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The MLAI Meetup is a community for AI researchers and professionals which hosts monthly talks on exciting research. Our format is: * 6:00 - 6:20: Socializing * 6:20 - 6:40: Announcements and AI news * 6:40 - 7:40: Talk(s) and Q&A * 7:40 - 8:00 Networking * 8:00: Head to the nearest pub for dinner **Abed Karim: "My take on using AI to train AI"** **Description:** I’ll show how tools like ChatGPT, Claude Code, Solvit, and similar assistants can help with the actual work: reading a paper, understanding the method, finding or making a dataset, fine-tuning a model for a specific domain, and running and tracking experiments. The idea is simple. We do not need to know every framework or every training detail before we can start testing ideas. These tools make it easier to move faster, try things, and work through research and experimentation with less overhead. As an example, I’ll walk through how I would approach a recent paper, *Experiential Reinforcement Learning*, and use AI tools to break it down, implement the pipeline, run experiments, and look at possible limitations or next steps. **Speaker Bio:** Abed works on dataset design, agentic AI systems, and reinforcement learning for language models. His current work focuses on making LLMs more creative in advertising and media, and he has also contributed to research on cultural effects in LLM mathematical reasoning and creative generation, including the creation of a cultural version of GSM8K. **Javier Candeira: "A No Name Game called Nonaga"** **Talk description:** Nonaga is a 2008 board game by Viktor Bautista i Roca. It's a two-player full-information turn-taking game with a twist: at every turn, each player gets to move a piece *and* also to reconfigure the game board! Javier will introduce the rules and bring sets for people to try them out, as a preview of his future talk introducing a Nonaga-playing Alpha-Zero style engine. Nonaga Instructions: [https://hiperactivo.com/nonaga](https://hiperactivo.com/nonaga) **Speaker Bio:** Javier Candeira is a software engineer, entrepreneur, public speaker, conference organiser, and a lifelong student of way too many topics, including machine learning.

**Event Confirmation Form!** ➡️ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/c3M42MHZD8EvYoaf9](https://forms.gle/c3M42MHZD8EvYoaf9) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ## **What's On? 👀** **Panel:** AppSec in the age of AI **Speakers:** * Tim Thacker - Co-Founder & CTO @ Nullify * Paul Theriault - Senior Security Architect @ Atlassian * TBC **Abstract:** From automated security coding reviewers to promises of fully automated AppSec engineers, AppSec arguably is one of the happening spaces of cybersecurity when it comes to AI. But what's hype and what's the reality? In this panel we not only explore that question but we also share first hand experiences of organisations evolving their AppSec programs in the age of AI, from the wins and the failures, to the workflows that actually stuck. Our panelists bring perspectives from across the trenches: security engineers embedding AI into code review pipelines, product security teams rethinking what "shift left" means when developers have AI copilots, and leaders navigating the uncomfortable truth that AI can both accelerate your defences and your attackers. Whether you're just beginning to explore AI-powered security tooling or are already knee-deep in the implementation, this panel will cut through the noise and give you a grounded, practitioner-first view of where AI in AppSec stands today and where it's actually headed. ## **!!! New Location** 📍 EY Melbourne 8 Exhibition St Melbourne VIC 3000 ## **Agenda ⏰** * 5:30 - Food is served * 6:15 - Session start * 7:30 - Post-event networking \-\-\- Note: Please complete the event confirmation form: [https://forms.gle/c3M42MHZD8EvYoaf9](https://forms.gle/c3M42MHZD8EvYoaf9)

**🙋‍♀️**Welcome to our Tuesday Social + language ​exchange meetup. Meet people from many countries and make new friends. 👉We always have between 100 - 150 people attending our Tuesday event since this event is listed in 3 different meetup groups. Some people come early some come late, best time is between 6pm to 9pm. 👉This is a great opportunity to learn to speak English with native and non-native speakers. Many English speakers, Europeans, Chinese, Japanese, Koreans, and other Asians attend our fun and friendly party. 👉It is suitable for international students, working holiday people, professional ex-pats, and local Australians.

