Physics

AI is everywhere, but what does it actually look like when it works? Join us for a meetup that brings together practitioners building and deploying AI systems in real-world environments. **⚡ Building Smarter Financial Technologies with AI** This session will cover practical AI solutions developed for financial institutions, including: * AI-powered data warehouse and AI Data Analyst * AI chatbot for customer support * Segmentation tools and audio analysis for call centers * Income analysis tools for self-employed customers Speakers: **Aleksi Kvitatiani** \- AI & Data Project Lead at Silk Bank\, where he built and manages a cross\-functional team responsible for the bank's end\-to\-end data ecosystem\. His work includes an AI\-powered data warehouse that lets business users query data in natural language\, an agentic chatbot that reduced call center load by 75%\, and an AI\-assisted income analyzer for credit risk teams\. Before Silk Bank\, he consulted as a freelance data analyst for FMCG operations in Georgia\. He also co\-founded Outswift\, a studio building ML and agentic AI solutions for SMBs\. **Shalva Elishakovi** \- AI\, Data & Growth Project Manager at Silk Bank\, where he leads the development of AI\-driven solutions across business functions\. He has contributed to building one of the first AI\-powered banking assistants with secure access to customer data and analytical capabilities for improved support and decision\-making\. He is also a Co-Founder of Outswift, developing AI products across industries, including computer vision for FMCG and audio intelligence for call center analysis, with a focus on scalable, real-world solutions. ⚡ **It turns out you do not need a multi-agent system** Ever thought about building a multi-agent system just because business or marketing said it was a cool idea? Well, we all have. Over the past two years, we’ve been sold countless ideas and swept up in plenty of hype. But as things are becoming somewhat “production-ready”— thanks to coding assistants emerging as the most practical use case for LLMs — we’re now seeing Agent Skills and sub-agents as more effective patterns for building complex systems. Let’s dive into the recent trends that are sticking and explore the challenges we still face, including token consumption costs, guardrails, and creating agents that truly deliver customer value. Speaker: **Natig Kurbanov** \- Lead Software Engineer and an AI Solutions Engineer at EPAM Georgia\. As an EPAM AI Ambassador and community driver for [JAR.GE](http://jar.ge/) and GenAI-X Georgia, he is a frequent face on the tech circuit. During the networking part, feel free to go beyond Natig’s talk theme of multi-agent system — ask him about Japanese maples, magnolias, or Zen gardens, and you may find yourself in a long and engaging conversation. **When:** 7 May, 18:30 **Where:** EPAM Georgia (10 Bidzina Kvernadze Str., Tbilisi) Attendance is free and requires RSVP on Meetup.com. 🤝 The Meetup is organised by [DataFest Tbilisi](https://www.datafest.ge/) and hosted by [EPAM Georgia](https://www.epam.com/). The event partners are [World Quant](https://worldquantbrain.com/consultant) and [Charte](https://charte.ge/).

Kick off the weekend at the new spot! We’re bringing back that signature La Mano energy for a night dedicated to the four pillars of a perfect Friday: **Fun, Drinks, Dance, and Talk.** Whether you’re here to catch up with old friends over a glass of Georgian wine, meet new faces in the expat community, or lose yourself on the dance floor to a mix of house and retro-grooves, we’ve got a spot for you. **Expect:** * **The Social Hour:** Chill vibes and deep talks from 10:00 PM to 11:30 PM. * **The Late-Night Groove:** We turn up the volume and clear the floor at 11:00 PM. * **Signature Mixes:** Special cocktail offers all night. *No guest list, no pretension—just the La Mano family doing what we do best* **Location:** La Mano Bar . G. Kikodze 5 https://maps.app.goo.gl/q1cAkaiJYnnKBVej9 **Date:** Friday, March 27 **Time:** 10:00 PM – Late

