Data Science

http://photos4.meetupstatic.com/photos/event/6/2/2/2/600_423565122.jpeg Dramamoves.com is dedicated in providing personal service to individuals and entrepreneurs in the area of Contemporary Life , Design and Art. We hand pick the best product and import them from abroad . We hold events in our invitation venue which is just located behind Plaza 66. You are largely welcome to drop in our event or just come by to have a look. For reservation, Please call 021-62579568 to find out more ! or Wechat ID: DM_Hotline Talk to you soon ! http://photos4.meetupstatic.com/photos/event/7/3/a/c/600_423569612.jpeg

Join us for a simple chat over some hot water for general Business networking - Fintech, Ecommerce, and Startup talk. You NEED TO add my WeChat ID: cerentine, to confirm your event attendance. If you do not, your RSVP will NOT be accounted for as there is only limited space.

Events are postponed due to covid Join our wechat community and group for online networking and resource sharing! - add the organizer wechat: cerentine

Meet other local people interested in Language Exchange: share experiences, inspire and encourage each other! Join our Shanghai Language Exchange group. Do you speak Spanish🇪🇸, French🇫🇷, German🇩🇪, Hebrew, Portuguese🇵🇹, Italian🇮🇹, Russian🇷🇺, Japanese🇯🇵, Korean🇰🇷, Chinese🇨🇳, Arabic🇦🇪 or English🇬🇧🇺🇸?Practice your Spanish, French, German, Hebrew, Portuguese, French, Italian, Russian, Japanese, Korean, Chinese, Arabic, and English All language levels are welcome! Follow us for upcoming events! 请关注近期精彩社交活动！ 微信公众号 WeChat Official Account: 说会英语 手机（同微信号）Phone Number (Same for): +8617317121983 WhatsApp/WeChat：17317121983 📆周日Sunday, 🟢English Talkspace🟢 ⏰:14:00-16:00 🏠 3/F, No.399 Nanjing West Road, Huangpu District Tomorrow Square, Shanghai:🏠南京西路399号3楼【机遇中心 X-Meta bar】 [https://maps.app.goo.gl/thznK3L37XFo6sTF8](https://maps.app.goo.gl/thznK3L37XFo6sTF8) 📆Wednesday 🟢English&Chinese Talkspace🟢 🎟#小程序://互动吧/SXwE0VoPIcGgHVI ⏰19:00-21:00 📍 📆周五Friday, 🟢Language Exchange🟢 🎟#小程序://互动吧/TOXhHCiaBlNSkgr ⏰Time: 19:00---21:40 🏠上海市静安区新闸路1788号3层 3F，No.1788, Xinzha Road, Shanghai [https://maps.app.goo.gl/cdqiGUASXAvjFmPN6](https://maps.app.goo.gl/cdqiGUASXAvjFmPN6) [WhatsApp Group：https://chat.whatsapp.com/BRscBnmLynICxeOQycSvWq](https://chat.whatsapp.com/BRscBnmLynICxeOQycSvWq) 🎫：Early-bird: 40 RMB = 6$ 【set going before 】 normal 50 RMB = 7$ At the Door 60RMB = 8$【At the door buy 】 📆Saturday 【周六】Fudan 🟢Talkspace International Students Language Exchange 复旦同济留学生交流会🟢 ⏰:19:00-22:00 【Saturday】 🏠: 复旦科技园副楼一楼 📍No 11, Guotai Road,Yangpu District, Shanghai WeChat：17317121983 WhatsApp：+8617317121983 https://wa.me/8617317121983 [https://maps.app.goo.gl/bmf1TkzZ45SUR2nX8](https://maps.app.goo.gl/bmf1TkzZ45SUR2nX8) #公众号：说会英语 #视频号：说会英语 #小程序://互动吧/h1LX5oWSDmgO10v #小程序://微博/H1VOJN21MjI0Tjx #公众号：说会英语 #视频号：说会英语 #小红书：说会英语 #微 博：说会英语 #战略合作：复旦科技园 Fudan University Science Park 戏外书店 Obook X-meta 说会联盟

Add wechat ellenliu12345 if you want to join the event! sign up in advance is necessary.Welcome join us 50rmb for 2 hours , prepare racket by yourself