Tuesday nights just got better! Join us at **600 Little Collins St, Melbourne** for a **free beginners Bachata class** — the smooth, stylish Latin dance that’s taking over Melbourne. No partner, no pressure — just good vibes, great music, and easy-to-follow moves that anyone can learn. 🎶 **Here’s what to expect:** * Step-by-step Bachata basics (no experience needed) * A super chill, welcoming crowd * Music that makes you *feel* like you’re on holiday 📍 **Location:** The Salsa Foundation, 600 Little Collins St, Melbourne 🕕 **Time:** Tuesday 6 PM — arrive a few minutes early to check in 🎟️ **Cost:** Free (bookings required — limited spots!)

tickets and info: [https://bachatacorazon.com.au/tuesday-night](https://bachatacorazon.com.au/tuesday-night) ### Shake off the workday with a night of pure Bachata bliss! Every Tuesday, 6:15pm - 9pm, we run classes for all levels of dancers, from absolute beginners to advanced. From 9pm, join us for an unforgettable evening at one of Melbourne's most popular socials—our DJs drop all the hottest hits and dancers, from all schools and interstate come together to share their love for Bachata dance - with a sprinkle of Salsa and Kizomba. Don't miss out on this sure-fire recipe to get your week started right! •••••••••••••••••••••••••••••••••••••••••••••• **BACHATA CLASSES TIMELINE:** **6:15 - 6:45pm: FREE class for absolute beginners** to learn the fundamental and the basic of bachata. (Upstairs) **7:00 - 8:00PM Beginners:** Your Latin dance journey starts here! We'll teach you the essential holds, basics steps and turns that will prepare you for the higher classes and kick start your Bachata journey. First-timers welcome! **7:00 - 8:00PM Sensual Bachata (Intermediate level)**: This class builds on your existing understanding of turns, wraps, connection and **(most importantly) frame**; to introduce Bachata sensual whole-body movements. Mastering the techniques in this class will get you ready for any social dance floor anywhere in the world. We recommend at least 8-12 months of regular dancing before attempting this class. Check with an instructor for tips on how to improve your frame so that you will get the most out of this class. **8:00 - 9:00PM Intermediate Social Moves:** This class is perfect for dancers of all levels who have at least 8-12 weeks of experience dancing Bachata. In this class, we focus on teaching you fun social moves that you can use immediately on the dance floor. The moves and combinations taught in this class are perfect for Australia’s social dance scene and will keep you dancing for hours. **8:00 - 9:00PM Advanced Bachata**: In this class we introduce advanced techniques, complex timing, and musicality. This class requires an assessment (or invitation from an instructor). Students in this class should be able to lead and follow controlled whole-body movements learned in the Intermediate Sensual class. It is our expectation that advanced dancers are practicing their dance 3-4 times per week. We recommend advanced dancers continue participating in 7PM Sensual Bachata class regularly to keep fundamentals strong. **Social dancing** **9PM - MIDNIGHT 3 HOURS of SOCIAL DANCING AND PARTY** with the latest modern bachata and of course, SENSUAL bachata music. Perfect mix to practice the moves you learned in class!! •••••••••••••••••••••••••••••••••••••••••••••• ALL TICKETS INCLUDE DRINK TOKENS. (All door prices include 1 drink): \- 6:15 Introduction class $FREE \- 1 class \+ social \- $32 \- 2 classes \+ social \- $42 \- 3hrs of party \(social dancing\): $22 (Membership options available from $15 p/week ([https://bachatacorazon.com.au/bachata-melbourne-membership](https://bachatacorazon.com.au/bachata-melbourne-membership)) WALK IN WELCOME No need to bring a partner as partners rotate in class. Join us any week, content will be revisited every few months. WHERE? The Space Dance & Arts Centre 318 Chapel St, Prahran VIC 3181 To RSVP for the classes and get tickets here: [https://bachatacorazon.com.au/tuesday-night](https://bachatacorazon.com.au/tuesday-night) Walk in welcome. For more info regarding the prices or other events, follow us on [Facebook ](https://www.facebook.com/BachataCorazonTuesday)and [Instagram](https://www.instagram.com/bachatacorazontuesday).