Hello, People of the World! We’ve decided to host a weekly event in Tbilisi for internationals, expats, nomads, travelers, and Georgians who love to connect through languages and cultures. This is a welcoming space where everyone contributes something personal—language skills, stories, or just good vibes—for the benefit of the group. Whether you're here short-term or long-term, come meet new people in a fun, relaxed environment. We’ll share travel tales, language tips, and laughter over drinks, board games, or casual conversations. The concept is simple but powerful: connect, exchange, and enjoy. You’ll be surprised how much we all have in common—starting with funny stories from life in Tbilisi! Join us, bring your voice, and be part of this growing international community. We look forward to seeing you! 📅 Date: Every Saturday 📍 Location: G. Kikodze 5 ⏰ Time: from 10 pm until midnight 🎟️ Entry: Free (Buy drinks in the bar) Cafe La Mano Location: https://maps.app.goo.gl/q1cAkaiJYnnKBVej9 Join Expats group here: [https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC](https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC) (expat bar Tbilisi, cocktail bar, karaoke night, language exchange, live music, dive bar, board games, expat social, Tbilisi night life, Where to drink in Tbilisi, Tbilisi bar for foreigners. English-speaking bar Tbilisi. International crowd Tbilisi bar. Best bar in Tbilisi for expats. Live music Tbilisi bar. Expat events Tbilisi. Social bar Tbilisi. Tbilisi international pub. Friendly bar in Tbilisi. Tbilisi bar with English menu. Meet new people in Tbilisi)

Whether you're looking to practice your **Georgian**, polish your **English**, or dive into any other language, **La Mano** provides the perfect laid-back atmosphere to bridge the gap between cultures. No formal lessons here—just good vibes and great people. ### Event Details * **When:** Every Thursday * **Time:** 9:00 PM * **Where:** La Mano, [G. Kikodze Street #5](https://www.google.com/search?q=https://www.google.com/maps/search/%3Fapi%3D1%26query%3DG.%2BKikodze%2Bstreet%2B5%2BTbilisi) *** ### Why Join Us? * **Diverse Community:** Meet locals, expats, and travelers from all over the world. * **Casual Setting:** Swap the classroom for a cozy bar environment. Grab a drink, find a table, and start talking. * **All Levels Welcome:** From absolute beginners to native speakers—everyone has something to share. > **Pro Tip:** Don't be shy! Most people come alone and leave with a dozen new friends. Just look for the signs or ask the staff where the exchange is happening. Join our community here: https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC Address: https://maps.app.goo.gl/H5R3mXk3qw7SnS1F7

Looking to expand your social circle and meet new people in **Tbilisi’s international community**? Join us for a fun and relaxed gathering where **expats, internationals, digital nomads, travelers, and locals** come together to connect, share stories, and build new friendships. Whether you're **new to Tbilisi**, here long-term, or simply looking to meet fresh faces, this is the perfect opportunity to socialize, break the ice, and join a warm, **welcoming, safe space** (female-owned bar) known for its inclusive vibes. **Date:** Every Wednesday **Location:** https://maps.app.goo.gl/q1cAkaiJYnnKBVej9 ⏰ **Time:** From 10 PM until midnight ️ **Entry:** Free (Buy drinks in the bar) Come alone or bring a friend—either way, you're sure to meet **new friends**, enjoy **international conversations**, practice languages, and connect with Tbilisi’s most active **expat & socializing community**! Join Expats in Tbilisi chat: [https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC](https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC) We are looking forward to seeing you!

**Join us for Scrum User Group Tbilisi Meetup Vol. 4!** We’re excited to welcome you to the fourth gathering of **Scrum User Group Tbilisi, officially recognized by Scrum Alliance** and organized together with Agile Community Georgia & Armenia, kindly hosted by EPAM Systems. ✨ This time is special - **Bjarte Bogsnes will be joining us in person in Tbilisi, giving our community a rare chance to meet a globally recognized expert, keynote speaker, and pioneer in modern management.** We’ll also have two insightful talks from local Georgian speakers, bringing real-world perspective and practical experience: **How AI is actually used in Agile teams -beyond the hype** **A real AI project experience report from a Scrum Master lens - why Agile comes before AI** **📍 Event Details** May 6 (Wednesday) Doors Open: 18:00 EPAM Georgia, Lounge Space, 1st Floor, Kvernadze 10 Language: English **📋 Agenda** 19:00 – Welcome & Intro Co-hosts: Konstantine Kevlishvili & Mariam Glonti 19:10 – 20:00 \| Talk & Q&A Beyond Budgeting Bjarte Bogsnes 20:00 – 20:20 \| Networking & Snacks 20:20 – 20:40 \| Talk & Q&A Future-Proofing Agile: How AI is Actually Used in Practice Konstantine Kevlishvili (Agile Coach, TBC) 20:40 – 21:00 \| Experience Report & Q&A Why Agile Comes Before AI: Real AI Project Report from a Scrum Master Lens Maria Ghlonti (Agile Coach, EPAM)

