Computation

Join us for dinner and discussion about queer books! For our next book, we will be reading **“The Song of Achilles”** by **Madeline Miller**. **Blurb:** Achilles, "the best of all the Greeks," son of the cruel sea goddess Thetis and the legendary king Peleus, is strong, swift, and beautiful, irresistible to all who meet him. Patroclus is an awkward young prince, exiled from his homeland after an act of shocking violence. Brought together by chance, they forge an inseparable bond, despite risking the gods' wrath. They are trained by the centaur Chiron in the arts of war and medicine, but when word comes that Helen of Sparta has been kidnapped, all the heroes of Greece are called upon to lay siege to Troy in her name. Seduced by the promise of a glorious destiny, Achilles joins their cause, and torn between love and fear for his friend, Patroclus follows. Little do they know that the cruel Fates will test them both as never before and demand a terrible sacrifice. **The Plan** 19:00 Meeting @ the restaurant 19:15 Dinner & discussion 20:45 Choosing a short novel for July 21:00 End **Dinner** The name of the restaurant will be announced in the WhatsApp group chat. **What to do** 1\. RSVP on this event page\. 2\. Read the book :\) and think about your suggestion for the discussion in July\! 3\. Come to the event and share your thoughts about the book with us\. 4\. Please enable DMs from other members and turn on notifications so that our team can communicate with you\. Hope to see you there! Amy (she/they) & Izabella (she/her) Please note… 1\. Tandem is a community of volunteers; everything you see is created by our members giving up their time and labour\. None of our organisers profit from events; any charges listed are those from other parties and we never add a mark\-up\. In this context\, we need attendees to do their best to reduce the workload of our volunteer team by reading the event description and these notes carefully; and follow the instructions in order to register a place on the event\. Please be considerate and helpful with our team – we are all volunteers\. 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 24hrs\. Please don’t put the chat on mute\. If our team don’t receive your response within 24hrs\, we will move you to “Not Going”\. 3\. If you require special accessibility accommodations for the event \(i\.e\.\, accessible venue\, accessible restrooms\, noise levels\, lighting conditions\, etc\) and are unsure whether they can be met\, please reach out to the organiser/host\. 4\. 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\. 5\. If you sign up\, but can no longer make it\, please update your RSVP as soon as possible and tell the organiser\. 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; and manage any relevant bookings\, such as table reservations\. 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 organiser knows who you are\. If we can’t work out who you are within 24hrs of your RSVP\, we will move you to “Not Going”\. Only group members and their guests with an RSVP may attend events; people who aren’t signed up will be refused entry to events. 7\. 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\.

可以[whatsapp](https://wa.me/message/CEWCM2DO6ENDN1)查詢詳情 【調酒交友班🍸】醉人體驗・調酒課程 各位酒迷注意啦！我哋精心打造咗一場專屬調酒愛好者嘅沉浸式體驗！無論你係初嘗調酒定係純粹想飲酒，呢個兩小時嘅精品工作坊都絕對唔可以錯過！ 🌟 活動亮點： ✅ 調酒師親自指導 ✅ 從零開始學調4-5款經典人氣cocktail ✅ 獨家傳授酒吧級調酒秘技 ✅ 即場實戰操作，玩學兼備 ✅ 每人贈送專業初階調酒工具套裝 📅 活動詳情： 日期：2026年6月26日（星期五） 時間：19:30-23:30 地點：觀塘海濱酒吧 名額：僅限50位（額滿即止） 費用：每位$480 (送一套初級調酒6件套裝) 優惠： 1\. 二人同行 \- 減$20 2\. 活動前15日報名 \- 減$20 💡 你將學到： • 調酒器具正確使用技巧 • 分層調製的藝術 • 風味平衡的黃金比例 • 專業搖酒手法示範 • 創意調酒靈感啟發 仲等咩？快啲約埋班friend一齊嚟，邊學邊飲邊chill！保證你學完即刻可以喺朋友面前大顯身手～🎉 立即PM我哋留位，一齊展開你的調酒師初體驗！ [#comewaanfriends](https://www.instagram.com/explore/tags/comewaanfriends/) [#調酒🍸](https://www.instagram.com/explore/tags/%E8%AA%BF%E9%85%92%F0%9F%8D%B8/) [#cocktail](https://www.instagram.com/explore/tags/cocktail/) [#交友活動](https://www.instagram.com/explore/tags/%E4%BA%A4%E5%8F%8B%E6%B4%BB%E5%8B%95/)

