Data Management

Hey all, please join us for our May Edition of the Melbourne Data Eng meetup. Join us for an engaging session filled with exciting discussions and networking opportunities. Don't miss out—RSVP to secure your spot. Please reach out if you'd like to host us! 🎉 🏠 Location: Stone & Chalk Melbourne 🍕 Catering: Cloud Shuttle 😊 💬 Join our Slack Group here: [Data Engineers Slack Channel](https://docs.google.com/forms/d/e/1FAIpQLSd09iTwpNulQH0b1BdslM1RzgImOGlX4WgOx6_rzvmVANwGmw/viewform) **Schedule:** \- 5\.30pm: Doors Open \- 6\.00pm: Announcements and Welcome \- 6\.10pm: 1st Talk \- 6\.40pm: 2nd Talk \- 7\.10pm: Networking \- 7\.30pm: Doors Close **Speakers:** 🎤 **Erfan Hesami, Senior Data Enigneer/Architect @ Airmaster** **Talk:** Building an AI-Powered Data Catalouge with OpenMetadata **Summary:** Ever ask an AI tool a question about your data and get a confident but wrong answer? You’re not alone. This usually happens because the AI is missing context. LLMs are only as good as the information you give them. Without a strong metadata layer, even the best models don’t really understand your data. In this session, we’ll show how you can fix that. I’ll walk through how OpenMetadata, MCP (Model Context Protocol), and its AI SDK work together to give AI the context it needs to understand your data, not just query it. Through a live demo based on a real project, you’ll see how to connect an AI agent to your metadata so it can search tables, follow data lineage, and answer questions with real understanding. We’ll also show how the AI SDK helps you go beyond chat, building agents and workflows that can take action on your data, not just talk about it. **Bio:** I am a Senior Data Engineer/Architect. I started my career as a Data Analyst, then moved into Analytics Engineering, and now focuses on building data platforms and systems. I have worked with companies such as Allianz, Xero, AFL, and Airmaster, helping teams better use their data. I enjoy sharing what I learn about data engineering and AI through simple, practical content on my Substack, Pipeline to Insights, helping others grow in their careers. 🎤 **Peter Hanssens, Founder & Principal AI Enablement Engineer @ Cloud Shuttle** **Talk:** The AI Gateway: Your Organisation's Most Underrated Data Source **Summary:** Every AI request your organisation makes generates a structured event: timestamp, user ID, model, tokens, cost, latency, cache hit, tool calls. Most teams are discarding all of it. This talk is about building the data engineering layer around your AI Gateway — turning it from a routing proxy into a competitive analytics asset. I'll cover the schema you get for free, the five DE problems you have to solve (schema normalisation, pricing enrichment, prompt/response storage tiers, org attribution, volume at scale), the dimensional model that makes it queryable, and what you can answer once the pipeline runs. Three deep dives: prompt version A/B testing at production scale, cache effectiveness analytics, and agent tool call observability. **Bio:** Peter is the founder of Cloud Shuttle, a Sydney-based data and AI engineering consultancy, and the founder of DataEngBytes - ANZ's largest data engineering community conference. He works at the intersection of data engineering and production AI: LLMOps, AI gateways, evaluation pipelines, and the infrastructure that makes AI measurable. If you'd like to **present** at future meetups, please submit your talk [here](https://dataengbytes.com/forms/meetup-talk)! Remember to bring along some great questions! See you all there...

**Ethan Zeccola - What’s New in Microsoft Foundry? Agents, Models, Tools & What Actually Matters** A fast, practical tour of the latest updates in Azure AI Foundry. I’ll walk through what’s changed across models, agents, developer tooling, evaluation, and governance, then show a demo of how some of the new Foundry capabilities can be used when building AI apps on Azure. **Akanksha Malik - Foundry Toolkit Discoveries** The Foundry toolkit has been evolving rapidly, and with new extensions and features come new possibilities — and new things to discover. This session shares a guided tour through recent toolkit additions, exploring what's changed, what's new, and what's worth paying attention to. **Danidu Weerasinghe - AI-Powered AWS to Azure Migration with GitHub Copilot Agents** Learn how custom GitHub Copilot agents automate complete AWS-to-Azure migrations—from resource discovery to production-ready Bicep IaC and refactored code. See a real serverless app migrated end-to-end with AI orchestration, zero CLI commands, and enterprise security built-in.

### **The Experience** 🚀 Welcome to your new midweek ritual! **Bachata ConeXión Wednesdays** is all about connecting with purpose in a stunning, high-energy environment. Meet us at **The Third Day**—a massive, industrial-chic warehouse space in North Melbourne—for the best Bachata vibes in the city. Whether you're here for the fitness, the music, or the amazing community, your spot on the floor is waiting. *** ### **📍 Location & Time** * **Venue:** The Third Day – 290 Macaulay Rd, North Melbourne VIC 3051 * **When:** Every Wednesday Night * **The Space:** Huge dance floor, bar, and an inclusive, welcoming atmosphere. *** ### **🗓️ The Schedule** Our night is designed to take you from your very first steps to the social dance floor: * **6:30 PM – Bachata Fundamentals:** Perfect for absolute beginners. * **7:00 PM – Bachata Improvers:** Level up your basics. * **8:00 PM – Bachata Intermediate:** Master your patterns and flow. * **9:00 PM - Late – Social Dancing:** Practice what you learned and party! **(Social is INCLUDED with any class ticket)** *** ### **🎵 The Music Mix** Our DJs keep the floor burning with the perfect midweek blend: * **70% Bachata** (Sensual, Moderna, & Authentic) * **30% Salsa** (Linear & Cuban) * **+ A touch of Kizomba** to keep the flow smooth. ### **✨ First Timers: Start for FREE** New to our community? We want to welcome you! * **Your first 6:30 PM Fundamentals class is 100% FREE.** * No partner needed (we rotate throughout the class). * No experience required—we'll teach you everything from step one. *** ### **🎟️ Pricing & Tickets** **All tickets are available at the door!** No need to pre-book, just show up ready to move. * **6:30 PM Class:** $11 * **Single Class (7:00 PM or 8:00 PM):** $21 * **Double Class Pass:** $31 * **Social Only (from 9:00 PM):** $16 ($11 after 10:30 PM) *INSANE Card holders enjoy exclusive class & social deals!* *** ### **📲 Stay Connected** Follow us on Instagram to see our daily stories and get a sneak peek at the vibe before you arrive: 👉 **Instagram:** [@bachataconexion](https://www.instagram.com/bachataconexion) **Ready to dance? RSVP now and join the family!**

