Computation

(Partner's Event) BBQ Party at ShenZhen Time: Every Sat 19:00 - 23:00 (Usually) Location: The Crazy Coconut Bar, ShenZhen Longhua Baishilong, 3rd floor, 3N100, Above Metro Exit B2 (BaiShiLong Metro Station) 瘋狂酒吧， 深圳龍華白石龍地鐵站B2上方，3樓 Refer to the picture for details on the BBQ Sat event.

* 匆匆歲月 儘管不少嘆息別離話 * 始終你也在 未分春秋冷冬或炎夏 當一起同遊 人生嘉年華 沒煙花 都有暖光四灑 話咁快2026年又到5月了，感謝大家一直支持和參與躲避盤活動🙏 可以如相片中與大家開心來開心走是本會宗旨😆期待黎緊又見大家與大家運動同大笑，詳情如下 2026年5月<<同樂躲避盤>>活動😁歡迎大家參與😄😄 日期:9/5/2026 星期6 時間:2000-2200 地點:大角咀體育館2號活動室（太子站c2出口/旺角站A2出口／奧運站b出口出,10分鐘內到） Whatapps報名電話:98354818（以whatapps確認為準） 費用：$20（親子2人同行30） 位置有限，心動不如行動，See u all😆 #hkdsc #dodgebee #hkdodgebee #躲避盤 #香港躲避盤運動體育聯會 #刺激 #安全 #同樂 #同樂躲避盤

**普及禪修課程 黃雅鑫老師主講** **星期六 下午2:30 -下午3:45 (不是上午11:30 - 12:45)** **每堂課為獨立單元，不需報名，歡迎大家參加。** 每一個人都可以成為菩薩，讓生命從此不再平凡。在此課程，我們將學習到如何在生活中實踐佛陀所教授的六種完善行，成為現代菩薩，並發展究竟真理的智慧，體悟人生的真實意義。 9/5 超越夢幻 16/5 通往喜悅之道路 黃雅鑫現為香港噶當巴禪修中心中環分舍的老師。於 2009年，初次接觸到噶當巴傳承的寶貴佛法，啓發他把佛陀的智慧融合並實踐於日常生活中 ，從實際的經驗去分享現代佛法是如何利益周遭每一個人。 歡迎大家隨喜功德，建議捐助：每課 $50。所有捐款均用於中心的運作及發展，為大眾提供學習珍貴佛法的機會。 詳情: [https://www.meditation.hk/2021/ccgp/](https://www.meditation.hk/2021/ccgp/) #現代佛法 #禪修課程

Welcome to all levels. For the beginners, I will teach you some basic skills and demonstrate and you'll pick up easily. Practice makes perfect! We will practice the club S, 5 and fairway wood 3, 5 and the driver. Looking forward to see you and let's have fun. Sportswear is fine. The equipment and balls will be provided at the driving range. ★★PLEASE let me know through Whatsapp or Calling before u sign up or RSPV and my HK number is 93798380. Otherwise, the chance of attendance will be passed to the one who did say hi to me first. Lastly, remember to let me know 24 HOURS before the Meetup if you will be late or can't attend. Otherwise, the one who absent without notice would be blacklisted and not welcome to join this Meetup anymore. Cheers, Terry Wong

九龍城-桌遊聚會 時間：6:30-10:00PM 地點：九龍城聯合道133號石屋家園活動室 收費：每位$40 (大小同價) 12歲以下小朋友需由家長陪同 「棋妙Bingo!」現已開始 詳情請參閱棋妙策士各社交平台 [@wonderful_advisor](https://www.instagram.com/wonderful_advisor?igsh=ZjY5bnVkYjV2MHo0) 訂座電話：23250111 (需於當天中午12:00前預約服務，名額有限先到先得) 服務時間：每月第一、二、四個禮拜六晚上 18:30 – 22:00 石屋家園的活動室整潔乾淨，場內提供超過300款桌上遊戲(Board games)任玩。不僅適合親子同樂，也是好友相聚的好去處。 場內設有桌遊教學，歡迎一家大小一齊體驗桌遊的樂趣。

Dee Dream Life * HKD150 for first trial * HKD1500 for 10 classes * * Bring A New Member * When New Member Purchases First Package, You Get 1 Free Bonus Class WhatsApp 63344266 to register Dee Dream Life 1 Lyndhurst Terrace, Central 14/F, 1401 Come join Dee Dream Life in our signature class that makes this the top rated Zumba class in HK according to Sassy Hong Kong for many years! Dance to amazing fun rhythms including Latin, Hip Hop. Pop, Funk, Bollywood and more while dripping in sweat and feeling fantastic! Lose weight, burn calories and raise your vibrations with this super uplifting class! Enjoy yourself and feel completely refreshed and energised after a workout! Easy to follow with repetitive moves, no need to memorise steps and open to all levels including complete beginners to dance and fitness :) At night, we dance to disco lights making this class the party you need to loosen up after a long day at work! Come and enjoy music, movement and fitness like you have never before!