## Time & Location Multiple Dates Available Tibet Autonomous Region ## About the event ## About the event **2026 Full Year Plan (15D14N)** **Destination:** Lhasa · Yamdrok Lake · Shigatse · Everest Base Camp · Mount Kailash (Kora) · Manasarovar A once-in-a-lifetime spiritual + adventure expedition across the Tibetan plateau. ## 2026 Group date & price ### Standard Season **Apr 28 – May 12** **May 8 – 22** **May 17 – 31** **May 29 – Jun 12** **Oct 11 – 25** **Oct 18 – Nov 1** Price: **14,960 RMB** Single Supplement: **2,750 RMB** ### Saga Dawa Festival (Peak Spiritual Season) **May 24 – Jun 7** Price: **16,460 RMB** Single Supplement: **3,710 RMB** ### Summer Season **Jun 6 – 20** **Jun 11 – 25** **Jun 15 – 29** **Jun 22 – Jul 6** **Jun 29 – Jul 13** **Jul 5 – 19** **Aug 21 – Sep 4** **Aug 29 – Sep 12** **Sep 8 – 22** **Sep 12 – 26** **Sep 19 – Oct 3** Price: **15,990 RMB** Single Supplement: **3,050 RMB** ### Peak Summer Season **Jul 17 – 31** **Jul 22 – Aug 5** **Jul 31 – Aug 14** **Aug 6 – 20** **Aug 15 – 29** **Sep 26 – Oct 10** **Oct 4 – 18** Price: **16,880 RMB** Single Supplement: **3,250 RMB** ✨ Dates in red are confirmed groups ## What's included: · Tibet Travel Permit + all required permits · 15 days private local transport (7–23 seater with AC) · Airport pick-up & drop-off (designated timing) · 14 nights accommodation (hotel + guesthouse, twin sharing) · All entrance tickets listed in itinerary · English-speaking Tibetan local guide · Meals: 9 breakfasts, 1 lunch, 1 tea break, 1 dinner · Travel insurance · Oxygen bottle, mineral water & first-aid kit ## What's not included: × Flights to/from Lhasa × Main meals during the trip × Single room supplement × Personal expenses & unexpected costs ## TRIP AT A GLANCE: ### **Day 1 · Lhasa Arrival (3650m) ✈️** 🏨 Gang-Gyan Hotel Lhasa or similar 🚌 70km · 1hr ### **Day 2 · Lhasa City Exploration 🏯** ✨ Drepung Monastery ✨ Sera Monastery (Monk Debate) 🏨 Lhasa ### **Day 3 · Lhasa Cultural Icons** ✨ Potala Palace ✨ Jokhang Temple ✨ Barkhor Street ✨ Sweet Tea House Experience 🏨 Lhasa ### **Day 4 · Lhasa → Yamdrok Lake → Gyantse → Shigatse 🌊** ✨ Yamdrok Lake ✨ Farmhouse Lunch ⛰️ 3650–5030–3600m 🚌 360km · 8hrs 🏨 Shigatse ### **Day 5 · Shigatse → Tingri → Everest Base Camp 🏔️** ⛰️ 3600–5200m 🚌 340km · 8hrs 🏨 Rongpuk Guesthouse ### **Day 6 · EBC → Saga** ✨ Pekutso Lake ⛰️ 5200–4510m 🚌 380km · 7hrs 🏨 Saga ### **Day 7 · Saga → Tarchen (Kailash Base)** ⛰️ 4600m 🚌 490km · 8hrs 🏨 Tarchen ### **Day 8 · Kailash Kora Day 1 🥾** Tarchen → Driapuk 🥾 13km · 5hrs ⛰️ 4675–5210m 🏨 Monastery Guesthouse ### **Day 9 · Kailash Kora Day 2 (Hardest Day)** Driapuk → Dzultripuk 🥾 24km · 10hrs ⛰️ up to 5630m 🏨 Guesthouse ### **Day 10 · Kailash Kora Day 3 → Manasarovar 🌊** 🥾 12km · 4hrs ⛰️ 4600m 🏨 Hotel ### **Day 11 · Tarchen → Saga** 🚌 490km · 8hrs 🏨 Saga ### **Day 12 · Saga → Kyirong** ⛰️ 4510–2800m 🚌 200km · 3hrs 🏨 Kyirong ### **Day 13 · Kyirong → Tingri** 🚌 260km · 5hrs 🏨 Tingri ### **Day 14 · Tingri → Lhasa** 🚌 \~500km 🏨 Lhasa ### **Day 15 · Lhasa Departure ✈️** ## Additional Info: · Group Size: Small group expedition · Accommodation: Mix of hotels + guesthouses · Difficulty: Challenging (high altitude + trekking) · Experience Style: Spiritual, adventure, pilgrimage ## Notice: · High altitude trip (max \~5630m) — acclimatization required · Travel permits required (handled by us) · Itinerary may adjust due to weather or road conditions ## Things to note before joining: · Risk of altitude sickness (prepare medication if needed) · Basic conditions at Everest Base Camp & Kailash · Long travel hours daily · Weather can be extreme (cold + strong sun) ## What to bring: · Passport (VERY important) · Warm layered clothing 🧥 · Hiking boots 🥾 · Sunglasses & sunscreen · Lip balm & moisturizer (very dry climate) · Personal medication · Snacks & energy bars ## Contact Us Telephone/WhatsApp: +86 15001791355 WeChat: OKDealTravel Email: [contact@okdealtravelchina.com](mailto:contact@okdealtravelchina.com)

