Parametric Modeling

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.

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

我哋會定期舉辦活動 會同步update Meetup亦都可以喺WhatsApp group約戰 WhatsApp group，可以比大家交流吓呢隻game，又可以傾吓波經，歡迎加入: https://chat.whatsapp.com/D8EoMkubCFNKCS1w5LqEkz p.s. 場地有貓貓，有貓毛敏感嘅朋友要注意哦 不過如果怕貓的朋友可以照樣參加，並通知我，我也可以另覓地方:)

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.**

# **德州撲克**（Texas hold'em，有時也簡稱為Hold'em或Holdem），簡稱**德撲**，是世界上最流行的公牌[啤](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B%5D%5D(https://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B%5D(https://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B)) "啤")衍生遊戲，也是國際啤比賽的正式競賽項目之一。[世界撲克大賽](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%89%91%E5%85%8B%E5%A4%A7%E8%B5%9B%5D%5D(https://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%89%91%E5%85%8B%E5%A4%A7%E8%B5%9B%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%89%91%E5%85%8B%E5%A4%A7%E8%B5%9B%5D(https://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%89%91%E5%85%8B%E5%A4%A7%E8%B5%9B)) "世界撲克大賽")（World Series of Poker, [WSOP](http://%5B%5Bhttps://zh.wikipedia.org/wiki/WSOP%5D%5D(https://zh.wikipedia.org/wiki/WSOP%5D)(%5Bhttps://zh.wikipedia.org/wiki/WSOP%5D(https://zh.wikipedia.org/wiki/WSOP)) "WSOP")）和[世界啤巡迴賽](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%92%B2%E5%85%8B%E5%B7%A1%E8%BF%B4%E8%B3%BD%5D%5D(https://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%92%B2%E5%85%8B%E5%B7%A1%E8%BF%B4%E8%B3%BD%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%92%B2%E5%85%8B%E5%B7%A1%E8%BF%B4%E8%B3%BD%5D(https://zh.wikipedia.org/wiki/%E4%B8%96%E7%95%8C%E6%92%B2%E5%85%8B%E5%B7%A1%E8%BF%B4%E8%B3%BD)) "世界啤巡迴賽")（World Poker Tour，[WPT](http://%5B%5Bhttps://zh.wikipedia.org/wiki/WPT%5D%5D(https://zh.wikipedia.org/wiki/WPT%5D)(%5Bhttps://zh.wikipedia.org/wiki/WPT%5D(https://zh.wikipedia.org/wiki/WPT)) "WPT")）的主賽事（Main Event）項目即是「無限注德州撲克」[\[1\]](https://zh.wikipedia.org/zh-hk/%E5%BE%B7%E5%B7%9E%E6%92%B2%E5%85%8B#cite_note-1)。 