Come out and test our games. Our CSE 5912: Game Design and Development class is showing off their latest games. Come and play test and mingle. Where: Game Arena, Date: Monday, May 4, 2026 Time: 6:00-8:00pm Here are two of their video trailers: [https://youtu.be/t_kZYI5zMQc](https://youtu.be/t_kZYI5zMQc) [https://youtu.be/iO_27fD1lj0](https://youtu.be/iO_27fD1lj0)

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!

When judging morality, should we prioritize **intentions/duty** or **outcomes/results**? It introduces two influential philosophers as representatives of these approaches. * **Immanuel Kant (deontology):** An action is moral when it is done from **duty** and follows rational, universal principles (the **categorical imperative**). Certain acts—like lying—are wrong regardless of the consequences; you can’t do a wrong thing for a right reason. * **John Stuart Mill (utilitarian consequentialism):** The morality of an action is determined by its **effects**, specifically how much **happiness/well-being** it produces. Mill argues that some pleasures are “higher” than others, and that good intentions don’t redeem harmful outcomes. ## Discussion Questions 1. **The lying dilemma:** A murderer comes to your door and asks if your friend is hiding inside. Kant would say you must not lie. 2. **Can good intentions rescue a bad outcome?** 3. **The organ harvest problem:** A surgeon has five patients dying of organ failure and one healthy patient in for a checkup. Killing the one to harvest organs would save five lives, and the math works out for the utilitarian. Why does this feel so deeply wrong? Is that feeling a point in Kant's favor, or just a bias we should overcome? 4. **Do rules need exceptions?** Kant insists moral rules must be universal, with no exceptions. But most of us can imagine extreme scenarios where any rule seems like it should bend. Does the need for exceptions fatally undermine deontology, or is the strength of the system precisely that it refuses to bend? 5. **Who gets to calculate the consequences?** Utilitarianism asks us to maximize good outcomes, but we're notoriously bad at predicting consequences. If we can't reliably know the results of our actions, is it practical to base our entire moral system on outcomes? Does this uncertainty push us back toward rules and principles? 6. **Everyday morality:** Think about a real moral decision you've made recently, even a small one. Did you reason more like a Kantian (what's the right thing to do in principle?) or more like a utilitarian (what will produce the best result?)? Do most people naturally lean one way? 7. **Justice vs. the greater good:** A town can prevent a deadly plague by sacrificing one innocent person. The greater good is clearly served. But is it just? Can an action be morally right and deeply unjust at the same time? 8. **The big synthesis question:** Are these two systems actually opposed, or do they often arrive at the same answers by different paths? Is it possible that we need both: rules to guide us in the moment and consequences to evaluate systems and policies over time?

**Tickets are on Sale now $22.00 curtainplayers.org** **please list your seat number in comments . Purchase in E .We also will meet for lunch if interested which is posted separately 😊**

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

**DINNER AND MUSIC**! Pubs, breweries, and American eateries often host local bands playing popular hits, country, or rock offering a nice ambiance for socializing and diverse food and drink menus. *Tonight we'll check out [TIPTON TAVERN](https://www.pizza-cottage.com/locations) (inside Pizza Cottage Lewis Center).* Family-friendly casual [pizzeria](https://www.pizza-cottage.com/menu) for pizzas plus salads, wings and subs. We'll meet in the bar area, where the live music is set up. You're welcome to stay late, if you like. *Tonight's band:* Shucking Bubba Acoustic! **Live music starts at 6pm**.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow