Business Intelligence & Data Warehousing

HKGHH Event on Tue Jan 20th at Boomberang LKF (Partner's Event) HKGHH Event on Tue Jan 20th 7pm HKT at Boomberang LKF HK Build Your Own Client Base / Resource Networks FOR FREE:) \*Special Drink Discount for all Guests\* \*Extra Special Drink Discount for Lady Guests\* Hope to see you and your friends at 7pm in HKGHH Event:) Luma: https://lu.ma/hkghh Eventbrite: https://hkghhdeal.eventbrite.hk Event Venue: Address: Boomberang & Gram the Gourmet, LG/F, LKF Tower, 55 D'Aguilar Street, Central, HK https://maps.app.goo.gl/6zpArv2mtQobWtc36

Join us for an engaging session featuring Mr. [Arthur Chan](https://www.linkedin.com/in/arthur-chan-15570b5/), Founder and CEO of Snowball and Vice Chairman of [IAB Hong Kong](https://www.linkedin.com/company/iabhongkong/). In today's fast-paced business landscape, startups face a constant need to move quickly—while still building the foundations required for long-term growth. 𝐓𝐡𝐞 𝐁2𝐁 𝐆𝐫𝐨𝐰𝐭𝐡 𝐏𝐚𝐭𝐡𝐰𝐚𝐲: 𝐏𝐢𝐭𝐜𝐡, 𝐇𝐢𝐫𝐞, 𝐄𝐱𝐩𝐚𝐧𝐝 – 𝐌𝐫. 𝐀𝐫𝐭𝐡𝐮𝐫 𝐀𝐮 Date: 23 June 2026 (Tuesday) Time: 15:00 – 17:00 (Registration starts at 15:00) Venue: ARENA, G/F, Building 19W, HKSTP Register Here: [https://lnkd.in/gq9yxMzK](https://lnkd.in/gq9yxMzK) In this session, Arthur will draw on his hands-on experience to explore the practical challenges startups encounter at key stages of development. He will share tactical insights on how startups can refine their approach, build the right capabilities, and develop strategies to expand into new markets—turning growth ambition into measurable execution. Whether you are preparing for your next round, building out your team, or thinking about regional expansion, this is a great opportunity to gain fresh perspectives and actionable takeaways. Don’t miss out—secure your spot today and level up your startup strategy. Quota is limited, and the registration is on first-come, first-served basis. For enquiry, please send to [mentorship@hkstp.org](mailto:mentorship@hkstp.org).

Regular Wednesday Evening Happy Hour! Sharing interesting software development projects! Venue: A Private Lounge, Central, HK (PM to inquire exact venue) LKF Tower, 55 D'Aguilar Street, Central, HK Format: Cash Bar Basis (the event will follow Restriction Order of HK government) Who can join? Welcome experts coming from but not limited to below areas: > > Languages: C/C++/c#/Java/Python/MATLAB/R, etc > > Programming Technique: Full Stack development/ Database/ Game development/ Unreal Engine/ Unity Engine/ Data Mining/ AI/ Machine Learning/ Blockchain/ Crypto/ Algo Trading/ High Frequency Trading/ Scientific Research, etc.

**TecONE 分享會：企業拓展焦點 ‧ 「BUD 專項基金」優化措施** 有意進軍境外市場的創科、I&T相關企業，可善用政府資助，加速企業市場拓展進程、提升競爭優勢。「BUD 專項基金」優化措施即將實施，親臨**2026年6月23日《TecONE 分享會：企業拓展焦點 ‧ 「BUD 專項基金」優化措施》** 活動現場，率先掌握申請要訣，更快、更靈活地拓展境外市場。活動當日設有專屬諮詢區，把握機會與基金執行機構代表面對面交流，各項申請疑問直接為您解答！即時解鎖最貼身的資助消息及建議。 **活動亮點：** * 熱門政府資助計劃 * 「BUD專項基金」介紹及優化措施 + 成功案例 **日期及時間:** 23/06/2026 (星期二), 4:00 - 5:15pm **形式**: 實體活動 **地點**: 香港新界白石角香港科學園三期17W大樓 2樓 INNO 2 多功能室 2-3 **語言**: 廣東話 (輔以英語簡報材料) **免費活動** [Register NOW](https://hkstp.wufoo.com/forms/p1rq2o871hwfs3k/)