Never been to one of our meet-ups before? Been a member for a while or just joined? Either way this is the social for you! Once a month we hold a special meet-up to welcome in new members. Regulars are encouraged to attend and help new members have a fun night out! Our monthly “newbie” social is an opportunity to learn about our groups, events held and resources to help members. More importantly it is an opportunity to meet others going through separation & divorce in a safe and friendly environment. We can all learn from each other, but the primary aim of the socials is to enjoy ourselves! Our socials are hosted by members of the Divorce Support & Social Group and the Melbourne Divorce Support Group. We pay for own food and drinks individually. On Wednesday nights the Royal Melbourne has $20 pizza and pasta specials. Great food and great company. We hope to see you!

Immerse Australia and Metaverse Melbourne in partnership with RMIT University, invites you to the **Melbourne XR Industry Meetup** at RMIT’s **Virtual Experiences Laboratory — VXLab**. This special event marks the beginning of a new chapter for what was run as the Melbourne Metaverse community events. Immerse Australia is now running and hosting the Melbourne-based XR industry events previously run as Melbourne Metaverse Meetups. We thank Amanda Parks for the years she organised and hosted Melbourne Metaverse group meetups. As Immerse Australia, we will be creating more opportunities for people working in **virtual reality, augmented reality, extended reality, spatial computing, immersive media, education, research and emerging technology** to connect, share ideas and build capability. This event will be free to attend thanks to our event Partner, RMIT and will celebrate the convergence of the Melbourne Metaverse community with Immerse Australia’s national XR network. We warmly invite past members of the Melbourne Metaverse group, Immerse Australia members, students, researchers, developers, creators, educators, startups and industry professionals to attend. You’ll hear from leading researchers and practitioners, see demonstrations of emerging XR technologies, learn about upcoming industry activity, and connect with others shaping the future of immersive technology in Melbourne and across Australia. For a list of speakers, activities and location details go to the Immerse Australia booking page below. Places are limited for this event, so early registration is recommended. https://events.humanitix.com/melbourne-xr-industry-meetup-rmit-vxlab-x-immerse-australia

