Mapping

Come talk maths over a drink or two and maybe a meal. If you have any mathsy puzzles, games or toys, bring 'em along. There'll be a puzzle sheet to solve if you wish, but it's not competitive. No maths background necessary, all welcome. Email melbourne@mathsjam.com to join our mailing list for monthly puzzle sheets. The event is very informal so don't worry if you can't arrive exactly at 7:30pm or have forgotten to RSVP (but please do RSVP if you can!).

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 **Javier Candeira: "Work in Progress towards Nonaga Zero"** **Talk Description:** Viktor Bautista i Roca's Nonaga is a delightful board game. Google's Alpha Zero paper describes an architecture marrying Monte-Carlo Tree Search with a neural network model in order to win board games at a level above human mastery. Javier is working on an Alpha Zero-style Nonaga playing bot, and will be presenting us with his work in progress. Nonaga Instructions: [https://hiperactivo.com/nonaga](https://hiperactivo.com/nonaga) Talk overview: 1. The Rules of the Game (a reprise of February's presentation) 2. What is Monte Carlo Tree Search, and what flavour of it are we implementing? 3. From Alpha Go to Mu Zero: a brief literature review of Google's findings and how they apply to Nonaga Zero. 4. Status report and next planned steps on the Nonaga Zero project. 5. Q&A: Bidirectional questions and answers, as this is a talk where the speaker has questions of his own! **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. **Mike Bailey: "VoiceMode: Natural Voice Conversations with AI Agents"** **Talk description**: What if you could talk with your AI thinking partner while walking the dog, driving, or wherever inspiration finds you? VoiceMode is a free and open-source tool that enables natural voice conversations with AI coding agents like Claude Code. Voice brings situational accessibility to AI — keyboard and screen become optional. You can discuss ideas, capture them, research them, and have them underway before you sit back down. Mike and his AI assistant Cora will present together in real time, covering: * How VoiceMode works under the hood (local Qwen3-TTS, Whisper STT, Kokoro TTS, MCP integration) * Live demo of natural voice conversations with an AI coding agent * Building an open platform that works with any AI agent — not just one vendor **Speaker bio**: Mike Bailey is a Melbourne-based developer and the creator of VoiceMode, a free and open source project that brings natural voice conversations to AI agents like Claude Code. GitHub: mbailey/voicemode (1.2k ⭐) PyPI: voice-mode (200k downloads)

We’ll be hanging out in the Market Pavilion, between Caffè Ducale and TODCO. It’s easy to find, and perfect for dropping in or slipping out without any awkwardness. If you’re looking to escape the house, procrastinate on chores, or just have a bit of human interaction that isn’t transactional—this is your spot. Conversation starters will be on hand if you want them. There’s no agenda. I’m new in town. Come exactly as you are, stay for 10 minutes or the full hour—it all counts.

Get outside and join us for a day of planting trees and shrubs on a beautiful property in the Yarra Valley. Come and help to protect waterways, improve ecosystems and create habitat for wildlife. Share the day with a fun bunch of outdoorsy folk who like doing good! No experience required - we will train you on the day. Morning tea and lunch are provided for free. **[YOU MUST REGISTER VIA THIS LINK!](https://events.humanitix.com/help-plant-native-seedlings-at-seville-1)** This link tells you everything you need to know - what to bring, where to go, FAQs - you MUST register and get your free ticket on this page! (This is a FREE event - large Corporate Groups are asked to pay a supporter's charge, but NOT individuals) You'll meet friendly, like-minded people, and return home knowing that you've done something meaningful. You'll need your own transport, approximately one hour's drive from Melbourne CBD. TreeProject is an award-winning, not-for-profit organisation that has been growing and planting native seedlings for farmers and Landcare groups for over 30 years. We have grown over 2 million trees! This year alone we are growing over 150,000 trees, and helping landowners plant about 50,000 trees! Come and join us!

Hi Radiant Ladies, A morning walk through the Royal Botanic Gardens, followed by coffee and good conversation — simple pleasures, wonderful company. Join us for a gentle, refreshing start to the day in one of Melbourne’s most beautiful settings. All welcome. Looking forward to seeing your lovely faces! ☕🌿 Lyn 🌸