德州撲克是位置順序影響最大的啤衍生遊戲之一，每一輪的下注順序維持不變，它也是[美國](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E7%BE%8E%E5%9C%8B%5D%5D(https://zh.wikipedia.org/wiki/%E7%BE%8E%E5%9C%8B%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E7%BE%8E%E5%9C%8B%5D(https://zh.wikipedia.org/wiki/%E7%BE%8E%E5%9C%8B)) "美國")多數[賭場](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E8%B3%AD%E5%A0%B4%5D%5D(https://zh.wikipedia.org/wiki/%E8%B3%AD%E5%A0%B4%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E8%B3%AD%E5%A0%B4%5D(https://zh.wikipedia.org/wiki/%E8%B3%AD%E5%A0%B4)) "賭場")內最受歡迎的[啤](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B%5D%5D(https://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B%5D(https://zh.wikipedia.org/wiki/%E6%92%B2%E5%85%8B)) "啤")牌類遊戲，在美國以外的地區也十分流行，與[橋牌](http://%5B%5Bhttps://zh.wikipedia.org/wiki/%E6%A1%A5%E7%89%8C%5D%5D(https://zh.wikipedia.org/wiki/%E6%A1%A5%E7%89%8C%5D)(%5Bhttps://zh.wikipedia.org/wiki/%E6%A1%A5%E7%89%8C%5D(https://zh.wikipedia.org/wiki/%E6%A1%A5%E7%89%8C)) "橋牌")的流行程度相當。理論上，一桌同時最多可容納22位（若不銷牌則為23位）牌手，但一般是2〜10人一桌。 🔔 呢一局係自助局, 參加者需輪流take turn派牌! 我地唔玩錢, 冠軍有小回贈. 地址: 🛎️ 地址: 觀塘成業街 16 號怡生工業中心 A 座 2 樓 A2 室 🏢 費用: [$105, Meetup報名$100] Pay at entrance. 包飲品一盒, extra飲品每盒$5. 🔔 人多, 或員工/主持忙於教玩遊戲時可能沒暇收取場費, 請利用櫃面PayMe code/Ali Pay /FPS號碼自行支付. 如發現有故意走數情況, 會被放進Meeple Tree 黑名單. 🔔 場地沒有食物提供, 但歡迎帶外賣上來食. 🔔 宣傳其他場地/放飛機/遊戲過程中態度惡劣者會被放進黑名單. 🔔 入埸請除鞋. 埸內拖鞋祗供店內用, 請勿著出店外. 🔔 報名參加Meetup活動, 當系統問你"Are you bringing anyone"時, 如果你祗是一個人來, 毋須㩒+1 (+1代表會帶朋友來的意思). 🔔 我哋嘅活動主持人有時會因為工作或者學業關係臨時嚟唔到，Meeple Tree 保留臨時更換主持嘅可能性。🙏 🔔 本會因放飛機(活動開始前24小時內退出者)被移除人數: 102 🔔 Meeple Tree保留參加者名單最後決定權. 🔔 Follow我哋IG: mtboardgame / boardgame_hk \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 📣 我地成業街超抵Deal場地‼️ 星期一至四，$400 book 場玩6個鐘，book 晒成個場, 600尺空間自由玩！ 歡迎約埋啲朋友仔一齊上去玩啦！查詢預約：Whatsapp 6️⃣7️⃣9️⃣4️⃣1️⃣1️⃣6️⃣6️⃣