🚀Still stuck in the same patterns? The real reason isn’t what you think—and it’s not discipline. 💡Real, lasting change doesn’t begin with motivation—it begins beneath your conscious awareness. In this powerful session, Harald Bartisch reveals why so many people stay stuck in repetitive behaviors despite their best efforts to change. You’ll explore how unconscious patterns, emotional triggers, and identity shape your decisions—and how these hidden drivers keep you in familiar loops. Instead of forcing change through willpower, this session introduces a more natural, effective approach grounded in NLP and practical psychology. Whether you're a coach, leader, or someone committed to personal growth, you’ll gain tools to recognize, interrupt, and transform these patterns—creating deeper, more sustainable results for yourself and your clients. 🗓️Join us this Sunday, **May 10, 2026**, for “**Breaking the Loop: How Real Change Happens Beneath Conscious Awareness**” with **Harald Bartisch**, and discover how to create real, lasting transformation from within. 🎯 **Key Points / Takeaways for the Audience** ✅ Understand why change feels difficult—and why it’s not about lacking discipline ✅ Learn how to identify and break unconscious patterns that keep you stuck 🎯 Additional Key Points / Takeaways / Benefits ✅ Reframe change as a natural and achievable process ✅ Gain simple, practical tools for lasting transformation ✅ Support clients in moving beyond resistance more effectively ✅ Develop deeper awareness of how identity and emotions shape behavior ✅ Build confidence in guiding personal and professional change **🎤ABOUT THE SPEAKER🎤** Harald Bartisch is an experienced coach and consultant with over 30 years in engineering and industrial leadership, including 20+ years managing production companies and teams in China. Today, he brings that depth of real-world experience into coaching, helping individuals break unconscious patterns and create meaningful transformation. As an NLP Master Practitioner and ICF Coach, Harald is passionate about guiding people to reconnect with themselves and move forward with clarity and purpose. **CONTACT DETAILS** **Email**: harald.bartisch@bbasci.com **Wechat ID**: message3334 **Facebook**: https://www.facebook.com/harald.bartisch **Website**: https://www.bbasci.com ⏰**May 10, 2026 (Sunday), 1.5 Hour** 5:00 PM GMT+8 China/Indo/PH 7:00 PM GMT+10 Australia 5:00 AM GMT-4 New York 11:00 AM GMT+2 Barcelona 📌For first-time attendees please scan the QR code on the flyer or click the following link to register and become part of our enriching live discussion, all at no cost: https://adriancahill.agilecrm.com/forms/6002900926529536 📌Zoom Link: https://zoom.us/j/86301571361 Log-in: 86301571361 Password: #motivate 🔗 Secure your spot and register now!