3 Teams. 3 Goals. Hexagonal Pitch. A game of alliance and betrayal in equal measure. We are looking for new players and returning players alike to come play a match. Players of any ability, fitness level or background are welcomed - the game is intended to be fun for a Sunday morning rather than super competitive. If you've never played before, that's okay - the rules are as simple as this: * There's no offside - roam where you will * Defend your goal at all costs * No hands (this is soccer-style football after all) Come down for 9:00am, we make some balanced teams and warm up for the match starting at 9:15. Three thirds are played of 25 minutes each so we're usually done by about 11:00am. All fitness and soccer skill levels more than welcome and encouraged! A note regarding junior players: We very much enjoy and encourage junior players to come along and play however please be aware of the following: * As most attendees are adults, all players must be a minimum of 1.5m tall and 13 years of age. Soccer may have incidental contact when contesting a ball, and we would hate for someone small to be injured as a result of running into someone larger than them. * Any players under the age of 16 must be accompanied by a playing parent or guardian. How to find us - We meet on the astroturf pitch near the Baselball and Hockey clubs in Albert Park. The main location we use is called "Dorothy Coleman Field". If we aren't there then there may be a couple of other locations, [as noted on this dynamic map](https://www.google.com/maps/d/edit?mid=1JdDwV4AOV5e-xP5d56m16-eu29GlnZQ&usp=sharing) \- generally we will follow in number order\.

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...

A **Thursday** ride from town gonig north to Wollert & Epping North via Darebin Creek Path & back on Galada Tamboore, Merri and Upfield paths. **Forecast:** Melbourne area - 17° Cloudy. Slight chance of a shower (0-1mm). Light winds becoming south to southwesterly 15 to 20 km/h during the morning. **Distance**: **72 km.** The paths go moderately uphill as we go north and the ride back is generally downhill and also shorter. Please check the map. Note: Upfield line is running buses for the whole line so unavailable for any early exits. (Use Mernda line from Epping if you do need to) **Check for Metro Planned Works**: https://www.metrotrains.com.au/planned-works/ **Speed**: **20-25 kmh** typical speeds **Map and GPS files**: [https://ridewithgps.com/routes/41745312](https://ridewithgps.com/routes/41745312) \* \*Actual route likely to vary on the day **Bike to bring**: Most bikes fine. MTBs may struggle if heavy. Please keep your bike light, ie leave bulky panniers at home. Check your bike mechanically and pump your tyres beforehand, thanks. **Surface**: Should be sealed all the way. It's a path ride predominately. **Bring**: -Water, jacket, spare tube and tools, snacks, money for lunch. -Your mobile phone with my number. **Lunch spot**: Aurora Shopping Centre (Epping Nth) where you'll find various cafes or pop into Coles or Aldi for what you need. **Contact**: Neil Griffiths - 0419 560 409 **Photo**: Darebin Creek Trail going under Darebin Rd (June '22) "All riders are riding at their own risk and Melbourne Cycling does not take any responsibility for any injuries or accidents you may have on any of our rides"

## 🌿 **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\.

Join me for a family friendly afternoon walk, coffee and a game of bocce in the Royal Botanic Gardens. This environment is a stunning place to relax, explore, and make new connections in all seasons. There are winding paths, groves, lakes, lawns and more than 8,500 species of plants. We will stop in at the Terrace cafe for takeaways, or bring your own drinks and snacks and we can stop for a chat and a game on the lawns. Our walk will finish at the Shrine of Remembrance to see the beautiful views of the city. This walk is rated easy, it is relatively flat and we will walk at a slow to moderate pace so we can socialise along the way. There are a few sections with stairs but there are alternative pathways close by. **Agenda:** I will meet you at **2pm** at the circular sculpture near the Observatory & Visitors Centre, 100 Birdwood Avenue. There is a map and photo of the meeting place below. We will head off no later than **2.15pm** We will reach the Terrace Cafe by **3pm**, have a coffee and a game of bocce on the lawns, then explore the gardens finishing at the Shrine of Remembrance at 5pm. When you RSVP **please click Attend** on the event page and I will be in touch about the details via direct message. As this is a rain or shine event I will also be available in the Event Comments on the day, and add any updates there if needed regarding weather conditions.