**🔔 Host Update** **David will be arriving late tonight. The event will still start on time - see you at 6pm!** **👉 🎥** [WATCH EVENT VIDEO](https://www.youtube.com/watch?v=tNak_cu9CXw) **Welcome to Lounge Asia — The premier social exclusively for Global Asians.** **⚡ WHY JOIN? (Your Benefits)** **✅ Find Your Tribe: Instantly connect with people who share your Asian heritage & values.** **✅ Real Conversations: No loud club music. Just a relaxed vibe for genuine chats.** **✅ Safe & Chill: Your "Third Place" mid-week to relax and be yourself.** **⚡ WHO IS THIS FOR?** * **This event is exclusively for people with Asian backgrounds.** * **Global Asians: Living, working, or studying abroad.** * **Cross-Cultural: Returnees, TCKs, or Mixed Heritage.** **(We curate this space to share our specific shared experiences. Thank you for respecting this.)** **📍 WHEN & WHERE** **🗓 Date: Every 3rd Wednesday of the month** **⏰ Time: From 6:00 pm** **📍 Venue: Diesel Bar & Eatery (Melbourne CBD)** **🚪 Entrance: Enter via Little Lonsdale St only. (No entry from inside Melbourne Central).** **💰 Entry: Buy 1 Drink from the bar OR Pay $3 at the door.** **🚨 HOW TO JOIN (Mandatory)** 1. **You MUST RSVP on this page.** **STRICT POLICY: No RSVP = No Entry. We check the list at the door.** 1. **Follow Instagram: @_lounge_asia** **3.** **🎁 VIP ACCESS (Founding Members)** **Join the VIP list for early access to our official app & special party invites.** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ HOUSE RULES (Zero Tolerance)** **To protect our safe environment, we strictly ban:** **🚫 Solicitation: No MLM, business recruitment, or poaching.** **🚫 Harassment: No pickup artists or creepy behavior.** **Violators are removed immediately.** **🌏 OUR VISION** **"Connecting Asia & The World"** **🇦🇺 Australia: Brisbane, Sydney, Melbourne (1,500+ Members)** **🌏 2026 Expansion: Tokyo, Ho Chi Minh, Cebu.** **⚠️ IMPORTANT** **ID Required: Passport or Driver’s License (18+).** **Student IDs: NOT accepted.** **VIC Law: ID checks are required at the licensed bar.** **👥 Your Host:** **🎤 David – Your friendly Melbourne host!** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 メルボルンでコミュニティをお探しですか？** **Lounge Asiaへようこそ — グローバル・アジア人のための最高の交流会です。** **⚡ 参加するメリット** **✅ 仲間が見つかる: アジアのルーツや価値観を共有できる人とすぐにつながれます。** **✅ リアルな会話: 騒がしいクラブではありません。リラックスして会話を楽しめます。** **✅ 安心・安全: 平日の夜、素の自分でいられる「サードプレイス」です。** **⚡ 参加対象** * **本イベントは、アジアのバックグラウンドを持つ方限定です。** * **Global Asians: 海外在住、勤務、留学中の方。** * **Cross-Cultural: 帰国子女、TCK、ミックスの方。** **(共通の経験を共有する場を作るため、ご理解をお願いいたします。)** **📍 日時・場所** **🗓 日程: 毎月 第3水曜日** **⏰ 時間: 6:00 pm から** **📍 場所: Diesel Bar & Eatery (Melbourne CBD)** **🚪 入口: Little Lonsdale St側の入り口からお入りください (Melbourne Central内からは入れません)。** **💰 参加費: バーでドリンク1杯購入 または 入場料$3** **🚨 参加方法 (必須)** 1. **このページで必ずRSVP (参加登録) をしてください。** **厳格なルール: RSVPがない場合は入場できません。入り口でリストを確認します。** 1. **Instagramをフォロー: @_lounge_asia** **3.** **🎁 VIPアクセス (創設メンバー)** **公式アプリの先行アクセスと特別パーティーへの招待を受け取るには、VIPリストに登録してください。** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ ハウスルール (ゼロ・トレランス)** **安全な環境を守るため、以下を厳禁とします。** **🚫 勧誘行為: MLM、ビジネス勧誘、引き抜きは禁止です。** **🚫 迷惑行為: ナンパ、不快な行動は禁止です。** **違反者は即座に退場となります。** **🌏 私たちのビジョン** **"Connecting Asia & The World"** **🇦🇺 オーストラリア: ブリスベン、シドニー、メルボルン (メンバー1,500名以上)** **🌏 2026年展開: 東京、ホーチミン、セブ** **⚠️ 重要** **ID必須: パスポートまたは運転免許証 (18歳以上)。** **学生証: 不可。** **👥 ホスト:** **🎤 David (メルボルン担当)** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 正在墨爾本尋找屬於你的社群嗎？** **歡迎來到 Lounge Asia — 專為全球亞裔打造的優質社交圈。** **⚡ 為什麼要參加？ (你的收穫)** **✅ 找到歸屬感: 立即連結擁有相同亞洲背景與價值觀的朋友。** **✅ 真誠對話: 這裡沒有吵雜的夜店音樂，只有輕鬆交流的氛圍。** **✅ 安全放鬆: 週間放鬆身心的「第三空間」，讓你做回真實的自己。** **⚡ 適合誰參加？** * **本活動專為擁有亞洲背景的人士舉辦。** * **Global Asians: 在海外生活、工作或求學的亞裔。** * **Cross-Cultural: 海歸派、TCK 或擁有混合文化背景者。** **(為了分享共同的經歷，我們特別規劃此專屬空間，感謝您的理解。)** **📍 時間與地點** **🗓 日期: 每月的第三個星期三** **⏰ 時間: 6:00 pm 開始** **📍 地點: Diesel Bar & Eatery (Melbourne CBD)** **🚪 入口: 請務必從 Little Lonsdale St 入口進入 (無法從 Melbourne Central 內部進入)。** **💰 費用: 購買一杯飲料 或 支付 $3 入場費** **🚨 如何參加 (必須遵守)** 1. **你必須在此頁面報名 (RSVP)。** **嚴格執行: 無報名 = 無法入場。我們將在門口核對名單。** 1. **追蹤 Instagram: @_lounge_asia** **🎁 VIP 會員 (創始成員)** **加入 VIP 名單，搶先體驗我們的官方 App 及獲得特別派對邀請。** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ 規範 (零容忍政策)** **為了維護安全的環境，我們嚴禁：** **🚫 推銷招攬: 禁止直銷 (MLM)、商業招攬或挖角。** **🚫 騷擾行為: 禁止搭訕騷擾或任何令人不適的行為。** **違規者將被立即請離。** **🌏 我們的願景** **"Connecting Asia & The World"** **🇦🇺 澳洲: 布里斯本、雪梨、墨爾本 (成員超過1,500人)** **🌏 2026年擴展: 東京、胡志明市、宿霧。** **⚠️ 重要事項** **必須出示 ID: 護照或駕照 (須滿18歲)。** **學生證: 不接受。** **👥 主辦人:** **🎤 David (墨爾本負責人)** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 멜버른에서 커뮤니티를 찾고 있나요?** **Lounge Asia에 오신 것을 환영합니다 — 글로벌 아시안을 위한 프리미엄 소셜 모임입니다.** **⚡ 참여해야 하는 이유 (혜택)** **✅ 공감대 형성: 아시아의 문화적 배경과 가치관을 공유하는 사람들과 즉시 연결됩니다.** **✅ 진솔한 대화: 시끄러운 클럽 음악이 아닙니다. 편안한 분위기에서 진짜 대화를 나누세요.** **✅ 안전과 휴식: 주중의 피로를 풀고 온전한 나로 돌아갈 수 있는 '제3의 공간'입니다.** **⚡ 참여 대상** * **본 이벤트는 아시아 배경을 가진 분들만을 대상으로 합니다.** * **Global Asians: 해외 거주, 근무, 유학 중인 아시아인.** * **Cross-Cultural: 귀국 유학생, TCK, 또는 다문화 배경을 가진 분.** **(공통의 경험을 나누기 위한 자리이므로, 이 점 양해 부탁드립니다.)** **📍 일시 및 장소** **🗓 날짜: 매월 셋째 주 수요일** **⏰ 시간: 6:00 pm 부터** **📍 장소: Diesel Bar & Eatery (Melbourne CBD)** **🚪 입구: 반드시 Little Lonsdale St 쪽 입구로 입장해주세요 (Melbourne Central 내부 연결 불가).** **💰 비용: 바에서 음료 1잔 구매 또는 입장료 $3** **🚨 참여 방법 (필수)** 1. **이 페이지에서 반드시 RSVP(참가 신청)를 해야 합니다.** **엄격한 규칙: RSVP 없음 = 입장 불가. 입구에서 명단을 확인합니다.** 1. **Instagram 팔로우: @_lounge_asia** **🎁 VIP 멤버 (창립 멤버)** **VIP 리스트에 등록하고 공식 앱 조기 사용 권한과 특별 파티 초대장을 받으세요.** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ 운영 규칙 (무관용 원칙)** **안전한 환경을 위해 다음을 엄격히 금지합니다:** **🚫 영업 금지: 다단계(MLM), 비즈니스 권유, 스카우트 행위 금지.** **🚫 괴롭힘 금지: 헌팅 목적이나 불쾌한 행동 금지.** **위반 시 즉시 퇴장 조치됩니다.** **🌏 우리의 비전** **"Connecting Asia & The World"** **🇦🇺 호주: 브리즈번, 시드니, 멜버른 (멤버 1,500명 돌파)** **🌏 2026년 확장: 도쿄, 호치민, 세부.** **⚠️ 중요 사항** **신분증 필수: 여권 또는 운전면허증 (18세 이상).** **학생증: 불가.** **👥 호스트:** **🎤 David** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 正在墨尔本寻找属于你的社群吗？** **欢迎来到 Lounge Asia — 专为全球亚裔打造的优质社交圈。** **⚡ 为什么要参加？ (你的收获)** **✅ 找到归属感: 立即连接拥有相同亚洲背景与价值观的朋友。** **✅ 真诚对话: 这里没有嘈杂的夜店音乐，只有轻松交流的氛围。** **✅ 安全放松: 周间放松身心的“第三空间”，让你做回真实的自己。** **⚡ 适合谁参加？** **本活动专为拥有亚洲背景的人士举办。** **Global Asians: 在海外生活、工作或求学的亚裔。** **Cross-Cultural: 海归派、TCK 或拥有混合文化背景者。** **(为了分享共同的经历，我们特别规划此专属空间，感谢您的理解。)** **📍 时间与地点** **🗓 日期: 每月的第三个星期三** **⏰ 时间: 6:00 pm 开始** **📍 地点: Diesel Bar & Eatery (Melbourne CBD)** **🚪 入口: 请务必从 Little Lonsdale St 入口进入 (无法从 Melbourne Central 内部进入)。** **💰 费用: 购买一杯饮料 或 支付 $3 入场费** **🚨 如何参加 (必须遵守)** 1. **你必须在此页面报名 (RSVP)。** **严格执行: 无报名 = 无法入场。我们将在门口核对名单。** 1. **关注 Instagram: @_lounge_asia** **🎁 VIP 会员 (创始成员)** **加入 VIP 名单，抢先体验我们的官方 App 及获得特别派对邀请。** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ 规范 (零容忍政策)** **为了维护安全的环境，我们严禁：** **🚫 推销招揽: 禁止传销 (MLM)、商业招揽或挖角。