Connect with fun-loving, young-at-heart single players (ages 20–45) at a relaxed, board games-inspired evening. Talkspace help visitors, international friends, business professionals, and newcomers integrate into local life, explore local culture, and build language and emotional connections. Talkspace 帮助新到一个城市的旅游者、出差者、工作者能够更加快速的融入到这个新的城市和了解更加地道的当地文化。致力于帮助个人培养语言、沟通能力。建立人与人的语言链接与情感链接空间。 目前我们已经在中国6个城市 组织社群语言活动 🇳🇱🇦🇷🇬🇭🇿🇦🇧🇩🇫🇯🇦🇪🇷🇺🇵🇦🇯🇲🇵🇪🇵🇷🇹🇷🇬🇷🇺🇦🇦🇿 🍹🍻🥤🧉🍹🥤🥂🍇🍒 现场也会有一些零食和水果 There will also be some snacks and fruits available. 🎫：【All Tickets Includes One Drink】 STUDENT学生票¥30 【Show Us your Student Card or ID】 EARLY BIRD早鸟票¥40 = 6$ 【set going On meetup before is early bird 】 REGULAR 预售票¥50 = 7$ AT DOOR现场票¥60 = 8$【At the door buy 】 🍹🍻🥤🧉🍹🥤🥂🍇🍒 📆Saturday 【周六】Fudan Discount ticket特惠¥ 25 only tonight 🟢Talkspace International Students Language Exchange 复旦同济留学生交流会🟢 ⏰:19:00-22:00 【Saturday】 🏠: 复旦科技园副楼一楼路演大厅 📍No 11, Guotai Road,Yangpu District, Shanghai WeChat：17317121983 WhatsApp：+8617317121983 [https://wa.me/8617317121983](https://wa.me/8617317121983) [https://maps.app.goo.gl/bmf1TkzZ45SUR2nX8](https://maps.app.goo.gl/bmf1TkzZ45SUR2nX8)

**Bringing Dubai AI weekly AI energy to ShanghAI (上海):** 我们每周六 19:30 线下聚会。 This is a casual, high-bandwidth gathering for AI programmers, founders, and the AI-curious (对 AI 好奇的朋友们). No prior background required—探索如何用好 AI，而不是被它取代。 📱 Stay Connected / 保持联系 Join our shared global community to stay synced on tools, locations, and updates: * **WhatsApp (Global Community):** [https://chat.whatsapp.com/EJv3nAlirgr7IGWxhvqmNV](https://chat.whatsapp.com/EJv3nAlirgr7IGWxhvqmNV) * **WeChat/QQ Group (Weekly Update):** [https://qm.qq.com/q/EEKnU4Sp7q](https://qm.qq.com/q/EEKnU4Sp7q) * **Meetup Pages:** [https://www.meetup.com/shanghai-ai](https://www.meetup.com/shanghai-ai) [https://www.meetup.com/dubai-ai](https://www.meetup.com/dubai-ai) ### 📍 The Venue / 活动地点 We start with focused discussions and transition to the city's nightlife energy after the bookstore closes. * **19:30 - 21:30:** Local Book Store (Check WeChat group for this week's specific hidden gem). * **21:30+ After-Hours:** We move to **4 Heng Shan Lu, Xu Hui Qu (衡山路4号，徐汇区)**. This is a lively, expat-friendly bar street—perfect for "terrace" networking and neighborhood-style food. * **Cost:** Free (Come as a regular customer). ### 🌍 Global Context / 全球联动 ShanghAI is a direct sister hub to the **Dubai AI (DIFC)** and **MumbAI AI** chapters. We are building a global “AI-agentic social marketplace” community—从上海到迪拜，从线下 meetup 到线上工具 ( GetPaidX.com / DubaiAI.vip ). GetPaidX.com — Publish Your Professional 24/7 AI Workspaces, Get Funded. *** Reply with a comment below or visit the scratchpad at **[https://dubaiai.vip/profile/dubai-ai-vip@outlook.com](https://dubaiai.vip/profile/dubai-ai-vip@outlook.com)** to add ideas for our next meeting: * **How to get paid by fans & clients:** Discussions around app payments and global payouts. **Stripe API (US)** vs. **WeChat Pay/Alipay (China)** vs. **RazorPay (India)**. Navigating taxes and cross-border financial regulations. * **How to get closer to creators & developers:** Insights into local Xuhui business networks, Shanghai co-working spaces, and regulated industries (Education/Healthcare). What products do local customers actually want? * **How to share revenue with influencers:** Partnering with local creators on **Xiaohongshu (小红书)**, Instagram, or YouTube to distribute and market AI products. * **How to save time via AI Agents:** Setting up **OpenAI Codex CLI**, **Google Gemini CLI**, **Anthropic Claude Code**, or **Google Antigravity** to delegate tasks directly from your terminal. *Add your own ideas and discussion topics to the scratchpad link above...*

