the tour shows fully booked on the website it means there are no free spots. The meetup list doesn't count in this case. We look forward to meeting you, Michal, Amanda, Lana, Iva & Chris

**The Best Speed Friending Experience on a Saturday night in Prague 🤗✨** You’ll meet up to 10 new people in around one hour inside a cozy Tapas Bar right in the heart of Prague. We focus on genuine human connections made fast, without the awkward silences or boring elevator pitches. ✅ **No wasted time** → You get exactly 5 minutes with each person. No more, no less. ⏱️ ✅ **No awkward silences** → You’ll get access to our unique web app with over 300 field-tested icebreakers. 📱 ✅ **No pressure** → If a conversation stalls or you don’t know what to say, simply open our app on your phone, read the next question, and wait for the answer. 😌 ✅ **No dating** → This is not a singles mixer. We focus purely on making great friendships. 👋 ✅ **No pitches** → Leave business cards at home. Come as you are and connect on a human level. 🤝 🎟️ **Tickets** (Includes event organization + full access to the Icebreaker App): [https://connect.boomevents.org/en/prague-together-hwvye/mingle-master-hwvkm](https://connect.boomevents.org/en/prague-together-hwvye/mingle-master-hwvkm) 🕒 **Schedule** 17:30 - Door opens **17:45 - The Clock starts!** ⏱️ 19:00 - Wrapping up 19:30 - Afterparty 👉 **The Afterparty:** After we wrap up, you can naturally transition into our infamous social mixer, **The Bar Nomads 🤩**, to meet even more awesome people or grab another drink 🍹 with those you just met. Free entry Swapping Contacts: We keep things organic and don't use any automated matching systems. If you want to stay in touch with someone, ask for their contacts after we wrap up or over a drink at the afterparty. By attending to this event, you consent to being photographed or filmed. Photos and videos taken during the events may be shared on our social media. If you do not wish to appear in the photos please send me a private message before attending

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.

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

**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

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!

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)