聖經討論會是以日常生活與專業議題（如人際關係、職涯發展、熱門新聞、理財、人工智能等）為基礎的基督教聖經討論。您亦可提議主題，內容信徒與否都合適。 Bible Talk is a social event based on everyday life and professional topics (such as relationships, career, popular news headlines, finance, AI…etc.) You are also welcome to suggest topics. All content will be hospitable to all backgrounds.👌 雖然主持人會援引聖經經文，但請放心，這是個安全的平台，歡迎您基於自身經驗、文化、哲學與宗教背景分享觀點。所有背景皆受歡迎且受到尊重。 Although the host will reference biblical scriptures. Please rest assured that this is a safe platform to share your perspective stemming from your experience, culture, philosophies and religions. All backgrounds are welcomed and respected. 😊 主體語言：英文（可提供中文協助） Main language: English (Chinese assistance is available)

As the world pivots towards artificial intelligence (AI)-driven innovation, Southeast Asia’s e-commerce market has emerged as a lucrative frontier for Hong Kong brands seeking expansion. In this seminar, an expert will unveil how AI can transform businesses’ e-commerce strategies to succeed in Southeast Asia. Topics include key emerging trends for 2026, regulatory compliance essentials, and practical tips for efficient and cost-effective operations in the Southeast Asian e-commerce market, with a view to assisting SMEs in expanding to the digital markets of Southeast Asia through AI application. This seminar is one of the seminars under the SME Service Centres' "4-in-1" Seminar Series. Language: Cantonese Speaker: Mr Terry Chan \- Founder and Chairman\, Hong Kong eCommerce Supply Chain Association \(HKeCSC\) \- Founder and Group CEO\, JUSTT GROUP \- Founder and Group CEO\, SEA321 Interested persons are welcome to participate in this seminar. Registration: [Link](https://www.success.tid.gov.hk/tid/eng/activity/activity.jsp)

都市人生活繁忙，好多時食晏唔係趕頭趕命，就係一個人外賣返office對係電腦食？ 唔想再係咁,其實可以好簡單,既然大家都面對同一個問題,咁就一於開個慢活人生午餐谷,定期午餐聚會,咁就唔駛一人食晏la 又搵到飯腳又可以識到新朋友,仲唔係雙嬴XD - 謝絕一切保險、基金、傳銷、直銷、課程、水機、NUSKIN、HERBALIFE等人士

Meetup New Friends at Central HK (Free Entry) Time: Friday night usually \~7:30pm to 10pm (Weekly) Location: Central Market G/F (Center area), Central Hong Kong. 香港中環與新朋友見面 (Free Entry) 時間：週五晚上(通常) \~7:30pm 至 10pm（每週） 地點：香港中環中環街市地下（中心區）。

Fee: 7people $75/per 6-8pm court#3 請大家遵守以 1:請大家不要在遊戲其間進行羽毛球技術指導. 2:男與女閒聊時請保持一隻手距離. 3:遊戲已例明 羽毛球等級(ab,li,i 等等), 請按照自己所屬等級參與遊戲. 4:各下參加左的活動有指定場號, 如果自行走向其他埸由我們舉辦的活動的埸地打波, 我地可能會給予警告, 請不要挑戰我們的忍耐力。 5:如果少於48小時內取消出值, 都請交出值應付之金額。 如有違反, 一律blacklist. If you join my game for first time please send me your mobile no. to confirm your spot. Tel: 6019 8622 Ice Please Whatsapp or message me through meetup as soon as possible if you can't come. ‧ We will be playing 21 points doubles match ‧ Strictly NO BEGINNER ‧ The event is not first come first serve, I will pick suitable players in order to balance the level of the game. So if you are not on the attending list, please don't feel being offended, thanks for understanding ‧ Cancellation policy: Cancellation deadline is 48 hours prior to the start time of the game. Cancellation past the deadline will be marked as no-show and need to pay the no-show Fee.

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

<<這不是活動,這是一個超過200人的活動群組>> 厭咗對住四幅牆？ 單身都可以過得好充實！ 我哋唔係嚴肅配對平台，而係你專屬嘅「單身玩樂俱樂部」💃🕺 就係想搵班Friend一齊癲一齊玩～ 由填表呢刻開始，你嘅社交生活即時Upgrade！ 👇立即Click入嚟加入我哋啦👇 https://forms.gle/bP4kxTspTqKrqSY76 🎯點解你要加入？ ✅ 識多啲同頻率嘅朋友，生活圈子自然闊 ✅ 自由參加冇壓力，鍾意玩咩就玩咩 ✅ 週末節目唔使再頭痕，我哋幫你搞掂 有咩好想玩？隨時PM版主 搞活動最緊要大家開心！ **獨樂樂不如眾樂樂～** **快啲入Group一齊創造回憶啦！** [交form後會盡快加你入群組](%E4%BA%A4form%E5%BE%8C%E6%9C%83%E7%9B%A1%E5%BF%AB%E5%8A%A0%E4%BD%A0%E5%85%A5%E7%BE%A4%E7%B5%84)