▶️ What we do / 我们聊什么？ 我们不仅有AI活动 还有AI 茶话会 AI路演 还有复旦 大学创业 AI 项目展示 We meet to talk about AI and its impact on daily life and business（人工智能如何影响我们的生活和商业）. Instead of worrying about being replaced by AI，我们一起探索： How to benefit from AI, not be replaced by it （如何用好 AI，而不是被它取代） Fun side projects, startup ideas, and real use cases Tools, prompts, agents, automation… anything AI ▶️ Open, casual, for everyone / 轻松开放，欢迎所有人 Every Saturday 7:30pm, Anyone is welcome to: give a short talk or demo（欢迎闪电分享 / 小分享） share a story or idea about AI or just come, listen, and chat over coffee 无论你是开发者、创业者、学生、设计师、投资人，还是刚开始对 AI 好奇，这里都有适合你的位置。No prior AI background required. 🏠: 复旦科技园副楼一楼 📍Fudan science park ▶️location video guide： [https://maps.app.goo.gl/bmf1TkzZ45SUR2nX8](https://maps.app.goo.gl/bmf1TkzZ45SUR2nX8) 🎫：Early-bird: 35 RMB = 5$ 【set going before 】 normal 40 RMB = 6$ At the Door 50RMB = 7$【At the door buy 】 #公众号：说会英语 #视频号：说会英语 #小程序://互动吧/h1LX5oWSDmgO10v #小程序://微博/H1VOJN21MjI0Tjx #公众号：说会英语 #视频号：说会英语 #[小红书：说会英语](https://www.xiaohongshu.com/user/profile/5f2ccb430000000001000244) WeChat：17317121983 【Please be sure to add us to get the latest information】 Language Exchange - YouTube 🔴Facebook group: https://www.facebook.com/groups/languageexchangeshanghai 🔴Whatsapp group which you can join here: https://chat.whatsapp.com/BRscBnmLynICxeOQycSvWq 🇬🇧🇺🇸🇳🇱🇦🇷🇬🇭🇿🇦🇧🇩🇫🇯🇦🇪🇷🇺🇵🇦🇯🇲🇵🇪🇵🇷🇹🇷🇬🇷🇺🇦🇦🇿🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳

f you are looking to get most of your night I highly suggest you to join a Bar hopping tour where you will enjoy the night live and make new friends. Tour Details: Price: 199 RMB Duration: 3 hours Inclusions: English speaking guide, 2 free shots, 4-5 bars Meeting Point: Chicken&egg No291 fumin road Meeting time: 8PM Contact: Please add Wechat 13052007784 or call this number directly to book your tour. Bar crawls can be a fun and exciting way to explore a new city or nightlife scene, but they can also be challenging if you're not prepared. Here are some tips to help you survive a bar crawl: Read The Communication Beforehand: we will send out information to you via email before the Crawl to know where and when to go to check in and register. Arrive On Time: If you arrive late to registration you might miss out on some of the fun. Pace Yourself: It's essential to pace yourself and drink responsibly during a bar crawl. Stay Hydrated: Drinking plenty of water can help you stay hydrated and reduce the risk of a hangover the next day and help with your overconsumption of alcohol during the Crawl. Eat Beforehand: Eating a substantial meal before the bar crawl can help absorb alcohol and prevent you from getting too drunk too quickly. Dress Comfortably: Wear comfortable shoes and clothing that allows you to move freely and stay cool. Stay Safe: Stick together with your group, and make sure to have a designated driver or plan for transportation at the end of the night. Conclusion In summary, a bar crawl is an event where a group of people visit multiple bars or pubs in a single night. And it can be a great time as you travel from bar to bar. Now that you know what the bar crawl experience is all about, you can make your crawling experience even more fun by join us