我地唔打錢, 打名次開心玩! 活動會track winning % (Win定義: 正數得分) 及第一名總次數. ⚠️⚠️⚠️ Hi 想提提大家只要響Meetup報咗名，我哋就當你會準備出席。如果嚟唔到麻煩廿四小時之前撳返not going. 大家都知道麻雀三缺一係玩唔到，如果任何人放飛機，另外嗰三個出席嘅朋友等同白行一趟, 所以我哋係一定會踢。用嚟保障返出席嘅朋友。 遲到⏰少少ok, 但半個鐘以上亦會被放進黑名單. 將心比己，大家都唔想去到發覺唔夠腳 / 大家都唔想準時到但係要坐響度等人半粒鐘 🙏 埸費: $100 (a free drink is included)[第一名可以轉幸運輪一次!] 比賽成績會計落我哋嘅小聯賽. 年終會有兩個冠軍🏆奬: (1)勝率冠軍 (2)第一名次數冠軍. 獎品會於我地Whatsapp 群內公布. (1)勝率: 勝率=勝出次數/參賽次數。（勝利定義: 得分係正數） 一年嘅賽季會分成四個quarter, 一月到三月為之1st quarter. 四月到六月為2nd quarter 如此類推。每個quarter會逐次加一埸參賽場次作為計名次門檻。例子：四月份開始，勝率計算只會計參賽咗兩場或以上嘅玩家。七月份只會計參賽咗三場。十月份計參賽咗四場。所以年終總排名每個玩家需要最少參賽左四場才符合計算資格。 (2) 第一名冠軍: 簡單計每局第一名次數最多者. 🔔 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: 105 🔔Follow我哋IG: mtboardgame / boardgame_hk

$20 for 2 hours

**Details** Date: 27 June 2026, Saturday Time: 15:00 – 18:00 HKT Venue: BC404, The Hong Kong Polytechnic University Capacity: 40 participants **Please make sure you fill in the google form https://forms.gle/ogJSHfruCnjHNisU6 for Poly University QR Code Access**. **Topics** **1\. Mind the Data Gap — Prize Ceremony & Winners’ Sharing** Speaker: Winning teams / participants Duration: around 15 minutes In our previous HKPUG workshop, participants worked in teams on a messy Hong Kong-inspired synthetic transport dataset. The data was intentionally corrupted with missing values, outliers, inconsistent categories, URL-encoded station names, confusing delimiters, and hidden signals. Teams had to clean the data and submit their work to a fixed black-box scorer to see whether their cleaning improved model performance. In this session, we will present the prizes and invite the winning teams / participants to share their approaches. We will cover: \- Prize ceremony for the workshop winners \- How participants approached the data cleaning challenge \- What kinds of hidden signals were found \- Common patterns and mistakes we observed \- What we learned from designing a gamified Python data workshop No model tuning. Just data rescuing. **2\. Python "Lies": Things That Are Not What They Seem** Speaker: Alex Au Duration: 15 minutes Python often reads almost like English — until it does something that is technically correct but completely different from what you expected. In this rapid-fire talk, Alex will uncover several Python-specific “lies”: late-bound lambdas in loops, mutable default arguments that remember previous calls, nested lists that secretly share the same rows, generators that disappear after one pass, the surprising meaning of for...else, and finally blocks that can rewrite a function’s ending. Each example begins with a short “guess the output” challenge, followed by an explanation of the Python behaviour hiding underneath. Things are not always what they seem. **3\. LEPAUTE Framework — FSD\-style Visual Perception with Lie Group Equivariant Attention** Speaker: Carson Duration: around 60 minutes LEPAUTE is a Python-based visual perception / machine learning framework originally motivated by Tesla FSD-style autonomous driving perception. Autonomous driving perception is not just about detecting objects in a flat image. A model needs to reason about movement, rotation, position, scale, and viewpoint changes while still understanding the same scene consistently. In this talk, Carson will introduce the motivation behind LEPAUTE, the core technical ideas, and how Lie group equivariant attention can be applied to 2D visual perception. The session will also include a live or prepared demo. This talk is suitable for participants interested in Python, machine learning, computer vision, autonomous driving perception, mathematical structures in AI models, and research-oriented software projects. Note: This is an independent technical sharing and **does not imply affiliation with or endorsement by Tesla**. **Rundown** 15:00 – 15:30 Registration and networking 15:30 – 15:45 Opening and HKPUG updates 15:45 – 16:10 Mind the Data Gap prize ceremony and winners’ sharing 16:10 – 16:25 Break and networking 16:25 – 16:40 Python "Lies": Things That Are Not What They Seem 16:40 – 16:50 Break and setup 16:50 – 17:50 LEPAUTE Framework technical sharing and demo 17:50 – 18:00 Open discussion, networking, and closing **Who should join?** This meetup is suitable for: \- Python developers \- Data scientists and machine learning practitioners \- Students interested in AI\, computer vision\, and data science \- Developers curious about autonomous driving perception \- Open\-source contributors \- Anyone interested in practical Python workflows \- Anyone interested in the Hong Kong Python community **Notes** \- This is a community meetup and is free to attend\. \- Seats are limited to 40 participants\. \- Please RSVP only if you plan to attend\. \- Campus access details will be shared with confirmed participants before the event\. \- Please help us keep the venue clean and restore the room setup before leaving\. Special thanks to The Hong Kong Polytechnic University and Prof. Zackary Sin for supporting the venue arrangement.