👉 🎥 [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

**History** The history of [Blendon Woods Metro Park](https://www.metroparks.net/parks-and-trails/blendon-woods/) began long before its 1951 opening, rooted in a landscape of rugged ridges and deep ravines that made the land unsuitable for traditional farming. In 1945, a report proposing a metropolitan park system for Franklin County specifically highlighted these cliffs of Bedford Shale as some of the "wildest land in the vicinity". Following this recommendation, the recently formed park district purchased the first 229 acres in early 1949. Because the terrain was so uneven, developers had to cut a mile-and-a-half-long roadway through dense woods just to bring in heavy equipment. This initial preservation effort ensured that the mature second-growth hardwood forests remained largely untouched by the urban expansion spreading toward Westerville. Opening day arrived on Labor Day, September 3, 1951, marking Blendon Woods as the second park in the Columbus and Franklin County Metro Parks system. The final push to open was a frantic race; the State Highway Department only finished the primary gravel access road four days before the gates opened. Early staff members, consisting of just four full-time employees, had to hand-dig pit toilets and learn construction skills on the fly to build the first picnic shelters. Despite the dusty conditions and limited facilities, the park was an immediate success, drawing massive crowds from across Central Ohio. By the end of the 1950s, annual visitation had already climbed to over 190,000 people. As the surrounding suburbs grew in the 1960s, the park faced severe overcrowding that threatened its natural habitats. In response, Franklin County voters passed the first Metro Parks levy in 1960, providing the funds necessary for a decade of steady expansion. During this era, the park nearly doubled in size, growing from 264 acres to over 570 acres by 1968. Planners also addressed a critical water shortage by collaborating with the U.S. Soil and Conservation Service to build a lake in 1964. This body of water originally served as a temporary reservoir before its role shifted toward conservation and wildlife support. The 1970s marked a transition toward the specialized wildlife and educational focus for which the park is known today. In 1971, the Walden Waterfowl Refuge was established around the 11-acre Thoreau Lake, creating a sanctuary that remains restricted to provide a quiet habitat for migratory birds. A formal nature center was also developed during this period, expanding on the guided Sunday walks that had been a park staple since the early 1950s. The park’s famous "Monarch Mansion" also became a prominent fixture, starting a long tradition of raising and releasing thousands of monarch butterflies each September. These initiatives cemented the park’s reputation as a premier destination for birders and nature enthusiasts. In more recent decades, Blendon Woods has continued to modernize while maintaining its wilderness character. The 10-acre Natural Play Area was added in 2017, encouraging kids to explore the ravines and woods off-trail. This was followed by the opening of a $1.5 million inclusive playground in April 2025, designed to accommodate children of all physical abilities. The nature center also underwent major renovations to include immersive, three-dimensional exhibits and a new butterfly house. Today, the park encompasses 653 acres, preserving a unique geologic and biological corridor amidst the bustling Westerville and Northeast Columbus area. **Map of the Park** Here is a map of [Blendon Woods](https://www.metroparks.net/wp-content/uploads/2025/05/BLN_map_Inclusive-Playground-and-Butterfly-Trail_May-2025_1980px.png). **Summary** For this event, we will hike the Lake View, Hickory Ridge, Ripple Rock, Overlook, Brookside, and Sugarbush Trails. This sounds like a lot, but it will really be only a little over five miles. Blendon Woods has a few hills here and there, but it's not one of the more strenuous metro parks. **Where We'll Meet** We'll meet just in front of the Nature Center. This is about a mile into the park from the main entrance. You have to go past the Ranger Station and the Shadblow Reservable Area to get to it, so don't stop too early at the Ranger Station and get it confused with the Nature Center. **After the Hike** Afterward, we will head over to [Forbidden Root Restaurant & Brewery](https://forbiddenroot.com/restaurants/columbus-ohio/) at Easton for [drinks](https://forbiddenroot.com/restaurants/columbus-ohio/#dinner-menu) and [food](https://forbiddenroot.com/wp-content/uploads/Cbus-Food.pdf). We should be there by 5 if you can't make the hike and just want to join us for drinks. The brewery's actual address is [4080 Worth Ave, Columbus, OH 43219](https://www.google.com/maps/place/4080+Worth+Ave,+Columbus,+OH+43219/data=!4m2!3m1!1s0x88388a86d10b6619:0x4d42b470a5cf11d3?sa=X&ved=1t:242&ictx=111); however, I recommend pointing your GPS to the [Worth Garage](https://www.google.com/maps/place/Worth+Garage/@40.0542293,-82.9137962,17z/data=!3m1!4b1!4m6!3m5!1s0x88388b4df6082825:0x17582f0eccd9dda1!8m2!3d40.0542293!4d-82.9137962!16s%2Fg%2F11rzfvvv8b?entry=ttu&g_ep=EgoyMDI2MDQxNS4wIKXMDSoASAFQAw%3D%3D) across the street. Parking in this garage is free as long as you're not on the first floor, and it is literally right next to the brewery.