Hi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Andrew Goifeld, Co-founder, Resilera** **“Truly Well-Architected Reliability, the agentic way”** What is the boundary between effort and cost of reliability? Andrew will discuss how in the future, using chatbot with LLM inference will be too expensive. We will demonstrate current and future approaches to reliability on AWS. * **Mystery Speaker** **From hype to disappointment to light at the end of the tunnel; An Agentic AI Journey** In this case study talk, we'll go through all the highs and lows of architecting and building AI Agents using all your favourite tools and what we discovered along the way. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-)

Dear property investor, **Note: please [register](https://events.resultsmentoring.com/escape.html?utm_source=meetup&utm_campaign=drn) to attend the workshop via Zoom.** If current market uncertainty has been making you hesitate or second-guess your next move, you’re not alone. Today's rate increase. Oil prices. Inflation pressure. Tax-policy debate. More noise, more uncertainty, and more investors sitting on their hands waiting for things to feel clearer. But **doing nothing is not a strategy**. That’s exactly why our sponsors at Results Mentoring are running a free live online workshop this Saturday: **Escape the Rat Race with Property in Uncertain Times** Saturday 21 March 10:00am-12:00pm AEDT **[Reserve your free seat here](https://events.resultsmentoring.com/escape.html?utm_source=meetup&utm_campaign=drn)** This session will be especially relevant if you’re trying to work out what to do next as an investor, renovator or developer. The Results team will cover: • why having your own **financial freedom plan** is even more important with the current economic uncertainty. • how big your portfolio needs to be to **replace your income** and **escape the rat race** • how to decide whether your next move should focus on **growth, cash flow**, or an **active deal** • which property strategies still make sense even if **tax settings change** • what real investors are doing right now to build **positive cash flow, faster equity growth**, and in some cases **6-figure profits in months** — or a path to **quitting their jobs within 5-10 years** And importantly, this won’t just be theory. They’ll unpack real case studies showing how Results members are applying these strategies in the current market. If you want more clarity, more confidence, and a better framework for your next move, join the online workshop this Saturday. **[Reserve your free seat here](https://events.resultsmentoring.com/escape.html?utm_source=meetup&utm_campaign=drn)**[ ](https://events.resultsmentoring.com/escape.html?utm_source=meetup&utm_campaign=drn) Best regards, – Tony **P.S.** Property investors who succeed long-term don’t wait for certainty — they build a plan and execute it. This workshop will show you **how to build that plan.**

👉 🎥 [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. 2. 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。 2. 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。 2. 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. 2. 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。 2. 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. 2. 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. 2. 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. 2. 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

Hello everyone! Join us for an Apache Kafka® x Apache Flink® x Apache Iceberg® meetup on **Mar 18th from 5:30PM**, hosted by intelia in Melbourne! The address, agenda, and speaker information can be found below. See you there! **Venue**: intelia L3, 31 Queen St, Melbourne 3000 IMPORTANT: Please note that for security purposes, all attendees are required to sign in at the lobby to get into the building. \*\*\* **Agenda:** * 5:30pm: Doors open * 5:30pm - 6:00pm: Pizza, Drinks, and Networking * 6:00pm - 6:30pm: Olena Kutsenko, Staff Developer Advocate, Confluent * 6:30pm - 7:00pm: Paras Sitoula, Technical Lead, Tabcorp * 7:00pm - 7:30pm: Additional Networking \*\*\* **Speaker:** Olena Kutsenko, Staff Developer Advocate, Confluent **Talk:** Keeping data private in real-time pipelines **Abstract:** We all love real-time data — clicks, payments, rides, messages — but most of it comes with a catch: it contains personal information we're not supposed to leak, such as names, emails, locations, or even small clues that can identify someone. The challenge: how do we keep streaming data useful and safe at the same time? In this talk, we'll explore practical ways to protect privacy in streaming systems using Apache Kafka, Apache Flink, and Apache Iceberg. We'll cover: - simple tricks like masking and tokenizing PII; - why "anonymous" data often isn't anonymous (the re-identification problem); - techniques like bucketing, k-anonymity, and adding noise; - how to balance privacy with data utility (too much hiding makes data useless). Along the way, we'll look at real-world stories: from public data leaks to surprising deanonymization attacks, and show live demos of pipelines that anonymize data before it's written to storage. If you've ever wondered how to build privacy-aware pipelines, this talk will give you practical patterns you can use right away. **Bio:** Olena is a Staff Developer Advocate at Confluent and a recognized expert in data streaming and analytics. With two decades of experience in software engineering, she has built mission-critical applications, led high-performing teams, and driven large-scale technology adoption at industry leaders like Nokia, HERE Technologies, AWS, and Aiven. A passionate advocate for real-time data processing and AI-driven applications, Olena empowers developers and organizations to use the power of streaming data. She is an AWS Community Builder, a dedicated mentor, and a volunteer instructor at a nonprofit tech school, helping to shape the next generation of engineers. As an international speaker and thought leader, Olena regularly presents at top global conferences, sharing deep technical insights and hands-on expertise. Whether through her talks, workshops, or content, she is committed to making complex technologies accessible and inspiring innovation in the developer community. \-\-\-\-\- **Speaker:** Paras Sitoula, Technical Lead, Tabcorp **Talk:** Building an AI Agent on Kafka — Architectural Realities Beyond the Demo **Abstract:** Large Language Models make it deceptively easy to build an “AI agent”: consume an event, call a model, produce a decision. But when this pattern is introduced into a high-throughput streaming system built on Apache Kafka, the architectural assumptions begin to shift. Kafka is optimized for predictable scaling, low latency, and deterministic event processing. LLM-based agents, by contrast, introduce seconds-level latency, per-call cost, rate limits, and non-deterministic outputs. What appears straightforward in a demo can quickly create consumer lag, cost escalation, replay inconsistencies, and new operational failure modes in production. In this session, we will: * Build a simple event-driven AI agent on Kafka * Examine the architectural tension between streaming systems and LLM workloads * Explore the impact of latency, cost-per-event, backpressure, and rate limiting * Discuss how non-determinism affects replay and auditability * Present practical design patterns to isolate and control AI workloads in streaming environments Rather than focusing on prompt engineering, this talk takes a systems-design perspective. It is aimed at engineers and architects who are experimenting with AI in real-time platforms and want to understand the production trade-offs before deploying at scale. **Bio** Paras is a seasoned software/date engineer with significant experience in developing and optimizing realtime scalable systems. At Tabcorp, Paras leads a high-performing team, developing and optimizing real-time transaction monitoring systems utilizing technologies like Apache Kafka and Neo4j. With a robust background in both real-time and batch data processing, Paras has extensive experience across various platforms and tools, including AWS, Databricks, and Spark, which he leverages to deliver high-performance data solutions. \*\*\* If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)

