Cassandra

This is a group for anyone interested in learning Chinese, including oral Chinese ,business Chinese ,HSK. And on every Friday night we do Chinese Corner,greetings,learning part, language exchange, free talk,games etc. Btw, coffee,drinks are on the side. all skill levels are Welcome!! It’s a great chance to make international friends ,and learn about other cultures . Looking forward to seeing you:-) WeChat : ZoeMandarinClass 喜欢外语的朋友欢迎加入我们！既能练习第二语言，又能结交一些新朋友，感受不同国家的文化和习惯！欢迎大家!

Suzhou Creek and North Bund Walking Tour Come with me for a stroll along my favorite part of Suzhou Creek and North Bund, passing numerous historical sites and culture landmarks while enjoying some natural peace and quiet at the same time. The entire route is about 5 kilometers long and aims to lead participants in reading architecture, appreciating culture, and engaging with history and meet and greet new friends on the tour.. Suzhou Creek, the biggest tributary of the Huangpu, runs through central areas of the city and stretches from the Outer Ring to the Bund. Suzhou creek waterfront has been revitalized in recent years to provide uninterrupted walking paths, new gardens and ample resting areas. The riverbanks in Huangpu District, about 3 kilometers from Chengdu Road Bridge to Waibaidu Bridge near the Bund, has become a pedestrian-favored corridor Let us enjoy the enchanting scenery of the Suzhou Creek not only on foot, Waibaidu Bridge （Garden bridge） This is China’s first all-steel bridge and, in Shanghai style, lights up in different colors in the evening. This steel bridge from 1907 is one of a few unequal height truss bridge in China. It played a part in numerous books and movies With its rich history and unique design, it is a symbol of ShanghaiSimply enjoy the walk on the wooden deck of this old bridge Suzhou Creek holds a special place in the hearts of Shanghai residents. The region's silks and ceramics were carried along the Maritime Silk Road in the Tang Dynasty (AD 618-907), and centuries later the area became an early industrial hub of the city. Since Shanghai was forced to open its port in 1843, the creek has been the backdrop for dramatic landmarks in the city's history. It was the scene of wartime suffering and the birthplace of China's earliest national industries. North Bund offers innovation, history, stunning skyline views Shanghai’s riverside areas have already been transformed with greenery and walking paths, shikumen residences are being renovated, and the historic North Bund is becoming the city’s “most beautiful parlor.” Let's have a walk along North Bund, a gem with stunning views of the Lujiazui skyline, plenty of thrilling adventures to get up to, and countless photo-worthy moments waiting for you to capture.

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

Hosted by **Dasein Institute**, Join our daily online mindful practice program for timeless Chinese classical wisdom. ## Schedule (China Time) **Monday – Thursday: 20:00 – 20:30** Collective bilingual recitation of Confucian & Daoist classics, including *The Analects*, *Tao Te Ching* and other ancient Chinese scriptures. **Friday: 20:00 – 20:30** Guided reflection, group discussion and sharing on how to integrate ancient wisdom into daily life, achieve inner transformation, and consciously reshape your life path. ## Program Overview This is a structured daily practice circle from Monday to Friday, designed for global learners. Through consistent recitation, stillness practice, and weekly reflection, we anchor our mind in the present moment, absorb the essence of Eastern philosophy, and turn ancient teachings into tangible real-life changes. We explore both Confucian wisdom and Daoist philosophy, practice mindful presence, and build inner stability through short, daily half-hour sessions. No prior knowledge is required. All sessions are held fully online. ## Program Investment **Monthly Plan: $80 USD per month**; **Annual Plan: $800 USD per year** (Save $160 with yearly enrollment) The monthly fee grants you full access to all weekday daily recitations and Friday discussion sessions, as well as entry to our exclusive global community. ## What You Will Gain * Daily 30-minute mindful bilingual recitation (Mon-Thu) * Weekly guided group discussion & life application sharing (Friday) * Inner calm, focused awareness and mental stillness * Practical methods to apply classical wisdom into everyday life * Tangible inner transformation and conscious life reformation * Access to the private global like-minded community of Dasein Club All sessions run online, with no geographical limits. Seekers from all time zones are welcome to join.