### **Please contact me using WhatsApp or WeChat** ***My WhatsApp is +86 13917794769*** **My WeChat** gd-karen The meetup platform does not work well in China. **Hi, my name is Karen. I graduated from the University of Nottingham in England. I currently run a 3D printing workshop just minutes away from Nanjing Road Pedestrian Street.** **If you are in the area and into 3D printing, you are very welcome to drop by to have a look. My friends and I also organize some of the most engaging and well-curated Meetup events in Shanghai, and we would be delighted to have you join us.** **Add my WhatsApp and let's connect!**

**Note: This event is being promoted across multiple channels, so the number of attendees will be much higher than what is shown on Meetup. We expect around 40–60 guests.** Saturday, May 9th join us for Saturday Night Social for 20s-30s Global Professionals 上海，总有一些人值得遇见 也总有一些夜晚值得期待 五一假期归来 5月9日，周六晚 我们邀您来到这场 魔都新一代社交之夜 购票链接 TICKET LINK [https://yoopay.cn/event/17854921](https://yoopay.cn/event/17854921) This night is for Shanghai's rising generation in their 20s and 30s — from everywhere, doing everything. Tech, AI & creative professionals, freelancers, entrepreneurs, founders, digital nomads, influencers, content creators, global citizens. You name it. 本次活动专为沪上20s和30s的城市精英设计：来自各个行业和各个背景的朋友、科技、AI、创意、创业者、投资创业相关人士、自由职业者、数字游民、自媒体人、全球视野者，都将在这里汇聚 We'll be at batt bott bistro on Dagu Road, right in the heart of Jing'an's nightlife scene. Vintage meets modern. The vibe is right, so is the company. 活动将来到位于静安区夜生活聚集地大沽路的弈樽坊，在这个复古与现代交织的空间里，有着恰到好处的社交氛围 Come mix with international professionals across industries. A drink, a conversation, and maybe a new connection. See you there! 与具有国际化背景的伙伴齐聚，把时间交给一杯酒、一段对话，或者一个志趣相投的新朋友。期待届时与你相见！ Global · Curious · Connected Dress Code: Smart & Casual Recap 往期视频回顾 WHEN 5月9日，周六 Saturday, May.9 晚上7点半至半夜 7:30 pm-midnight WHERE 弈樽坊 batt bott bistro 上海市静安区南京西路街道大沽路428号一楼 No.428 Dagu Road, Jingan District, Shanghai 弈樽坊的经营业态，贯彻了Well-being概念，一种多维度的理想生活状态。它与强调瞬间幸福的happiness不同，Well-being更注重持续且永恒的幸福感，以及发自内心的平衡和安宁。在这里，人不仅是消费者，更是生活者！“弈樽坊”三个字，不仅是店名，也代表着我们的三大核心业态。弈为棋牌；樽为酒吧；坊为饭店，同时也蕴含了弈樽坊对品质的极致追求。弈樽坊一楼为中西融合餐厅，我们以Well-being为理念，严格把控食材品质。好的食材和烹饪技术只是服务的一面，而美味健康的道路永无止境；高素质的服务，对我们来说更是考验。 门票 ADMISSION 票价包含一杯酒水（或软饮） Entrance Fee includes One Drink Early Bird Ticket 早鸟票 Sign up before 11pm, May.4 5月4日23点前报名（周一） Single Ticket 单人价 RMB 88 /person 每位88元 Prepaid Ticket 预购门票 Sign up before 7:30pm, May.9 5月9日7点半前报名（周六） Single Ticket 单人价 RMB 118 /person 每位118元 Ticket on spot 现场支付 RMB 138/person 每位138元 购票链接 TICKET LINK [https://yoopay.cn/event/17854921](https://yoopay.cn/event/17854921) WeChat 联系微信：shfun_official WeChat Official Account 微信公众号: ShanghaiFUN上海

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.

**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)

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'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

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)

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.

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220