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

[ Join us ] Hello Everyone 👋🏼! This is the best awesome Group gaming in Hong Kong Let's get to know what's "The closest strangers, the best teammates ever" here\~🤼‍♂️ Team gaming, meet new people. Feel free to bring your TEAM! Friendly gaming mentality! \* When : Every Thursday \| From 8:00pm to 11:00pm Where : 3/F, West Wing, 66 Mody Road, Tsim Sha Tsui Centre, Tsim Sha Tsui East, Kowloon Fee : $400/person, Special offer for 2 ladies at $300/person Drinks : 2 classic cocktails/person Games : 3 bar games Guest : 24 guests (12 men and 12 ladies) max Prizes : CASH award for winner team Latecomers will just miss the games!!! \* [ Contact us ] First in first come! Registration and advance payment is required, you can ask through whatsapp chat https://wa.me/65398200

Please find the event details on the link(s) / 請點擊連結查看活動詳情: https://happywednesday.hkjc.com/zh-HK/ https://happywednesday.hkjc.com/en-US/schedule/

# 🎉【週末玩樂大型派對】！唔使約人，一個人嚟都玩得超開心🎊 🎤唱K x 🎱桌球 x 🎲 桌遊 x 🀄麻雀x 🎯鏢機 x 🎮 街機 x 👫識朋友 **如果有一個地方，你一個人嚟都唔會尷，玩住玩住就識咗班新朋友—你嚟唔嚟？** 🎪 6月27日，我哋包咗成個場等你嘅大型 Party Room，唔使硬 chat、唔使扮熟、唔使公開自我介紹， 玩住玩住，自然就熟絡 ✨由黃昏玩到夜晚，由陌生玩到熟絡✨👫👭👬 🔥 現場有咩玩？ 🎤 唱K： 同鍾意唱歌嘅朋友一齊唱，大展歌喉 🎱 桌球/鏢機： 手痕想切磋？隨時開波 🎮 街機遊戲： 大量好玩童年回憶遊戲 🎲 Boardgame： 輕鬆好玩 Party 類，輕策桌遊邊玩邊傾 🀄 麻雀： 假期點少得打牌？自動麻雀機準備就緒！ ✨特別安排 🚫 不需公開自我介紹。 🔄 Speed Social： 分組精簡快速交流，極速熱身，輕鬆認識其他參加者 🤝 破冰遊戲： 輕鬆好玩嘅互動 Game，零尷尬破冰 (約15分鐘，自由參與) 🍔 食物飲品安排(自費)： 自由度 Max！你可以： 1️⃣ 食飽先過黎 2️⃣ 現場同其他參加者夾份叫外賣 (一齊食最開心🍕) 3️⃣ 自備私伙美食/酒精飲品 (BYOB 🍻) 💬 一個人嚟？啱晒！ 👫👭👬 一班人嚟？仲爽！ 總之嚟到，包你玩到唔想返屋企！🎊 ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ 📅 日期：6月27日 (星期六) ⏰ 時間：5PM - 11PM (歡迎隨時加入或離場) 📍 地點：荔枝角 Party Room (近地鐵出口 2 分鐘步程，極速到達！) 👥 對象：80/90/00後 🔥 名額：限量 40 名 🎫 費用： ⚡Meetup優惠價(6月26日前)：$158/位 ✨ 女生優惠額外再減 $20/位 ✨ 2人或以上同行, 額外再減 $10/位 (價格或會因情況而向上調整, 以最後顯示價格為準) 正價：$220/位 ⚠️ 注意： 名額有限，請盡早報名留位。 如臨時嚟唔到，可轉讓位置比朋友。 #週末玩樂派對 #一個人嚟都OK #零壓力識朋友 #荔枝角好去處 #PartyRoom #唱K #桌遊 #麻雀 #週末唔再廢 #香港好去處 #性價比高 ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ **🎟️ 預約席位** 為確保男女比例平衡與社交質素，所有席位以收到轉賬確認為準。 * **查詢/報名 WhatsApp：** 91622624 * **一鍵報名：[https://wa.me/85291622624?text=我想報名參加6月27日週末玩樂派對](https://wa.me/85291622624?text=%E6%88%91%E6%83%B3%E5%A0%B1%E5%90%8D%E5%8F%83%E5%8A%A06%E6%9C%8827%E6%97%A5%E9%80%B1%E6%9C%AB%E7%8E%A9%E6%A8%82%E6%B4%BE%E5%B0%8D)** * \*參加者多於 whatsapp 直接報名, Meetup報名人數不準 **【轉賬方式】** * **PayMe 連結：** [https://payme.hsbc/kuuu](https://payme.hsbc/kuuu) * **FPS 轉數快：** 91622624 * *請於轉賬後 WhatsApp 截圖至 91622624 確認* ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ **🌟 關於 KAIROS 刻遇** 我們持續優化每一場聚會的質地，致力於在繁忙的都市中，為優秀的靈魂打造更舒適、更有深度的連結場域。 📅 刻遇日程 Jun 19 (Fri) 5pm-11pm：🏖️端午假期玩足 6 粒鐘！大型派對🎉 [https://www.meetup.com/kairos/events/315194816/](https://www.meetup.com/kairos/events/315194816/) Jun 20 (Sat) 5pm-12mn：🎤✨【7小時🎶唱K Party】👫👭👬✨🎉🥳 [https://www.meetup.com/kairos/events/315085059/](https://www.meetup.com/kairos/events/315085059/) Jun 27 (Sat) 5pm-11pm：🎉【週末玩樂大型派對】🎊 [https://www.meetup.com/kairos/events/315198026/](https://www.meetup.com/kairos/events/315198026/) Jun 28 (Sun) 4pm-10pm：🎤✨【6小時🎶唱K Party】👫👭👬✨🎉🥳 [https://www.meetup.com/kairos/events/315129600/](https://www.meetup.com/kairos/events/315129600/) Jul 1 (Wed) 5pm-11pm：🏖️七一假期玩足 6 粒鐘！大型派對🎉 [https://www.meetup.com/kairos/events/315195254/](https://www.meetup.com/kairos/events/315195254/) Jul 4 (Sat) 5pm-11pm：💘【週末配對玩樂派對】玩住玩住，可能就脫單！💑💖 [https://www.meetup.com/kairos/events/315310009/](https://www.meetup.com/kairos/events/315310009/) Jul 11 (Sat) 5pm-11pm：🎉【週末玩樂大型派對】🎊 [https://www.meetup.com/kairos/events/315309583/](https://www.meetup.com/kairos/events/315309583/) 🎟️ 報名與留位 名額稀缺，請透過 WhatsApp 或 Meetup 預約你的席位： 📲 WhatsApp 直接報名： [https://wa.me/85291622624?text=我想報名參加活動](https://wa.me/85291622624?text=%E6%88%91%E6%83%B3%E5%A0%B1%E5%90%8D%E5%8F%83%E5%8A%A0%E6%B4%BB%E5%8B%95) 期待在更趨近完美的時光中與你相遇。 「不為消磨時光，只為刻畫靈魂。」