Hi There, Every Friday 40+ Expats, Tourists, and locals join us to make new friends, have fun and learn new things, stay company and share views and opinions on different topics. Don't worry about your language level or being new, Hosts will welcome you warmly at the venue and introduce you to a few other attendees so long as you come early. You'll soon feel at home!! **We have our area booked for Meetup. Please ask the cafe staff for language Exchangers Shanghai, they will help you find us.** → **Special thanks to our partners** **HSBC,** a British [universal bank](https://en.wikipedia.org/wiki/Universal_bank) and [financial services](https://en.wikipedia.org/wiki/Financial_services) group headquartered in [London](https://en.wikipedia.org/wiki/London), England, with historical and business links to [East Asia](https://en.wikipedia.org/wiki/East_Asia) and a [multinational](https://en.wikipedia.org/wiki/Multinational_corporation) footprint. It is the [largest Europe-based bank by total assets](https://en.wikipedia.org/wiki/List_of_banks_in_Europe), ahead of [BNP Paribas](https://en.wikipedia.org/wiki/BNP_Paribas), with US$2.953 trillion as of December 2021. **italki**, the global language learning platform offering 1-on-1 online lessons with qualified native-speaking teachers → **How does it work：** A. Done RSVP on meetup & payment before coming over B. Show the host ticket you bought to check in & get a wristband C. Order one drink at least before taking a seat D. Grab seats, make a self-introduction, start topics, then free chat with other folks. Change seats once in the middle of it → **Costs & Payment methods :** **Online on WeChat mini-program (\*\*\*Get ￥10 Refund on-site** if you RSVP before Thursday 11:59 PM on meetup) **Female** ￥40 / person ( Only 15 Early bird Spots ) ￥50 / person **Male** ￥50 / person ( Only 15 Early bird Spots ) ￥60 / person \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **At Door** ￥70/ person(all genders) \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **Add Eric's Wechat ( Shmeetup ) to score tickets via WeChat mini program. Registration is valid after both RSVP and payment are made.** \*\***All tickets include one free drink** \*\*Refunds only if the event is canceled. Your credit will be switched to the very next event on the same day of next week once only if couldn't make the one which u already paid for → **Check-in Time:** **6:45-7:45 pm,** (@Eric with a word of I’ll be late on group chat if u arrive during 7:45-8:15 pm, **Do Not accept any check-in after 8:15 pm**) Plz don’t forget to update your RSVP to free up space if you can’t make it anymore, Thanks → **Event time:** **7:00-9:40 PM Every Friday** → **l Venue:** **Leclair de Genie 闪电巴黎 ( 5th floor of Réel Mall 芮欧百货五楼** **)** → **l Address:** 1601 Nanjing Rd (W), Jing'An district, Shanghai, China → **l Subway:** Exit 4 of Jing' An temple station of **Line 2/7/14** We’d also love to know what you expect from this group, and what types of activities you’d be into. open to all propositions for the meet-ups activities By participating in our events, you agree to be photographed and/or filmed. The photos and videos will be shared on our social networks You may be removed from the group if rude, aggressive, harassing, or coming only to date If you have any questions Just add **Eric‘s WeChat: 15026652832** If you will miss Friday’s event, feel free to join our Sunday (Link below) https://www.meetup.com/language-exchangers-shanghai/events/ \*\*\* Disclaimer： Each person who participates accepts responsibility for making their own determinations and for their own safety, conduct, and well-being; recognizes that possibly attend activities, and agrees to participate solely at their own risk. The hosts shall not be held liable for any inconvenience, accidents, rescues, injuries, etc. \*\*\* \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 若想获得活动最新照片，或其他疑问欢迎加 管理员微信入群: @活动地点：**Leclair de Genie 闪电巴黎** @活动地址： 上海市静安区南京西路1601号**芮欧百货五楼** @活动时间： 每周五 晚7:00-9:45（请提前5-10分钟到场） @交通方式： 2/7/14号地铁 到 静安寺地铁站 下 从4号口出步行3分钟 即到 \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 免责声明： 本活动本着自愿参与的原则，参加活动者视为具有完全民事行为能力的人（18岁以上公民），对于任何原因造成的人身财产等一切伤害和损失完全自行负责，活动主办方不承担任何责任。所有现场参加者默认同意并接受本声明！ \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 欢迎参加周日场次（链接如下） https://www.meetup.com/language-exchangers-shanghai/events/