** **🚫 骚扰行为: 禁止搭讪骚扰或任何令人不适的行为。** **违规者将被立即请离。** **🌏 我们的愿景** **"Connecting Asia & The World"** **🇦🇺 澳洲: 布里斯班、悉尼、墨尔本 (成员超过1,500人)** **🌏 2026年扩展: 东京、胡志明市、宿务。** **⚠️ 重要事项** **必须出示 ID: 护照或驾照 (须满18岁)。** **学生证: 不接受。** **👥 主办人:** **🎤 David** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 Bạn đang tìm kiếm cộng đồng tại Melbourne?** **Chào mừng đến với Lounge Asia — Cộng đồng hàng đầu dành riêng cho Global Asians.** **⚡ TẠI SAO NÊN THAM GIA? (Lợi ích của bạn)** **✅ Tìm thấy sự thuộc về: Kết nối ngay lập tức với những người chia sẻ di sản và giá trị Á Đông.** **✅ Trò chuyện chân thực: Không ồn ào như vũ trường. Một không gian thư giãn để trò chuyện thật sự.** **✅ An toàn & Thoải mái: "Không gian thứ ba" giữa tuần để thư giãn và là chính mình.** **⚡ DÀNH CHO AI?** **Sự kiện này chỉ dành riêng cho những người có nguồn gốc Châu Á.** **Global Asians: Đang sống, làm việc hoặc học tập ở nước ngoài.** **Đa văn hóa: Du học sinh về nước, TCK, hoặc người có dòng máu lai.** **(Chúng tôi tạo ra không gian này để chia sẻ những trải nghiệm chung cụ thể. Cảm ơn bạn đã tôn trọng điều này.)** **📍 THỜI GIAN & ĐỊA ĐIỂM** **🗓 Ngày: Thứ Tư tuần thứ 3 hàng tháng** **⏰ Thời gian: Từ 6:00 pm** **📍 Địa điểm: Diesel Bar & Eatery (Melbourne CBD)** **🚪 Lối vào: Vui lòng chỉ vào từ đường Little Lonsdale St (Không có lối vào từ bên trong Melbourne Central).** **💰 Vào cửa: Mua 1 đồ uống tại quầy HOẶC Trả $3 tại cửa.** **🚨 CÁCH THAM GIA (Bắt buộc)** 1. **Bạn PHẢI đăng ký (RSVP) trên trang này.** **CHÍNH SÁCH NGHIÊM NGẶT: Không RSVP = Không vào cửa. Chúng tôi kiểm tra danh sách tại cửa.** 1. **Theo dõi Instagram: @_lounge_asia** **🎁 THÀNH VIÊN VIP (Sáng lập)** **Tham gia danh sách VIP để truy cập sớm ứng dụng chính thức & nhận vé mời tiệc đặc biệt.** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ NỘI QUY (Không khoan nhượng)** **Để bảo vệ môi trường an toàn, chúng tôi nghiêm cấm:** **🚫 Chèo kéo: Cấm đa cấp (MLM), tuyển dụng kinh doanh, hoặc lôi kéo.** **🚫 Quấy rối: Cấm tán tỉnh làm phiền hoặc hành vi khiếm nhã.** **Người vi phạm sẽ bị mời ra ngay lập tức.** **🌏 TẦM NHÌN CỦA CHÚNG TÔI** **"Connecting Asia & The World"** **🇦🇺 Úc: Brisbane, Sydney, Melbourne (Hơn 1,500 thành viên)** **🌏 Mở rộng 2026: Tokyo, TP.HCM, Cebu.** **⚠️ QUAN TRỌNG** **Yêu cầu giấy tờ: Hộ chiếu hoặc Bằng lái xe (18+).** **Thẻ sinh viên: KHÔNG được chấp nhận.** **👥 Chủ nhà của bạn:** **🎤 David** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 Naghahanap ka ba ng iyong komunidad sa Melbourne?** **Welcome sa Lounge Asia — Ang premier social na eksklusibo para sa Global Asians.** **⚡ BAKIT DAPAT SUMALI? (Ang iyong Benepisyo)** **✅ Find Your Tribe: Agad na kumonekta sa mga taong kapareho mo ng Asian heritage at values.** **✅ Real Conversations: Hindi maingay na club. Relaxed na vibe para sa totoong kwentuhan.** **✅ Safe & Chill: Ang iyong "Third Place" sa kalagitnaan ng linggo para mag-relax.** **⚡ PARA KANINO ITO?** **Ang event na ito ay eksklusibo para sa mga taong may Asian background.** **Global Asians: Nakatira, nagtatrabaho, o nag-aaral sa ibang bansa.** **Cross-Cultural: Returnees, TCKs, o Mixed Heritage.** **(Ginawa namin ang space na ito para maibahagi ang aming shared experiences. Salamat sa pagrespeto nito.)** **📍 KAILAN AT SAAN** **🗓 Petsa: Tuwing ika-3 Miyerkules ng buwan** **⏰ Oras: Mula 6:00 pm** **📍 Venue: Diesel Bar & Eatery (Melbourne CBD)** **🚪 Entrance: Pumasok sa Little Lonsdale St lamang (Walang entry mula sa loob ng Melbourne Central).** **💰 Entry: Bumili ng 1 Drink sa bar O Magbayad ng $3 sa pinto.** **🚨 PAANO SUMALI (Mandatory)** 1. **KAILANGAN mong mag-RSVP sa page na ito.** **MAHIGPIT NA PATAKARAN: Walang RSVP = Hindi Makakapasok. Tinitingnan namin ang listahan sa pinto.** 1. **I-follow ang Instagram: @_lounge_asia** **🎁 VIP ACCESS (Founding Members)** **Sumali sa VIP list para sa early access sa aming official app & special party invites.** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ HOUSE RULES (Zero Tolerance)** **Para maprotektahan ang aming safe environment, mahigpit naming ipinagbabawal:** **🚫 Solicitation: Bawal ang MLM, business recruitment, o poaching.** **🚫 Harassment: Bawal ang pambabastos o creepy behavior.** **Ang mga lalabag ay tatanggalin agad.** **🌏 ANG AMING BISYON** **"Connecting Asia & The World"** **🇦🇺 Australia: Brisbane, Sydney, Melbourne (1,500+ Members)** **🌏 2026 Expansion: Tokyo, Ho Chi Minh, Cebu.** **⚠️ MAHALAGA** **ID Required: Passport o Driver’s License (18+).** **Student IDs: HINDI tinatanggap.** **👥 Ang iyong Host:** **🎤 David** **Global Asian Social: Lounge Asia Meetup @ Melbourne** **🥂 Mencari komuniti anda di Melbourne?** **Selamat Datang ke Lounge Asia — Sosial premier eksklusif untuk Global Asians.** **⚡ KENAPA SERTAI? (Manfaat Anda)** **✅ Cari Geng Anda: Berhubung segera dengan orang yang berkongsi warisan & nilai Asia anda.** **✅ Perbualan Sebenar: Bukan muzik kelab yang bising. Suasana santai untuk borak sebenar.** **✅ Selamat & Santai: "Tempat Ketiga" anda pada pertengahan minggu untuk berehat.** **⚡ UNTUK SIAPA?** **Acara ini adalah eksklusif untuk mereka yang berlatarbelakangkan Asia.** **Global Asians: Tinggal, bekerja, atau belajar di luar negara.** **Silang Budaya: Mereka yang kembali, TCK, atau Warisan Campuran.** **(Kami menyediakan ruang ini untuk berkongsi pengalaman bersama. Terima kasih kerana menghormatinya.)** **📍 BILA & DI MANA** **🗓 Tarikh: Setiap Rabu ke-3 setiap bulan** **⏰ Masa: Dari 6:00 pm** **📍 Lokasi: Diesel Bar & Eatery (Melbourne CBD)** **🚪 Pintu Masuk: Sila masuk melalui Little Lonsdale St sahaja (Tiada laluan masuk dari dalam Melbourne Central).** **💰 Masuk: Beli 1 Minuman dari bar ATAU Bayar $3 di pintu.** **🚨 CARA MENYERTAI (Wajib)** 1. **Anda MESTI RSVP di halaman ini.** **POLISI KETAT: Tiada RSVP = Tiada Masuk. Kami semak senarai di pintu.** 1. **Ikuti Instagram: @_lounge_asia** **🎁 AKSES VIP (Ahli Pengasas)** **Sertai senarai VIP untuk akses awal ke aplikasi rasmi kami & jemputan parti khas.** **👉**[GET VIP ACCESS](https://forms.gle/t6GXAjTNFECetVuZ8) **⚠️ PERATURAN RUMAH (Toleransi Sifar)** **Untuk melindungi persekitaran selamat kami, kami melarang keras:** **🚫 Solicitation: Tiada MLM, perekrutan perniagaan, atau curi tenaga kerja.** **🚫 Gangguan: Tiada gangguan seksual atau kelakuan yang tidak menyenangkan.** **Pelanggar akan dikeluarkan serta-merta.** **🌏 VISI KAMI** **"Connecting Asia & The World"** **🇦🇺 Australia: Brisbane, Sydney, Melbourne (1,500+ Ahli)** **🌏 Pengembangan 2026: Tokyo, Ho Chi Minh, Cebu.** **⚠️ PENTING** **ID Diperlukan: Pasport atau Lesen Memandu (18+).** **ID Pelajar: TIDAK diterima.** **👥 Hos Anda:** **🎤 David**