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

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

**普及禪修課程 陳卓峯老師主講** **【培育強大信心 — 收穫源源不絕的善德】** **每堂課為獨立單元，不需報名，歡迎大家參加。** 「我們努力讓自己信心的太陽持續照耀在精神導師的雪山上，並強烈作祈請，十方諸佛的加持水將流降而下。」— 尊貴的格西格桑嘉措仁波切 本系列課堂，老師會帶領我們用禪修培育三種信心，不斷收穫深廣福德。 5月16日 \| 培育欽羨的信心 5月23日 \| 培育願求的信心 **陳卓峯老師**跟隨尊貴的格西格桑嘉措仁波切修習噶當佛法逾二十年，樂於將佛法融入生活。他會善用日常生活例子闡釋深奧佛法，啟發學生踏上精神修行之道。 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/jcgp/ #現代佛法 #禪修課程

**This event's theme: Best New Series** Looking for a space to chat about all things anime and manga with fellow fans? This is the event for you! All levels of interest welcome. This month, we want to hear what you think is the latest and greatest in anime and manga! Everyone can choose shows and manga that debuted in 2025-2026 to share with the group. Let's give everyone a reason to check out something new! **The plan** 14:00 meeting at the venue 14:15 stay and discuss for as long as you like **The venue** The venue will be announced in the event WhatsApp chat **What to do** * RSVP on this event page * Join the event WhatsApp chat (once you receive the link) * Think about what you might like to talk about! (Responding to to the theme is optional.) * Come to the event and chat with other anime and manga geeks. * Please enable DMs from other members and turn on notifications so that our team can communicate with you. Hope to see you there! Christina (she/they) & Kieran (they/them) Photo: animeondeck.wordpress.com **Please note...** 1\. Tandem is a community of volunteers; everything you see is created by our members giving up their time and labour\. None of our organisers profit from events; any charges listed are those from other parties and we never add a mark\-up\. In this context\, we need attendees to do their best to reduce the workload of our volunteer team by reading the event description and these notes carefully; and follow the instructions in order to register a place on the event\. Please be considerate and helpful with our team – we are all volunteers\. 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 24hrs\. Please don’t put the chat on mute\. If our team don’t receive your response within 24hrs\, we will move you to “Not Going”\. 3\. If you require special accessibility accommodations for the event \(i\.e\.\, accessible venue\, accessible restrooms\, noise levels\, lighting conditions\, etc\) and are unsure whether they can be met\, please reach out to the organiser/host\. 4\. 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\. 5\. If you sign up\, but can no longer make it\, please update your RSVP as soon as possible and tell the organiser\. 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; and manage any relevant bookings\, such as table reservations\. 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 organiser knows who you are\. If we can’t work out who you are within 24hrs of your RSVP\, we will move you to “Not Going”\. Only group members and their guests with an RSVP may attend events; people who aren’t signed up will be refused entry to events. 7\. 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\.

This is not an event. If you are between 20-30s and would like to join a group for this age group, you are welcome to sign up. 這不是一項活動。如果您年齡在20-30歲之間，並且想加入適合這個年齡層的團體，歡迎你报名。 20到30歲這個年齡段｜找個地方，慢慢認識 想拉一個混齡小群。 20歲到30歲，其實沒差幾歲， 但看世界的方式，好像有點不一樣。 週末有空的時候，一起： 桌遊｜別太認真，開心就好 聊聊哲學｜或聊聊廢話 爬山｜出點汗，換口氣 citywalk｜走哪裡算哪裡 或者其他活動 沒有固定流程，不搞形式主義。 只是想認識一些： 年齡不同、但頻道對得上的人。 meet up報名後會私訊你拉你進群 群裡面會時不時有活動通知 Age 20 - Age 30 | Finding a place to slowly get to know each other** I want to form a mixed-age small group. Being 20 - 30 years old isn’t that different, but the way we see the world seems a bit different. On weekends when we're free, let’s: - Play board games | Not too serious, just have fun - Discuss philosophy | Or just chat about random stuff - Go hiking | Get some exercise and fresh air - City walk | Just go wherever we feel like - Or engage in other activities There won’t be a fixed agenda, and we won’t engage in formality. just want to meet people from different ages who resonate with each other. Sign up on meet up and I will message you to let you join the group. There will be occasional activity notifications in the group. 活動所有內容請以中文版為準 Please refer to the Chinese version for all event details.

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

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

**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

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

**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)