Hi All, I am Lawrence, Certified Animal Flow Level III iinstructor and Certified Personal Trainer from A.C.E.
Animal Flow is ground based movement. This system is designed to improve strength, power, flexibility, mobility, and coordination for all levels of fitness enthusiasts.
During this class I will introduce you to different animal flow movements, through these movements, we workout, stretch and create our flow together. A good way to enjoy this beautiful weather and understand our body.
Class Fee:150 per person
Please feel Free to Message me for any questions.
你好 我係Lawrence , Level 3 Animal Flow 同埋私人教練
可能好多人對動物流依個運動系統都好陌生，其實佢融入左好多模仿動物同埋唔同類型運動既動作，通過練習依啲動作，可以改善我地既力量，耐力，柔軟度，協調，穩定性等等。而且所有動作有各式既演變，適合不同程度既參與者！同埋最有趣既地方，就係好大既自由度，可以將各樣動作串連而成為一個好似舞蹈或者表演。
係班上，我會教大家各式既相關動作，無論你想鍛鍊或者伸展，都可以搵到適合你既野。一齊黎係陽光下既户外一齊玩啦！
費用:每堂150元
歡迎聯絡查詢。

(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

UPDATE: 狼人殺每局完後加5-10分鐘覆盤, 新手進步會快好多! 我地往後BB狼會預埋我地小樹Hosting 團隊一齊玩! 呢一局輪到 Cici! 培育狼group新世代! 中手肯包容新手也歡迎👏報名! \*\*\* 未玩過嘅全新手請準時, 我地會2pm開始教玩. 因為流程比較長, 所以開始咗教就不會重覆再為遲到嘅人再由頭開始教過. 🔔 準時開局. 唔會有凖時到場嘅人無了期等遲到嘅人嘅情況出現. 🔔 預準人數. 唔會有太多人/唔夠人/或需要輪流玩情況出現. 🔔 專人控場. 粗暴發言、鬧人、貼面、9玩者會被放進黑名單. 🔔 分開配置玩. 設有Level 1新手局、Level 2中手局. 🚫作弊（浪費大家時間） 🚫鬧人（冇人想放工特登走去俾人鬧） 我地響觀塘駿業里及成業街設有兩個狼人殺場地, 有興趣book埸玩狼請WhatsApp 6794 1166 / 6223 2379 🔔 費用: [$105 / Girls $75(Meetup報名平$5)] Pay at entrance. 包飲品一盒, extra飲品每盒$5. 🔔 場地沒有食物提供, 但歡迎帶外賣上來食. 🔔 宣傳其他場地/放飛機/遊戲過程中態度惡劣者會被放進黑名單. 🔔 入埸請除鞋. 埸內拖鞋祗供店內用, 請勿著出店外. 🔔 報名參加Meetup活動, 當系統問你"Are you bringing anyone"時, 如果你祗是一個人來, 毋須㩒+1 (+1代表會帶朋友來的意思). 🔔 我哋嘅活動主持人有時會因為工作或者學業關係臨時嚟唔到，Meeple Tree 保留臨時更換主持嘅可能性。🙏 🔔 本會因放飛機(活動開始前24小時內退出者)被移除人數: 102 🔔 Meeple Tree保留參加者名單最後決定權. 🔔 Follow我哋IG: mtboardgame / boardgame_hk

*🗡️ Discover the Art of Chinese Sword Dance! 🩰* *Beginner’s Class – No Experience Needed* Step into the graceful world of Chinese Sword Dance, where tradition meets movement. In this beginner-friendly class, you’ll learn: ✨ Fundamentals of Chinese Sword techniques in a dance-inspired style ✨ Basic Chinese dance movements to enhance coordination and flow ✨ Strength and flexibility training for arms, wrists, and fingers ✨ Footwork that tones and strengthens your legs ✨ A full-body workout that blends elegance with power The sword adds gentle resistance, turning each movement into a dynamic fitness experience. Whether you're exploring a new cultural art form or seeking a graceful way to stay active, this class is for you! **📍 *Location:* South Horizons Community Centre – 1F Activities Room** **🕒 *Time:* Tuesdays or Sundays, 6–7pm** **📅 *Date:* RSVP** **💰 Fee : 150/hr** **💬 *Contact:* WhatsApp 6523 0389** *Unleash your inner warrior with elegance and flow. Join us today!*

歡迎第一次玩想試下狼人殺玩家 或 中低配玩家報名 有專業MC教導🫶 學習 或 輕鬆遊玩🐺 12人上警局 🔥Whatsapp查詢及預約：http://wa.me/85255425264 ☎️Whatsapp：5542 5264

Hi All, I am Lawrence, YTT500hrs Yoga Teacher, Movement , Certified Animal Flow Level III iinstructor and Certified Personal Trainer from A.C.E.
Roll & Flow Is branch of soft acrobatics, we will explore differentnt technique eg floorwork, cartwheel, roll, kick etc to train our body and create a flow togetherher
Class Fee:150 per person
Please feel Free to Message me for any questions.
你好 我係Lawrence , yoga. Movement, lv 3 Animal Flow 同埋私人教練
將各樣動作串連而成為一個好似舞蹈或者表演。
係班上，我會教大家各式既相關動作，無論你想鍛鍊或者伸展，都可以搵到適合你既野。 

費用:每堂150元
歡迎聯絡查詢。

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

**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)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

PLEASE NOTE!!! This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch. All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing). \-\-\- On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends. All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here: [https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams) (Also please do subscribe if you have not done so!) No game development experience required! If you are interested in doing a 20 minute game development related presentation, please fill out our form online here: [https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1) Or e-mail us at info@thecogg.com with the following: Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact. Be sure to check out our Discord for real time news updates: [https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)

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 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)