Our meetings for May are: Saturday, 9 May 10.30am-12.00pm Online Discussion Seneca's Letters 121-125 Join Zoom Meeting https://us02web.zoom.us/j/89412632670?pwd=xIhvXscyO1fKHU8G2YmF3DXQulpGIM.1 Meeting ID: 894 1263 2670 Passcode: 743980 "Stoa in the Pub" We get together once a month for an informal chat about random Stoic topics and their application to our lives Every One is welcome! Location: Vapiano, 334 Flinders Lane, Melbourne VIC 3000

**Details** Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts **Agenda:** 5:30PM - 6:00PM Welcome and Networking 6:00PM - 7:00PM Speaker Session **Topic:** Stream, Transform, Act: Real-Time Intelligence in Microsoft Fabric **THE SPEAKER -** Heidi Hasting - Heidi Hasting is a Business Intelligence professional and former software developer with over seven years experience in Microsoft products. She is an ALM/DLM enthusiast and Azure DevOps fan and co-founder and organiser of the Adelaide Power BI User Group. Heidi is a regular attendee at tech events including Azure Bootcamps, DevOps days, SQLSaturdays, Difinity and PASS Summit. **THE SESSION** An event occurs — a file lands, a sensor fires, a transaction completes — and you want something to happen. Whether it's streaming data, intermittent batch events, or a trigger the moment a file becomes available, that's all Real-Time Intelligence. We'll dig into Microsoft Fabric's RTI stack, covering Eventstreams, transformations, and a medallion architecture built on Kusto tables in Eventhouses. We'll visualise it all with Real-Time Dashboards, then kick it up a notch with Activator triggers and a look at what's possible with Fabric Operations Agents and Fabric IQ. **Sponsors:** **Vivanti** A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees. **GET AI** A big thanks to GET AI for sponsoring the food. GET AI is a Microsoft speciliased consulting company focussed on building AI solutions in the Microsoft Ecosystem https://www.getai.com.au