New comer, let’s learn to play magic: the gathering. The oldest & most popular TCG, magic: the gathering have over 50k different cards in the pool, fantasy storyline also super fun in gameplay and deckbuilding. Competitive & casual game style can be fulfilled. And its free! Join us in the mtg world! Please WhatsApp 6704 2789 Zen

Reading is important because it develops your mind and gives you excessive knowledge and lessons of life. 開卷有益！大家最近有冇讀到一啲好書呢？不如出黎分享下讀書心得呀？參加呢個讀書活動，分享好書，分享喜悅。😊 有興趣參加可以WhatsApp我：95182994

(Partner's Event) English Corner Time: Every Wed, Fri & Sun 19:00 - 23:00 Location: The Crazy Coconut Bar, ShenZhen Longhua Baishilong, 3rd floor, 3N100, Above Metro Exit B2 (BaiShiLong Metro Station) 瘋狂酒吧， 深圳龍華白石龍地鐵站B2上方，3樓 Refer to the picture for details on the BBQ Sat event. Wechat ID: Pandoraparties

LSS Smart Fitness 律動班系列 Wed/Sun $100/ 1-hr class ($350 /4-class) Please RSVP one week in advance Welcome to book other time slot (WhatsApp 65230389) Vibration x MFR 療癒律動 (Relax, Muscle release & Facial massage) Vibration Fitness (Stretch & Strength) 健體律動 Vibration x BellyFit 美型律動 (Body Shape-up with Bellydance Technique Drills) Vibration x Yoga 律動瑜伽 (Yoga Asana in vibration setting) https://eshop.cosway.com.hk/ One FREE trial class with any Cosway purchase receipt over HK$1000 under introducer code : HK370579B 以 HK370579B 作介紹人的 Cosway (網購或門市)購物消費，逾 HK$1000，可免費試上律動班系列一節

Warm weather is on its way! Come join us for a Tandem BBQ and get started on the summer season! Bring your swimwear and your tastiest BBQ food for a fun time of swimming and cooking. **The Plan** * 1300 At the Chung Hom Kok Beach BBQ Area * 1330 BBQing starts * 1700 end **What to do** 1. RSVP here and let us know if you want to use a meat-free BBQ pit. 2. Be sure to join the BBQ WhatsApp group! If you’re new and/or don’t yet know the organiser, please DM the organiser via Meetup to get their contact details. 3. Please enable DMs from other members and turn on notifications so that our team can communicate with you. 4. On the day of, please bring (or FPS) $20 to help pay for charcoal and support replacing basic supplies in our BBQ box. 5. Bring your own food and drinks and volunteer to bring 1 item to share! Hope to see you there! **What is included** We have built a box of reusable BBQ items that includes BBQ forks, tongs, and other simple items. We will also be bringing several bags of charcoal. Before the event, we will make a list of items that are in the box and items that we are asking people to bring to share **What is NOT included** Food and drink are NOT included. There are no shops near the beach, so please purchase everything in town before arriving. We recommend bringing a towel, swimsuit, sunscreen, food to BBQ, and drinks (including plenty of water). **In case of inclement weather** If the event needs to be cancelled due to the Observatory issuing a red or black rainstorm warning, we will reschedule the event for a Sunday in June (which will be voted on in the Whatsapp). **Please note** 1. The exact location of the venue and payment account number will be announced in the WhatsApp event group. 2. We run all our event communication through WhatsApp. Please keep track of event related messages in the WhatsApp event group and respond to requests and instructions from organisers within 24 hours. Please don’t put the chat on mute. If our team don’t receive your response within 24 hours, we will move you to “Not Going”. 3. We encourage language inclusivity at all our events. If you aren’t confident in English, please let our team know. We will try to provide bilingual support where possible and/or will try and introduce you to other language speakers you’re more comfortable with. Please be mindful that we might not be able to accommodate all languages at all events, but we will do our best to make everyone feel welcome and heard. 4. All payments are non-refundable. If you can’t make it, you’ll have to find your own replacement, re-sell your own ticket, and inform the organisers of who is taking your place. 5. If you sign up, but can no longer make it, please update your RSVP as soon as possible and tell the organisers. Updating your RSVP well ahead of the event allows us to manage the waitlist; allow other people to attend; know who to look out for at the start of the event. 6. If you don’t have a clear face pic on your profile and/or your username doesn’t match the name you normally use, we can’t identify your payments nor match your RSVP with who you are in real life. If this is you, please ensure the organisers know who you are. If we can’t work out who you are within 24 hours of your RSVP, we will move you to “Not Going”. 7. Only group members and their guests with an RSVP may attend events; people who aren’t signed up will be refused entry to events. 8. If you don’t follow the conditions above, we will move you to “Not Going” for future events until you message us to confirm you will follow these conditions. We hope to see you there for a fun day in the sun! -Amy (she/they) & Kawai (he/him) For our event Terms & Conditions please click the [link](https://docs.google.com/document/d/149xOU6BLmCO6FI5pCIQptWHcsL5CFP5SohZXjYfMFOA/edit). By signing up to an event you are agreeing to these Terms & Conditions, including the Participation Waiver & Release of Liability.

