Natural Language Processing

Join us for a fun and relaxed evening at **Niema**! Practice languages, meet new people, and enjoy **live music** in a cozy, friendly atmosphere. ✨ Whether you’re a native speaker or just starting out, everyone is welcome! 🎉 Fun, casual conversations 🍻 Happy hour vibes 🌐 Connect across cultures Bring your best smile and an open mind. Let’s make it a night to remember! 💬🌟 💵 Free 📍 [https://maps.app.goo.gl/DLxPtzPb5T1AwWJXA?g_st=com.google.maps.preview.copy](https://maps.app.goo.gl/DLxPtzPb5T1AwWJXA?g_st=com.google.maps.preview.copy) 📲 Instagram : [https://www.instagram.com/cafeniema?igsh=cXF1ejJuZ2l2cWhp&utm_source=qr](https://www.instagram.com/cafeniema?igsh=cXF1ejJuZ2l2cWhp&utm_source=qr)

**REAL TALK Tbilisi – a Thursday English social club!** *Join us and bring your friends! Those who bring a newcomer have a discount!* As usual you'll have the opportunity to meet interesting people, make international friends, and also practice communicational skills in English along the way! Our meetings are organised in a way that allows you to have lively and interesting conversations with as many people as possible. You will be talking one-to-one with other participants, which will give you the opportunity to fully engage in a talk, while a welcoming and considerate host will be rotating participants in fixed periods of time. **THURSDAY – 5th of March** \| **19:30 – 22:00** **21PM — Kitchen, Coffee & Bar** \| Petre Melikishvili Street\, 21 [Google Maps](https://maps.app.goo.gl/5FyYMbUZPvmgx5fU6?g_st=ic) \| [Yandex Maps](https://yandex.com/maps/org/113571966544) *No registration! Simply come at the time of the event!* **Participation fee** 20 Lari *5 Lari* – *for those who* *will bring a newcomer!* Membership cards in store: • 8 meetings – 140 Lari • 12 meetings – 200 Lari • 16 meetings – 240 Lari Each card is valid for 6 months ⏳ **Timing** 19:30 – chatting in small groups 19:45ish – one-to-one conversations with rotations 21:15 – short break & time to pay 21:30 – conversational games or free chat 22:00 – finish 22:♾️ – afterparty with survivors A comfortalbe level of English: B1+ Your host – Keke get in touch on [Telegram](https://t.me/kekeshelia) [Join the Telegram chat](https://t.me/realtalktbilisi) / [go to Facebook page](https://www.facebook.com/realtalktbilisi) / [sign up on Instagram](https://instagram.com/realtalktbilisi?igshid=OGQ5ZDc2ODk2ZA==)

Weekly open mic night at Crossroads Bar! Join us every Thursday at 8:00 PM for an open mic style jam session where expats and locals come together to make music and have fun! Whether you're a seasoned musician or just love watching live music, you're more than welcome to join us. Time: Every Thursday, 8:00 PM Location: Crossroads Bar What to expect: \- A welcoming atmosphere for both performers and listeners \- Mix of musical styles and impromptu collaborations \- Great opportunity to meet fellow expats and music enthusiasts \- Friendly environment for all skill levels Bring along: \- Your instrument \(if you play one\) \- Your voice \(if you like to sing\) \- Your good vibes \(if you just want to enjoy the music\!\) No musical experience? No problem! Come enjoy the atmosphere, meet new people, and be part of our growing community. Free entry!

**REAL TALK Tbilisi – a Saturday English social club** *Join us and bring your friends! Those who bring a newcomer have a discount!* As usual you'll have the opportunity to meet interesting people, make international friends, and also practice communicational skills in English along the way! Our meetings are organised in a way that allows you to have lively and interesting conversations with as many people as possible. You will be talking one-to-one with other participants, which will give you the opportunity to fully engage in a talk, while a welcoming and considerate host will be rotating participants in fixed periods of time. **SATURDAY – 7th of March** \| **14:00 – 16:30** **Coffee Lair the coffee shop** \| 14 Giorgi Chitaia St\. [Google Maps](https://maps.app.goo.gl/q6eX32Gi5p4LTcZm8?g_st=ic) \| [Yandex Maps](https://yandex.com/maps/org/116279744418) *No registration! Simply come at the time of the event!* **Participation fee** 20 Lari *5 Lari* – *for those who* *will bring a newcomer!* Membership cards in store: • 8 meetings – 140 Lari • 12 meetings – 200 Lari • 16 meetings – 240 Lari Each card is valid for 6 months ⏳ **Timing** 14:00 – chatting in small groups 14:15-ish – one-to-one conversations with rotations 15:45 – short break & time to pay 16:00 – conversational games or free chat 16:30 – finish 16:3♾️ – afterparty with survivors A comfortalbe level of English: B1+ Your host – Serge get in touch on [Telegram](https://t.me/sergbalm) [Join the Telegram chat](https://t.me/realtalktbilisi) / [go to Facebook page](https://www.facebook.com/realtalktbilisi) / [sign up on Instagram](https://instagram.com/realtalktbilisi?igshid=OGQ5ZDc2ODk2ZA==)