We’re hosting our Melbourne Influencer and Creator Network event at Treasury Gardens. This meetup is all about bringing together like minded models, influencers and creators within the industry to connect, share experiences and learn from each other. Whether you are just starting out or have been creating for years there is a place for everyone to benefit from being part of a strong creative community. To keep the event comfortable and high quality we are limiting attendance to 50 spots making it easier for everyone to connect. Please register and If you can no longer attend, please let us know so we can offer your place to someone else. On the day we will also have conversation prompts and simple networking activities to help keep conversations flowing and make it easier to meet new people. If you are a model, influencer, photographer, videographer or creative in Melbourne looking to meet others in the industry, this event is for you. Looking forward to having you there. Speak soon, Kenan Seebah

**Details - Coding Night!** Bring your laptop and your iOS, visionOS, macOS, tvOS or watchOS project to the combined CocoaHeads & Android GDG coding night. Everyone is welcome to our all-ages alcohol-free event. Hosted in a professional environment to allow you to work on your project. Get help from industry experts who are on hand to help you out. • What we'll do: We'll help you setup up Xcode and start your first project. We'll help answer your questions re how to get to the next phase of your project. • What to bring: Your laptop, a copy of Xcode, a project you'd like to hack on. Before arrival, make sure you're grabbing a fresh copy of Xcode from the Mac App Store (Apple Menu then App Store then search for Xcode, Install. Link: https://itunes.apple.com/au/app/xcode/id497799835?mt=12) Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St Melbourne. Message via Meetup or Slack if you are arriving after 6:00 as the lifts won't let you up. The hack night will wrap up at 8:30.

**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 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

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

Is your business taking more of your time than you would like? [Rob Young](https://www.linkedin.com/in/cinci-robyoung/) principal at [Stage 3 Group](https://www.linkedin.com/company/stage-3-group/), hosts this workshop series and is the author of Stage 3 Success. * Provides a framework and a playbook for leaders of emerging businesses * Reviews business management tools and techniques for scaling and maturing a business * How to recognize and leverage stories hidden in financial statements * How to implement financial and operational controls and use leading indicators to spot trouble before it occurs * How to manage your time for maximum effect * How to deal with nonperforming employees * How to create standard operating procedures throughout your organization Four sessions will include two hours of content and an optional 90-minute hands-on lab. Reserve your spot via this link: https://clintonvilleba.com/calendar/#!event/2026/3/20/chaos-to-clarity-to-control ($200 for non-CABA members.)

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

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com