EVERY FRIDAY! FREE dance classes & social dancing and Reggaeton every week with Obsesión Latina - Salsa & Bachata & OYE Latino at The Albion Rooftop - South Melbourne! Main room: 6:45pm Doors open. Come in for a drink! 7:00pm 2 levels of Salsa classes 8:00pm 2 levels of Bachata classes 9:00pm Non-stop Bachata & Salsa 11:00pm Reggaeton all night! Rooftop: 11:00pm After the Bachata & Salsa in the main room, we can head upstairs to the rooftop for some more Bachata & Salsa until late. FREE entry all night every Friday! Book your class spots to helps us manage the class ratios and also because we may need to start capping numbers as we sometimes have over 140 students! First-timers welcome! No need to bring a partner, but the more the merrier! Dress as you would usually going to a bar or club. Guys smart casual, no trackies! https://www.eventbrite.com.au/e/free-salsa-bachata-classes-social-every-friday-in-south-melbourne-tickets-1978557074471?aff=oddtdtcreator

## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** [Register Here](https://www.eventbrite.com.au/e/apr-26-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1985661113844?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl) 📅 **Date: Sunday** 26th of April 🕘 **Time:** 10:00 AM – 11:30 AM (please arrive by 9:45 AM) 📍 **Meeting Point:** Royal Botanic Gardens Visitor Centre 🏃 **Route:** TAN Track loop through the Royal Botanic Gardens 📏 **Distance:** Approx. 3–4 km (relaxed social pace) Or Walk 🎽 **Dress Code:** Comfortable activewear or casual running clothes ## **About the Event** Looking to meet new people, get active, and enjoy great company — without the pressure of a dating event? The **Kismetrix Singles Social Run or Walk + Coffee** is a relaxed, feel-good experience for singles who enjoy movement, nature, and meaningful conversation in a warm, welcoming environment. We’ll run at an easy, conversational pace around the iconic **TAN Track**, giving you plenty of chances to chat, laugh, and connect with different people along the way. There’s no racing, no awkward icebreakers — just a friendly group of singles sharing a beautiful morning together. After the run, we’ll walk back as a group and enjoy **optional coffee and mingling at the Visitor Centre café**, where conversations can continue naturally and comfortably. Many guests tell us these events feel more like meeting new friends — with a spark of something extra. ## **Who It’s For** ✨ Singles who want to meet people offline ✨ Adults 18+ across a wide range of ages (20s to 60s+) ✨ People who enjoy light running, jogging, or active social experiences ✨ Anyone looking for community, confidence, and connection **Singles only. Adults only. No children or dogs.** This helps keep the space relaxed, focused, and socially comfortable for everyone. ## **What to Bring** * Water bottle * Comfortable running or walking shoes * Sunscreen / hat * Light jacket (weather can change) * Positive energy and an open heart 💛 ## 🎟️ This is a **free community event**, with **optional donations** to support the Kismetrix community. While many of our curated singles events are ticketed, this run is part of our **open community series**, created to make connection, movement, and belonging accessible to everyone. Your support helps Kismetrix continue building safe, welcoming spaces where real human connection can grow — romantically or platonically. ### **Hosted by:** **Kismetrix \| True Connection** Because real love starts with real connection. ### **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **[social@kismetrix.com.au]()** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 **Follow us on Instagram:** [https://www.instagram.com/kismetrix_/](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") **, Facebook & Eventbrite** 🤝 **Collaborations: [collabs@kismetrix.com.au]()** ### **📄 Important Notice** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. Some events may be non\-refundable as stated in their individual descriptions\.