Free monthly networking for Columbus business owners. Real conversations, real connections, no forced formats. Space is limited. RSVP now. Most owners leave networking events with a stack of business cards and no plan. The best leads quietly slip through the cracks. Networking Night is a monthly meetup for Columbus business owners who want to build real local relationships, not just trade contact info. Every kind of local business welcome. No pitch round, no pressure, no awkward speed-networking. **This month** We are focused on referral relationships. Walk in with a clear idea of who refers people like you. Walk out having met a few owners whose work fits next to yours. **What to expect** Doors open at 6 PM. You get real conversation with other local owners, time to actually connect, and a short marketing lesson woven in. The room is reserved through 7:30 PM. **Who this is for** Any local business owner who wants to grow through relationships, not just paid ads. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Last Thursday of every month * 6:00 to 7:30 PM * COhatch Easton * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local owners build the system that keeps their phone ringing, including tracking the referral relationships built in rooms like this one. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275](https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275)

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

**🌹 Orlando Singles Meet on Zoom: Live Speed Dating** No apps, no awkward bios. Just live one-on-one Zoom chats with Orlando singles picked for you. **What to expect:** - Register and take a short personality quiz - Jump on Zoom when the event starts - Meet singles in guided one-on-one rounds - Get your mutual matches by email afterward **Pick the age range that fits you:** → **Ages 18-32** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=18-32&face_v=8.0) → **Ages 30-46** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=30-46&face_v=8.0) → **Ages 40-58** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=40-58&face_v=8.0) → **Ages 55+** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=55+&face_v=8.0) > Note: clicking RSVP alone won't get you in. Register via your age group and take the quiz. Places fill up. Register, relax, and let the night do the work. 😊

Come join us for lunch together at Bendi Wok, one of my favorites!

Come and grow your business by meeting these other business professionals. We can help you expand your customers.