Hi there, Welcome to join our group to practice the new language with new friends. WeChat: ZoeMandarinClass

Chinese Corner in Jing an(Line 7 Changping Lu station) Please free free to join us. All levels are welcome! Don’t worry about your Chinese level, we have mandarin teachers here to help you, any questions free to ask. More informations Welcome to add WeChat : ZoeMandarinClass

小酌消烦暑，人间正清欢 周末的时光，不应该空白！ 炎炎夏日 | 微醺才是打开盛夏的正确方式 遇见·城市部落诚挚的邀请您参加： 和新老朋友一起假期小酌，邂逅漫时光。酒到微醺，开启夏日的时尚社交！ 邀清风作陪，与明月对饮 这一刻，是独属于你的微醺！ 时间：晚7:30-10点 地点：Calypso地中海酒廊 报名费含指定鸡尾酒或葡萄酒，啤酒一杯 Meetup Citywalk invite you to join our Holiday drink & mingle with fellows at Calypso Lounge this Saturday evening. Meet and mingle with fellows, enjoy a drink or two and have fun! Don't be afraid to come alone. You'll make new friends quickly. See you there! Ticket price RMB 68 including one drink(Cocktail or wine, beer)

**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: * **X / WhatsApp (Global Community):** [https://x.com/i/chat/group_join/g2054363861009207629/6Bz8S3Q21T](https://x.com/i/chat/group_join/g2054363861009207629/6Bz8S3Q21T) (better) [https://chat.whatsapp.com/Kkpjn6ycJr1A2x1JqJceM9](https://chat.whatsapp.com/Kkpjn6ycJr1A2x1JqJceM9) Free :-) * **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...*

Get ready creative writers! Inkwell is proud to announce Sunday Scribbles, our latest event for the Shanghai writing community. Sunday Scribbles is a low stress gathering for your Sunday afternoon creative writing. Join us to work, chat, and write to your heart's content. (Mostly write, though). Add Ryan (WechatID: texaswriter) to figure out where we are meeting this week and to ask any questions. I don't keep Meetup very up to date and everything Inkwell does is organized through wechat groups, so even if the number of attendees is low, there's likely an event still going on. Add Ryan, and you can join the wechat group where everything is happening. Some Frequently Asked Questions: What do we do here?: Mostly write and work quietly with some chatting What to bring?: Something to work on What we don't do?: Edit things for you, serve as writing consultants What does it cost?: Free, but please order something to support the venue. What is Inkwell?: There's a lot of information about the workshop located on the website: www.inkwell.asia. Meet Writing Workshop veterans and other Workshoppers for the latest info on writing prompts and activities. It's also the perfect chance to make the Sunday night deadline for that week's Writing Workshop. Sunday Scribbles is organized by Paula Willis who has been in Shanghai since early 2018 and a member of the writing group since fall 2019. Bring something to write with and we'll see you there!

▶️ 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)

We are delighted to introduce **Dasein Saturday Lunch Gathering**, born from our deep exploration of the sacred bond between food and spiritual practice. This is a weekly bilingual gathering for mindful connection, hosted in our private kitchen and exclusive lounge. Closed to the general public, each session is limited to just 15 seats to ensure an intimate atmosphere — and every plant-based meal is specially crafted by a **Michelin-starred chef**, blending nourishment with culinary artistry. Our guests are like-minded souls who pursue spiritual growth, inner awakening, and conscious living. Connection • Culture • Wellness • Awakening — these are our core values and shared purpose. ## Why Plant-Based? More people are moving away from animal products and embracing sustainable living—not as a passing trend, but as an inner awakening. Drawing on holistic wisdom from Dr. John Dingyi Young, Anthony William, Dr. Greger, Dr. Xu Jia, and the profound insights of *Man’s Higher Consciousness*, we journey from physical healing to expanded awareness. This is far more than “what we eat.” It is about honoring our bodies, respecting the planet, and cherishing the life in every bite. Our lunch gathering is a gateway: through mindful eating, we nourish the body, heal the soul, and awaken to a more conscious way of living. ## Event Details: **Time**: Saturday\, April 25 \| 12:00–14:00 **Location**: Kingboard Plaza, 269 Tongxie Road, Changning District, Shanghai **Language**: Bilingual (English & Chinese) **Fee**: No registration fee; minimum one plant-based set meal (¥158) order per person. **Capacity**: Limited to 15 guests **Register with Wechat：cizaiyingyu** Crafted by a Michelin-starred chef, this meal may well be the start of your new awakening.