**"TechWalking" - Networking + Walking** Are you a tech professional looking to network beyond the screen? Look no further than my upcoming #TechWalking event! ‍ Join us for a refreshing walk around the scenic Albert Park Lake. It’s the perfect chance to connect with industry peers while getting in some steps! I know many of you have been tuning in to my online events, but we've never had the opportunity to meet in person. Let's change that! Check out the video from the last event: https://www.youtube.com/shorts/MovUsNFg-qk We'll kick things off at **10 am sharp** at the Albert Park Fitness Station. Please, don't be late! We're hitting the trail around the lake as soon as we gather. And trust me, you won't want to miss it – unless you're up for a bit of a sprint to catch up! (we're going anti-clockwise) This event is pet and kid-friendly, as long as your little ones and furry friends can manage a 5 km walk, they're more than welcome to join. Looking forward to meeting you all in real life! Join the TechWalking group on LinkedIn! [https://www.linkedin.com/groups/14477058/](https://www.linkedin.com/groups/14477058/) \*\*\* Follow me on LinkedIn for more information: [https://www.linkedin.com/in/yana-martens/](https://www.linkedin.com/in/yana-martens/) Just moved to Australia? Grab your FREE guide to land your tech job! [https://yanamartens.com/first-tech-job-in-australia/](https://yanamartens.com/first-tech-job-in-australia/) Subscribe to YouTube Channel: [https://www.youtube.com/@ITCareerinAustralia](https://www.youtube.com/@ITCareerinAustralia)

IMPORTANT: PLEASE RSVP ON BEVY FROM THIS LINK Join GDG Melbourne this month to Build with AI (#BuildwithAI)? 💻 What do you need to bring? * Make sure to bring your laptop (better if fully charged) for hands-on training. Also, check the workshop descriptions and prerequisites to stay ahead of the game! Join us for an evening of not 1 but 2 hands-on workshops, delicious food, awesome networking, and some surprise swag you won’t want to miss. 🎉 Whether you're a seasoned developer, a cloud enthusiast, or just dipping your toes into the world of AI and tech, this is the place to be. 📍 Where? Mantel Group Office, Level 2/452 Flinders St, Melbourne Doors open at 5:45 PM—message us on Meetup or Slack if you're arriving after 6:00 PM, as the lifts won’t let you up. 🎤 Agenda: 6:10 - 6:20 Welcome &Intro6:20 - 6:30 Cloud Credits setup6:30 - 6:55 Building a Multi-Agent System: Patrick Haralabidis6:55 - 7:05 Break7:05- 8:00 Hands-on Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) : Anupam Phogat8:00 - 8:15 Closing and Door prizes From 8:15 Continue networking, chat & drinks at Insignia on Flinders, 502 Flinders St. 🍻Workshop: Building a Multi-Agent System - Patrick Haralabidis In this Workshop, you will go beyond simple chatbots and build a distributed multi-agent system. While a single LLM can answer questions, real-world complexity often requires specialised roles. You don't ask your backend engineer to design the UI, and you don't ask your designer to optimise database queries. Similarly, we can create specialised AI agents that focus on one task and coordinate with each other to solve complex problems. Handson Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) - Anupam Phogat Data arrives from disparate sources with inconsistent schemas in our warehouse. To solve this, we present a serverless Cloud Run agent that uses the Gemini API to automate schema mapping. Triggered by new data, the agent compares raw schemas to a BigQuery target and dynamically generates the required SQL or Dataform transformations. This talk highlights how AI automates the most manual parts of data engineering: schema maintenance and logic generation. 🎁 What’s in it for you? ⚡Workshop on AI from industry experts 🍕 Cloud-shaped snacks (okay, maybe not literally, but the food will be delicious!) 🤝 Networking that’s as smooth as a well-architected cloud solution 🎁 Surprise swag 💡 NOTES: This is an in-person-only event, but if you have any accessibility requirements, reach out to us via Meetup or Slack, and we’ll do our best to accommodate you. Doors open at 5:45 PM at our host, the Mantel Group, Level 2/452 Flinders S,t Melbourne. Message via Meetup or Slack if you are arriving after 6:00, as the lifts won't let you up. Don’t miss this epic night of learning, networking, and fun! RSVP now and we’ll see you there! 👋 #gdgMelbourne #BuildwithAI #fluttermelbourne Agenda *** Speakers Patrick Haralabidis Patrick is a Google Developer Expert (GDE) in AI and Machine Learning, a Cloud Champion Innovator, and the Melbourne TensorFlow User Group organiser. He currently leads the ML and Software Engineering Chapter at Flybuys, where he leverages his extensive experience spanning backend, mobile, cloud, and AI technologies. Patrick excels at developing solutions in emerging tech fields, focusin… Anupam Phoghat - Core-X (Founder) I am a seasoned IT professional with years of experience in the field. I have extensive experience with Google Cloud Platform (GCP), and currently hold many professional level Google Cloud and other industry certifications. I am also certified in Kubernetes, and have a deep understanding of the core concepts of Kubernetes. I am passionate about sharing my knowledge with others by activel… Hosted By Katie Barnett, GDE Android / GDG Organiser Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects. Suesi Tran, Senior Flutter Developer Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser. In short: Flutter is love, and mobile is life. Poornima Sivakumar, GDG Organiser Lovee Jain, GDG Organiser Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market. Zach Jensz, GDG Organiser Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi! Ujjawal Raj, GDG Organiser Bramley Turner-Jones, GDG Organiser Yuba Raj (UV) Panta, GDG Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-build-with-ai-event-may/.

