Data Architecture

## **Stop Living the Typical Expat Life! Meet Real Local Friends at Culcom** 🍻✨ Are you tired of the "Home → Work → Home" routine? Finding Korean friends who actually vibe with you in English isn't always easy. That’s why we’re here. At **Culcom Daejeon**, we’re not about boring textbooks. We’re about **real connections.** Since 2004, we’ve been the go-to spot for expats and locals to hang out, share stories, and build a "second family" in Korea. 🌉🤝 *** ### **What’s Waiting for You?** 📋 * **Real Talk:** Skip the "How are you?" and dive into dating, culture, and life with 40\~70 people every night. * **Small Groups:** You'll be placed in a cozy team (5-7 people) so everyone gets a chance to speak. * **Free Perks:** Enjoy **unlimited self-service beer**, snacks, and a super chill vibe. 🍺🥨 * **Beyond the Cafe:** We don’t just sit and talk. We do ski trips, kimchi making, casino nights, and wine parties! 🎿🍷 ### **When & Where?** 📍 * **Time:**11:00 AM – 13:00 PM (Every Weekend) * **Place:** 5F, 487, Daejong-ro, Jung-gu, Daejeon (Right in the heart of the city!) * **Inquiry:** 010-8268-1638 ### **What Happens When You Arrive?** 🕒 1. **Welcome:** Chat with our friendly staff and get to know the Culcom vibe. (Don't forget to say you came through **Meetup**! 😉) 2. **1:1 Matching:** If you want, sign up for a personal language exchange partner. 3. **The Main Event (2 hours):** Meet a bunch of new Korean friends and chat away in English! ### **FAQ** 💬 * **Is there any hidden charge?** Nope, not at all. * **What if I’m late?** No worries! You're always welcome, but coming on time is more fun for everyone. 🏃‍♂️💨 * **Can I bring a friend?** Please do! We’ll give you a big hug if you bring your crew. XD 🤗 ### **Check Our Vibe!** 🎥 Curious what we actually do? Check out these clips: * [Beerpong Night 🍺](http://vimeo.com/101484635) * [Kimchi Making 🥬](http://vimeo.com/57131651) * [Casino Night 🃏](http://vimeo.com/136714567) **"Come for the English. Stay for the people."** See you at the 5th floor! 👋✨

Sunday Tea Club was founded in Daejeon in 2023. Created as a quiet alternative to Korea’s typical drinking and nightlife culture, the club offers a calm, meaningful way to spend your Sunday afternoons. If you’ve ever wished for a slower, more mindful space to enjoy afternoon tea and gentle conversation — you’re more than welcome to join us! Participant fee 15,000won+order 1drink(The participation fee is only paid once — at your first visit. All fees are collected and reinvested into the club to purchase new teaware, high-quality teas, or ingredients for future gatherings.)

**What to Expect** Weekly in-person language exchange meetups in a relaxed café setting. Meet locals and internationals, practice languages, and make new friends. Every round, groups rotate so you can talk to different people. **Who Comes** A mix of locals and internationals learning each other's languages. Most conversations are Korean–English, but everyone is welcome. **How It Works** 1. Join our open chat: [https://open.kakao.com/o/gLvLBEai](https://open.kakao.com/o/gLvLBEai) 2. Book your spot 3. Show up and start talking You can come alone or with friends. \-\-\-\-\- 편안한 카페 분위기에서 진행되는 주 1회 오프라인 언어 교환 모임입니다. 한국인과 외국인이 함께 만나 언어를 연습하고 새로운 사람들을 만날 수 있습니다. 매 라운드마다 그룹이 바뀌어 여러 사람과 대화할 수 있습니다. **참여 방법** 1\. 오픈채팅 참여 https://open.kakao.com/o/gLvLBEai 2\. 모임 신청 3\. 모임 참여하고 언어교환 시작 혼자 오셔도 좋고 친구와 함께 오셔도 됩니다.

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

**🥰 Online Speed Dating via Zoom – Connect with Lafayette Singles Tonight!** Expect more tonal spread here: sometimes compact, sometimes expansive, sometimes punchy. We pair you by personality and age so every conversation feels natural. Quick, hosted rounds on Zoom with Lafayette singles paired to your age group and personality. No awkward pauses — just natural conversation. **Pick your age group and sign up:** - 🔥 **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=18-32&face_v=15.0) - 🔥 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=30-46&face_v=15.0) - 🚀 **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=40-58&face_v=15.0) - ⚡ **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=471.0&productType=onlineSpeedDating&city=Lafayette&groupurlname=soul-searching-boys-queer-dating-nights&ar=55+&face_v=15.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. 🎯 **Especially useful for:** ⭐ *"The personality matching genuinely works. My matches were spot on."* – Lafayette local - First-timers new to speed dating - Singles who prefer a hosted, structured experience - Introverts who shine in one-on-one conversations - People fed up with swiping who want actual conversation --- **At a glance** 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. - **Format:** Zoom video session – short timed rounds - **Vibe:** Laid-back one-on-one chats with Lafayette locals - **Rounds:** Multiple short one-on-one rounds - **Location:** Online from home – no need to go anywhere - **Duration:** Approx. 60–90 minutes - **Matching:** Driven by personality quiz results - **Host:** Live host handling rounds and introductions 🔄 **What to expect** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 4. **Meet your matches** – Cycle through short chats with compatible Lafayette singles. 5. **Get matches** – Mutual matches shared after the event. --- ✨ One Zoom call, genuine conversations, real matches. See you there. 💘 ✨

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

We invite you to an in-person session in Seattle exploring the real impact of AI on knowledge-driven industries — from shifting economics and the disruption of traditional SaaS and consulting models to where organizations can still build lasting competitive advantage. As AI platforms like ChatGPT, Claude, and Gemini continue to redefine how work gets done, organizations face a critical question: how can they adapt, remain competitive, and create lasting value? We’ll discuss practical strategies for integrating AI while preserving human expertise, along with actionable approaches to upskilling teams for an AI-driven workplace. Drawing on real-world experience from training thousands of professionals and deploying AI solutions, this session will provide clear, applicable insights for today’s evolving landscape. Following a short presentation, the session will open into an interactive discussion where attendees can share perspectives and explore key questions around the evolving role of humans, organizational adaptation, and staying competitive in an AI-first world. **Who should attend:** • Executives and managers in SaaS, consulting, and knowledge-driven organizations • Professionals exploring AI upskilling and workforce transformation • Anyone interested in the future of AI and knowledge work 📍 **Location:** Data Science Dojo, 5010 148th Ave NE, Suite 200A, Redmond, WA, United States 🔗 **Google Maps:** [https://lnkd.in/d8WA-yNc](https://lnkd.in/d8WA-yNc) **💻 Online Access:** A livestream will be available for those unable to attend in person; however, the full interactive experience is reserved for in-person participants.

A WiA Collective Wisdom Exchange At the start of this year, we gathered to look back, set intentions, and imagine the next chapter. This is the follow-up. Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now. Together, we’ll explore: • What you intended at the start of this year - and what that looks like three months in • What’s surprised you, supported you, or shifted • What the next chapter needs now that you know what you know If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now. Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back. The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter. Space is intentionally limited to keep the experience intimate. What to Expect • A small, welcoming circle (not a large meetup) • Structured conversation so everyone has space to speak • Reflection, listening, and lived experience — not advice-giving • Optional creative reflection alongside conversation • A calm, supportive environment Who This Is For Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords. Good to Know • No preparation required • If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited • Participation is invitational; listening is always welcome • Creative activities are optional

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/