**History** The [Franklin Park Conservatory](https://www.fpconservatory.org/)’s roots trace back to 1852 when the Franklin County Agricultural Society purchased 88 acres of land to host the Ohio State Fair. After the fair moved to its permanent home, the city of Columbus transformed the grounds into Franklin Park in 1884. This transition shifted the space from a temporary event site to a dedicated public green space for the growing community. The park became a central hub for outdoor recreation and early civic gatherings in the neighborhood. In 1895, the landmark Victorian-style Palm House opened its doors, drawing heavy inspiration from the Glass Palace of the 1893 World’s Columbian Exposition in Chicago. This iron and glass structure became an immediate icon, housing exotic plants that residents would otherwise never see in the Midwest. It remains the oldest part of the facility and serves as a primary link to the conservatory’s 19th-century origins. For decades, it stood as a singular testament to grand horticultural architecture in Central Ohio. A major turning point arrived in 1992 when Columbus hosted AmeriFlora '92, an international horticultural exhibition. This massive event prompted a $16 million renovation and expansion, adding significantly more greenhouse space and the Dorothy M. Davis Showhouse. The festival put the conservatory on the international map and fundamentally changed its scale and ambition. Following the event, the facility transitioned from a city-run park to a private, non-profit organization. In 2003, the conservatory’s identity was further defined through a long-term partnership with world-renowned glass artist Dale Chihuly. After a successful exhibition, the Friends of the Conservatory purchased most of the glass installations, creating the largest permanent collection of Chihuly’s work in a botanical setting. These vibrant glass sculptures are now woven throughout the biomes, blending art with nature. This addition helped cement the conservatory as a premier cultural destination rather than just a botanical garden. Recent years have seen the site expand beyond the glass walls to emphasize community engagement and outdoor education. The 2018 opening of the Scotts Miracle-Gro Foundation Children’s Garden added two acres of interactive landscape designed for hands-on learning. The Scotts Miracle-Gro Company Community Garden Campus also provides local residents with space to grow their own food and learn sustainable practices. Today, the conservatory balances its historic Victorian charm with modern commitments to local ecology and the Columbus community. **Maps of the Conservatory** Here is the [main map](https://www.fpconservatory.org/wp-content/uploads/2025/08/franklin-park-zones-scaled.jpg) of the Conservatory grounds. Here's a [map of the areas](https://www.fpconservatory.org/wp-content/uploads/2026/02/ConstructionMap-2026.jpg) in which the Conservatory has ongoing construction (see below). **Summary** For this event, we'll explore Columbus's highly-rated and very popular Conservatory. As mentioned above, the Conservatory is doing renovations on parts of the facility. These renovations are scheduled to be ongoing until the Fall of next year. Basically, no matter when you go to the Conservatory over the next 18 months, you're going to see some metaphorical orange barrels. So let's just go now. **Tickets and pricing** On the first Sunday of every month, the Conservatory is free for residents of Franklin County and the city of Columbus. You must bring an ID to receive this discount. (Yes, they do check.) Otherwise, tickets are $25.20. Members of the Columbus Zoo (of which I am one) do get a discount on tickets, though I have never actually bought a ticket to the Conservatory (I've always gone on free days). I believe the discount is $4. Parking is always free. If you have additional questions about pricing or whether and for what you qualify, you can reach the Conservatory at 614-715-8000. **Where we'll meet** We will meet just outside the main entrance. I guarantee there's going to be a line. The Conservatory is always popular on free days, and especially in nice weather. **Your GPS is stupid!** Be careful simply typing "Franklin Park Conservatory" in your GPS and going where it tells you. The only way to access the parking lot to the Conservatory is off of Broad Street. Unfortunately, since Google Maps is unable to find its way out of a wet paper bag, it has a tendency to want to take people to a mythical, non-existent Conservatory entrance on Nelson Road. If your GPS does this, just drive to the north side of the Conservatory along Broad Street. Your GPS should then redirect you to the main Conservatory entrance. If your GPS doesn't, then throw your phone away\* and look for the big Conservatory sign on the south side of Broad Street between Nelson Road and Franklin Park West. You also should be able to use the map pin I've provided, below, and it should properly direct you to where you need to drive. \* Don't really do this. **After the event** After stopping to smell the roses, for those that are interested, we'll head to the nearby [Columbus Brewing Company Beer Hall](https://columbusbrewing.com/location/beer-hall/) for [drinks](https://columbusbrewing.com/location/beer-hall/#draft-list) and [lunch](https://columbusbrewing.com/location/beer-hall/#food-menu). The Beer Hall's actual address is [200 Kelton Ave, Columbus, OH 43205](https://www.google.com/maps/place/200+Kelton+Ave,+Columbus,+OH+43205/data=!4m2!3m1!1s0x883889a94ac4acad:0xadb2e60240dbc38b?sa=X&ved=1t:242&ictx=111) (it's literally just on the south side of the Conservatory). Be sure this is where your GPS is taking you when you use it, as the Brewing Company has a taproom on Harrison Avenue that is *not* what you want for this event. We should be at the Beer Hall by 1 if you can't make the Conservatory and just want to join us for drinks.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

Join us this Thursday at 6:30 pm for a nice hike along the Big Walnut Trail along the Gahanna golf course, circling Creekside and back. This 2 mile hike is fully paved and a beautiful walk through the heart of Gahanna.

**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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. 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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)