**REAL TALK Tbilisi – a Sunday English social club at Sative Space** We have Sunday meetings at a special place at Sative Space! They’ve got: – a cafe, coworking, and gym – PlayStations – pets entry *So join us and bring your friends! Those who bring a newcomer have a discount!* As usual you'll have the opportunity to meet interesting people, make international friends, and also practice communicational skills in English along the way! Our meetings are organised in a way that allows you to have lively and interesting conversations with as many people as possible. You will be talking one-to-one with other participants, which will give you the opportunity to fully engage in a talk, while a welcoming and considerate host will be rotating participants in fixed periods of time. **SUNDAY – 8th of Match** \| **18:00 – 20:30** **Sative Space** \| 49b Ilia Chavchavadze Avenue ‼️*There’s another building with the same address. It’s a swimming pool club. Sative Space is on the opposite side!* [Google Maps](https://maps.app.goo.gl/NMZxEbdGstBZgBhs6?g_st=ic) \| [Yandex Maps](https://yandex.com/maps/org/sative_space/179495844640) *No registration! Simply come at the time of the event!* **Participation fee** 20 Lari *5 Lari* – *for those who* *will bring a newcomer!* Membership cards in store: • 8 meetings – 140 Lari • 12 meetings – 200 Lari • 16 meetings – 240 Lari Each card is valid for 6 months ⏳ **Timing** 18:00 – chatting in small groups 18:15ish – one-to-one conversations with rotations 19:45 – short break & time to pay 20:00 – conversational games or free chat 20:30 – finish A comfortalbe level of English: B1+ Your host – Keke get in touch on [Telegram](https://t.me/kekeshelia) [Join the Telegram chat](https://t.me/realtalktbilisi) / [go to Facebook page](https://www.facebook.com/realtalktbilisi) / [sign up on Instagram](https://instagram.com/realtalktbilisi?igshid=OGQ5ZDc2ODk2ZA==)

🌟AWS User Group Tbilisi invites you to AWS 2025 re:Invent re:Cap🌟 Missed **AWS re:Invent 2025 in Las Vegas?** We’re bringing the biggest announcements, innovations, and insights directly to Tbilisi. Join us for an evening dedicated to the essence of the world’s largest cloud conference. This re:Cap event will highlight the most impactful updates, breakthrough innovations, and strategic insights from AWS re:Invent 2025 — helping you understand what will shape cloud strategies in 2026 and beyond. Explore the latest advancements across AI/ML, Generative AI, analytics, security, Kubernetes, and industry-specific cloud solutions. Dive into deep technical discussions, gain practical knowledge, and discover how the newest AWS capabilities can elevate your architectures and projects. This is more than just a recap — it’s an opportunity to connect with fellow cloud engineers, architects, DevOps professionals, and engage directly with AWS technical representatives. Whether you're building scalable platforms, modernizing infrastructure, or exploring AI-driven solutions, this event will give you actionable insights to move forward with confidence. Let’s decode re:Invent together — right here in Tbilisi. 📅 Date: **2026 March of 6th** 🕒 Time: **17:00 (UTC+4)** 🔗 Register Here: [https://forms.gle/ik6iz8S7n1ugt7SA9](https://forms.gle/ik6iz8S7n1ugt7SA9) 🌐 Venue: **[Georgia, Tbilisi, Ilia State University, Building T, Auditorium T102 1st floor](https://maps.app.goo.gl/mNUWofjUMeZDbHox5)** 🎉**Agenda:** **17:00 -17:30 Doors Opens** **17:30 – 18:10 From Spot.io to Karpenter: A Deep Dive into Kubernetes Migration - Viktar Mikalayeu** Kubestronaut \| SRE \| AWS Solutions Architect \| FinOps Consultant \| AWS Community Builder \| CKS \| CKA \| CKAD \| Open\-source \| AI Enthusiast A real\-world Kubernetes migration journey covering: Autoscaling evolution Cost optimization strategy Operational lessons learned Production challenges Best practices for 2026 **18:10 – 18:25 Coffee Break / Networking** **18:15 – 19:45 AWS re:Invent re:Cap - Giorgi** **Semenikhin and Alexandr Bernadskiy @AWS @TBC** A curated summary of the most impactful announcements from re:Invent 2025, including: Generative AI & Bedrock updates Infrastructure & Kubernetes innovations Security & Zero-Trust enhancements Data & Analytics advancements FinOps & cost optimization improvements What matters most for 2026 planning **19:45 – 20:30 TCP Networking with Community** 👉 **Why Attend AWS Community Meetup?** ✨ Unlock the Potential of AWS: Explore the latest innovations, best practices, and case studies that will empower your organization to thrive in the cloud. 🤝 Connect with Experts: Engage with AWS experts, solution architects, and partners to get answers to your toughest questions and learn about AWS services. 🚀 Networking Opportunities: Connect with fellow cloud enthusiasts, exchange ideas, and expand your professional network