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! 📆Saturday 【周六】 🟢 International Students Talkspace留学生交流会🟢 🎟#小程序://互动吧/Sl7QHUqQbsY1pHC ⏰:19:00-22:00 【Saturday】 🏠: 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) Talkspace help visitors, international friends, business professionals, and newcomers integrate into local life, explore local culture, and build language and emotional connections. Breaking language barriers · Creating spaces for dialogue. Through cultural exchange and interactive communities, we connect the world, helping people quickly integrate into new cities and experience authentic local culture. By combining linguistic, physical, and cultural spaces, we promote both cultural development and individual growth.

We are delighted to introduce **Dasein Saturday Lunch Gathering**, born from our deep exploration of the sacred bond between food and spiritual practice. This is a weekly bilingual gathering for mindful connection, hosted in our private kitchen and exclusive lounge. Closed to the general public, each session is limited to just 15 seats to ensure an intimate atmosphere — and every plant-based meal is specially crafted by a **Michelin-starred chef**, blending nourishment with culinary artistry. Our guests are like-minded souls who pursue spiritual growth, inner awakening, and conscious living. Connection • Culture • Wellness • Awakening — these are our core values and shared purpose. ## Why Plant-Based? More people are moving away from animal products and embracing sustainable living—not as a passing trend, but as an inner awakening. Drawing on holistic wisdom from Dr. John Dingyi Young, Anthony William, Dr. Greger, Dr. Xu Jia, and the profound insights of *Man’s Higher Consciousness*, we journey from physical healing to expanded awareness. This is far more than “what we eat.” It is about honoring our bodies, respecting the planet, and cherishing the life in every bite. Our lunch gathering is a gateway: through mindful eating, we nourish the body, heal the soul, and awaken to a more conscious way of living. ## Event Details: **Time**: Saturday\, April 25 \| 12:00–14:00 **Location**: Kingboard Plaza, 269 Tongxie Road, Changning District, Shanghai **Language**: Bilingual (English & Chinese) **Fee**: No registration fee; minimum one plant-based set meal (¥158) order per person. **Capacity**: Limited to 15 guests **Register with Wechat：cizaiyingyu** Crafted by a Michelin-starred chef, this meal may well be the start of your new awakening.

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

## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL

**Our May novel is: *The Quiet Librarian* by Allen Eskens** **This month’s book is set in the 20th century and mixes historical fiction with suspense and thriller elements. It also centers on women’s stories and relationships. The novel is 368 pages in print or 8 hours and 12 minutes on audiobook.** Hana Babic is a quiet, middle-aged librarian in Minnesota who wants nothing more than to be left alone. But when a detective arrives with the news that her best friend has been murdered, Hana knows that something evil has come for her, a dark remnant of the past she and her friend had shared. Thirty years before, Hana was someone else: Nura Divjak, a teenager growing up in the mountains of war-torn Bosnia—until Serbian soldiers arrived to slaughter her entire family before her eyes. The events of that day thrust Nura into the war, leading her to join a band of militia fighters, where she became not only a fierce warrior but a legend—the deadly Night Mora. But a shattering final act forced Nura to flee to the United States with a bounty on her head\*\*.\*\*

How do we recover from having had a toxic or narcissistic ex? How do we move on from the past, especially something as traumatic as a divorce or breakup? How do we avoid anxiety and depression? How do we have more self esteem? In this meeting, you will learn the mental health secrets to help you quickly get over the past and heal your mind. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Dianetics & Scientology life improvement center.

**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

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.