因為在其他平臺也有發布，所以報名人數可能會比該平臺報名人數多 Because the announcement was also posted on other platforms, the number of applicants may be higher than the number of applicants on this platform. 周日的深度討論，不管你想聊聊 AI 或是敘事學、心理學，或哲學；不管你是這方面的新手還是老手，哪怕只是來聽聽，甚至想談談其他也可以。 不進行簡單的閒聊，而是專注於深度對話，旨在提供能獲得知識並對你有所幫助的交流。這裡可能有 AI 實踐者、心理學專家、哲學家、說故事的高手，或只是想聽故事的人。 我們將圍繞一個或多個主題進行辯論與學習，互相成長、共同進步，讓每一次交流都能協助你提升與成長。 這個聚會嚴格來說並不是專業討論，更像是深度聊天。 如果你從一次談話活動中獲得了知識，歡迎加入我們。 **時間：** 周日（5 月 10 日）14：00 **地點：**（報名後會告知具體地點） 本活動有人數限制，但如果你是第一次報名，不適用名額限制。 **注意：** 此活動有人數限制，活動過程中請保持友善，務必遵守相關法律法規。本活動與組織者不對參加成員安全負任何責任，請大家為自己安全負責。活動中不討論政治、宗教等。 活動內容不代表活動組織者觀點。 本文和活動中的介紹內容與圖片僅供參考。 本活動安排可能會臨時發生變化，請大家留意。 如不同意或違反以上內容，不可參加本次活動或可能會被要求離開活動。 本活動不收取任何費用，活動過程中可以隨時離開。 **活動內容請以中文版為準。** A deep discussion on Sunday. No matter what you want to talk about—AI, narratology, psychology, philosophy—or whether you’re new to these topics or an experienced practitioner. Even if you just want to listen, or if you’d like to talk about something else, that’s also welcome. This is not meant for casual small talk. Instead, we focus on in-depth conversation, aiming to create exchanges that help you gain knowledge and be beneficial to you. Here you may find AI practitioners, psychology experts, philosophers, great storytellers, or simply people who want to listen to stories. We will debate and learn around one or more topics. We will grow together, progress together, and ensure that every conversation helps you improve and develop. Strictly speaking, this meetup is not a professional discussion—it’s more like deep chat. If you gain knowledge from a conversation event, you’re welcome to join us. **Time:** Sunday （May 5) 14:00 **Location:** (The exact location will be shared after you register.) This event has a limited capacity, but the quota limit does not apply if it’s your first time registering. **Notes:** This event has a capacity limit. Please remain friendly during the event and make sure to comply with all relevant laws and regulations. The event and the organizers will not be responsible for participants’ safety—please take responsibility for your own safety. We will not discuss politics, religion, or similar topics during the event. The event content does not represent the organizers’ viewpoints. The text, and any introductory content and images in the event description, are for reference only. The event schedule may change temporarily—please pay attention to updates. If you disagree with the above or violate any of the rules, you may not be allowed to attend this event, or you may be asked to leave. This event is free of charge. You may leave at any time during the event. **Please refer to the Chinese version for the event details.**

(Partner's Event) English Corner Time: Every Wed, Fri & Sun 19:00 - 23:00 Location: The Crazy Coconut Bar, ShenZhen Longhua Baishilong, 3rd floor, 3N100, Above Metro Exit B2 (BaiShiLong Metro Station) 瘋狂酒吧， 深圳龍華白石龍地鐵站B2上方，3樓 Refer to the picture for details on the BBQ Sat event. Wechat ID: Pandoraparties

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

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

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)

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**