🎉 **KISMETRIX \| TRUE CONNECTION** [Ticketed Event](https://www.eventbrite.com.au/e/may-23-kismetrix-social-a-hosted-singles-evening-at-secret-garden-tickets-1988384078304?aff=oddtdtcreator) **Kismetrix Social — Drinks, Conversation & Connection Under the Sunflowers** Hosted by KISMETRIX \| True Connection 📍 Secret Garden Bar: 7/60 Fitzroy St, St Kilda VIC 3182 📅 Saturday 23 May 2026 🕖 7:00 PM – 10:00 PM *(venue open late)* ## A SATURDAY NIGHT TO ACTUALLY CONNECT There's a place in St Kilda where sunflowers hang from the ceiling, the garden feels like a secret you've stumbled into, and the night just slows down a little. That's where we're hosting Kismetrix Social — our most relaxed evening, designed for singles who want real conversation, good company, and a Saturday night that actually feels like one. Think less "dating event"… more a Saturday night you'd actually choose to go out for. ## 💫 ABOUT THE EVENT Tired of dating apps that go nowhere? Over environments that feel forced or awkward? So were we. KISMETRIX \| True Connection was created for people who want something more human — real conversation\, real presence\, genuine connection\. You'll walk into a room full of people who: 🌻 Are open to meeting others 🌻 Enjoy good conversation and social energy 🌻 Prefer real-life interaction over apps 🌻 Are simply here for a good, intentional night out Come for a drink. Stay for the vibe. See where the night goes. ## 🌻 THE VIBE Picture it: warm lighting, hanging sunflowers above your head, the garden buzzing softly around you, and the kind of crowd where it's actually easy to start a conversation. Expect: 🌻 A welcome drink in your hand within a minute of arriving 🌻 A warm, hosted welcome so nobody walks in feeling lost 🌻 Hosted introductions early in the evening to help conversations get started 🌻 Free-flowing mingling with light support from our hosts throughout the night 🌻 Conversation prompts on each table, if the room needs them 🌻 A relaxed, social crowd of intentional singles No rotations. No forced formats. No hookup-bar energy. Just a thoughtfully designed night under the sunflowers, with people who actually want to meet someone. ## 👥 AGE GUIDE: 28–45 Kismetrix Social is open to all singles who care about meaningful connection. We provide an age guide so you know what to expect — most of our guests will fall within this range. The focus of our events is intentional people, not strict age groups. If you're slightly outside this range and the format feels right for you, you're welcome to book. ## 🎯 WHO THIS NIGHT IS FOR This event is for singles who: 🌻 Prefer a relaxed, social way to meet people 🌻 Enjoy conversation without forced formats 🌻 Want something more grounded than the apps 🌻 Appreciate good venues, good drinks, good company 🌻 Are open, friendly, and easy-going Come solo or with a friend — most people come solo. You'll be in good company. ## 🍽️ FOOD & DRINKS Your ticket includes a welcome drink on arrival. Secret Garden has a great food and drinks menu throughout the night, available directly from the venue. Perfect if you'd like to make a full evening of it — and many of our guests do. ## 🎟 TICKETS 🌻 Early-Bird — $39 🌻 Bring-a-Friend Early-Bird — $35 each (paired bookings only) 🌻 General — $45 🌻 Last Minute— $55 Welcome drink included at every tier. Tickets are limited to maintain a comfortable, social atmosphere — early booking is recommended. ## 💡 WHY PEOPLE LOVE KISMETRIX EVENTS 🌻 No swiping. No apps. Just real people 🌻 No awkward formats or forced interactions 🌻 Thoughtful structure without rigidity 🌻 A genuinely enjoyable night — even if you come solo 🌻 Hosted by people who actually care about how the night feels Many guests come "just for a drink"… and end up staying all night. ## ✨ WHERE KISMETRIX SOCIAL FITS Kismetrix Social is our most accessible event — a relaxed, hosted evening for singles who want real connection without the structure of our Elevated Evenings or the formality of our Dinners. It's the easiest way to experience how we do things, and many guests go on to join our other events from here. ## 🔔 IMPORTANT NOTES 🌻 This is a hosted social experience — not speed dating 🌻 A welcome drink is included; additional drinks and food are available at the venue 🌻 Participation in introductions is always optional 🌻 Respect, boundaries, and good energy are essential 🌻 Tickets are non-refundable but transferable ## 🔗 STAY CONNECTED WITH KISMETRIX \| TRUE CONNECTION 📧 [social@kismetrix.com.au](https://www.eventbrite.com.au/e/may-23-kismetrix-social-a-hosted-singles-evening-at-secret-garden-tickets-1988384078304?aff=oddtdtcreator) 🌐 [www.kismetrix.com.au](http://www.kismetrix.com.au/ "http://www.kismetrix.com.au") 📱 Follow us on Instagram, Facebook & Eventbrite 📄 Important Notice: By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. 🤝 Collaborations: [collabs@kismetrix.com.au](https://www.eventbrite.com.au/e/may-23-kismetrix-social-a-hosted-singles-evening-at-secret-garden-tickets-1988384078304?aff=oddtdtcreator)

Please join us this Sunday to discuss memory and dreams. We will meet at the Captain Melville at 2pm for a 2:15pm start sharp. **Please note the new $5 mandatory donation entry fee** (cash or transfer on day) to help with MeetUp subscription costs, venue costs, etc. There is no pre-requisite preparation necessary, nor a philosophical background, all that is required is a curious mind. These discussions are both a Socrates Cafe style discussion and lively metaphysical dojo, in the spirit of learning and friendly debate, so please feel free to challenge assumptions and be prepared to have your own assumptions challenged. This event is also posted to the Philosophy Circle group. Topic questions below, however please note these are open sessions not strict to the below: * Is memory a record, a reconstruction or a story? * When should we trust our memory? Is vividness reliable? * Are you the same person as your teenage self? * Can you genuinely remember something that never happened? * Does memory make us the same person over time? * Is nostalgia a form of truth or distortion? * Can forgetting be a virtue? * What should societies remember, and what should they let go? * Would you choose to have perfect memory if it were offered to you? * When we wake from a dream, are we remembering an experience or partly constructing a story after the fact? * Are emotions in dreams real emotions or only simulations of emotions? Hope to see you there!

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**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

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) 15 for One Class 20 for Both Free Parking & Plenty of Dance Space. Viva Dance Columbus 2809 Festival Lane Dublin OH 43017

We'll get in around 4 miles at Three Creeks Metro Parks, primarily natural trails. 17-18 minute miles, no one left behind, and faster walkers are free to lead out. Optional lunch after! If you're joining for hiking all the metro parks, this is the sixth one!

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.