New faces. Real talk. No pressure. Join us for Speed Friending at Niema — the easiest (and most fun) way to meet people in the city. Whether you’re new in town, a creative soul, or just tired of small talk—this night is for you. 💵Free 📍 https://maps.app.goo.gl/NTsnCf5C6WHgnBAHA?g_st=ic Instagram 📲: https://www.instagram.com/cafeniema/profilecard/?igsh=cXF1ejJuZ2l2cWhp

Join us on March 8 at **Niema Bar**, where every woman feels safe, valued, and celebrated. Let’s honor women power with great music, good vibes, and special drinks. Cheers to strength, confidence, and sisterhood! 🍸✨ 💵Free 📍 [https://maps.app.goo.gl/NTsnCf5C6WHgnBAHA?g_st=ic](https://maps.app.goo.gl/NTsnCf5C6WHgnBAHA?g_st=ic) 📲: [https://www.instagram.com/cafeniema/profilecard/?igsh=cXF1ejJuZ2l2cWhp](https://www.instagram.com/cafeniema/profilecard/?igsh=cXF1ejJuZ2l2cWhp)

Tbilisi is full of internationals, travelers, digital nomads, and locals who speak 4 languages but still say "cheers" in all of them. This Saturday, we’re turning **Bar Niema** into your **global living room** — loud, friendly, and a little chaotic. This isn’t a networking event. It’s not a language exchange. It’s a **house party** — and you’re invited. 💵Free 📍 \*\*Location:\*\* [https://maps.app.goo.gl/nvPMP6HHfPgTDm6E8](https://maps.app.goo.gl/nvPMP6HHfPgTDm6E8) Instagram : [https://www.instagram.com/cafeniema?igsh=cXF1ejJuZ2l2cWhp&utm_source=qr](https://www.instagram.com/cafeniema?igsh=cXF1ejJuZ2l2cWhp&utm_source=qr)

Looking to belt your heart out on a Sunday? Join us for **Karaoke Night with Faisal** at Crossroads Bar! 🎤 Whether you’re an expat or a local legend-in-the-making, grab the mic and jump in. You’ll get to: ✅ Sing your favorite hits (solo, duet, or hype squad) ✅ Meet friendly locals & expats alike ✅ Improve your English while having fun ✅ Sip signature cocktails at Tbilisi’s #1 expat bar ✅ Free entry (just grab a drink) 🕘 **Time:** 9 PM 📅 **Date:** Every Sunday 📍 **Place:** Crossroads Bar, Tbilisi

Inspired by our successful events like "Saturday Mornings @ East Market" and other "Pot Luck in the Park" lunches, this gathering promises to be a blend of fun conversations, language exchange, and cultural insights, all while sharing wonderful foods with each other. Please bring a dish to share and anything you would like to drink. We will provide plates, plastic silverware and napkins. So, come hungry and ready to chat!

Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who want to discuss international travel and culture, and anyone who enjoys getting together for good conversations."

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

Join us for a Japanese Book Fair + Ramen Meetup! We’ll browse the used Japanese Book Fair together at Yokoso Center, then head next door to Tensuke Ramen from 5–6 PM to enjoy ramen and other Japanese dishes. After we eat, we’ll hang out and play a few casual games. Come for books, stay for food and community, open to all!

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

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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