Data Science

👉 **To join:** Please add Daisy on WeChat at **daisy00233** **We conduct all discussions over WeChat only.** Hello, my name is Daisy Wen. I studied English Literature as an undergraduate and later completed an LLB with the University of London. Beyond academics, I have a long-standing fascination with Chinese tea culture. In China, tea is far more than a beverage. It is deeply woven into history, daily life, etiquette, art, and philosophy. Even the Japanese tea ceremony traces its roots back to tea traditions of the Tang Dynasty. I am beginning to organize small, relaxed visits to tea farms for those who are genuinely curious about tea — how it is grown, harvested, processed, and appreciated. If you enjoy meaningful cultural experiences and good conversation over a proper cup of tea, I am forming a WeChat group for like-minded friends. Let us meet for a cuppa and see where the journey takes us.

Disconnect from the city, reconnect with yourself. Loft cabins, glamping vibe,western food and outdoor pool, just 1 hour from Shanghai by high-speed train, book any 3D2N from June–Sept, Solo travelers welcome! **Destination:** Moganshan, Huzhou City, Zhejiang Province **Date: June - Septmeber, 2026 (Flexible Dates Booking)** **Hiking Difficulty Rating:**★☆☆☆☆ Easy-The leisurely hiking in D1 is of low difficulty with around 1 hour **Day 1** **Arrival & Water Welcome** 🚄 12:12 – 13:21 \| High\-speed train from Shanghai Hongqiao to Deqing Station \(G687\) 🚗 30 min \| Complimentary hotel transfer → check\-in 🌿 Afternoon at leisure Recommended: Kayaking or paddleboarding on the lake (self-paid, ¥180/person) ☀️ Sunbathe by the outdoor pool 🍽️ Dinner at the western restaurant 🌙 Night \| Fall asleep to the sound of wind and crickets in your bamboo forest loft cabin **DAY 2** **Nature, Play & Bamboo Relaxation** 🌅 Morning Stroll or hike through bamboo trails Visit the Cuddle Zoo & kids' playground (free entry) 🏊 Afternoon Swim in the outdoor pool Cool off indoors with a hands-on craft workshop (air-conditioned, self paid) 🌿 Evening Bamboo forest sauna + bubble bath pool – deep relaxation 🍷 Dinner at leisure ✨ A quiet night tucked in the woods **DAY 3** **Morning Ride & Slow Departure** 07:30 - 9:00 Fresh mountain air with breakfast 🚴 Morning 2-hour easy cycling through bamboo fields and countryside paths 📖 Late morning Check out by noon Relax in the forest library or take a final stroll through the Rose Garden 🚗 After 16:00 \| Hotel transfer to Deqing Station 🚄 17:23 – 18:43 \| Train C2404 back to Shanghai Hongqiao 💰 **3D2N Huttopia Glamping & Wooden Cabin Retreat Pricing** 🏕️ **Glamping Tent** * June: **RMB 1,390** * July – August: **RMB 1,390** * September: **RMB 1,390** 🌲 **King / Twin Room Wooden Cabin** * June: **RMB 1,790** * July – August: **RMB 2,490** * September: **RMB 2,290** 👨‍👩‍👧‍👦 **Family Room Wooden Cabin** * June: **RMB 2,590** * July – August: **RMB 3,390** * September: **RMB 2,890** ✨ **Choose your stay:** 🏕️ Glamping Tent → Best value for nature lovers 🌲 King/Twin Cabin → Cozy private cabin for couples & friends 👨‍👩‍👧‍👦 Family Cabin → Spacious option for families or groups 📌 *Prices are per group for the 3 Days 2 Nights package.*

🔥 Feeling tired but wired? Your breath may be the missing reset button in the age of stress, distraction, and AI overwhelm. 🌿 💡In today’s fast-moving world of AI, constant notifications, work pressure, and mental overload, many people feel exhausted yet unable to properly switch off. Join Jason Ryer for a practical and beginner-friendly breathwork session designed to help you reduce stress, improve focus, restore energy, and calm the nervous system naturally. This interactive webinar explores how common breathing habits quietly drain energy, increase tension, and affect recovery. Jason will guide participants through simple breathwork techniques that can be used during work, stressful moments, or before sleep to create better self-regulation and mental clarity. If you are experiencing stress, burnout, anxiety, overwhelm, poor focus, or difficulty relaxing, this session will give you practical tools you can immediately apply in everyday life. 📅Join us this Sunday for “Stop Leaking Energy: A Practical Breathwork Reset for Stress, Focus, and the AI Overwhelm Era” with Jason Ryer, Founder of Zen Strength and Certified Breath Coach, for an interactive session on using breathwork to improve focus, reduce stress, and restore energy in modern life. **🎯Key Points / Takeaways for the Audience** • Understand how stress, shallow breathing, and constant stimulation keep the body stuck in “always on” mode. • Learn how breathwork can help calm the nervous system and improve mental clarity. • Experience a practical guided breath reset during the session. • Discover the difference between forcing relaxation and creating conditions for recovery. • Leave with a simple daily breath practice to support stress management, focus, and better recovery. • Learn practical tools that can help during work pressure, emotional stress, or mental overwhelm. **🎯Additional Key Points / Takeaways / Benefits** • Beginner-friendly and easy to follow. • Interactive live practice with real-time guidance. • Practical techniques you can use immediately at home or work. • Helpful for professionals, entrepreneurs, remote workers, and highly stimulated individuals. • Improve awareness of how breathing affects energy, focus, sleep, and emotional regulation. • Learn how to create a healthier “off-switch” after busy or stressful days. • Live Q&A opportunity with Jason Ryer. **About the Speaker** Jason Ryer is the Founder of Zen Strength, a Performance Nervous System Coach, Certified Breath Coach, and Bulletproof Human Potential Coach based in Chiang Mai, Thailand. After spending more than 15 years in technology and consulting, Jason rebuilt his own health through breathwork, cold exposure, and nervous system training. Today, he helps high performers, founders, entrepreneurs, and remote workers stop feeling “tired but wired” and recover more effectively through practical nervous system tools and breathwork methods. Jason has guided more than 2,000 people through breathwork and cold exposure experiences. **Contact Details** Email: jason@jasonryer.com Website: https://jasonryer.com Facebook: https://www.facebook.com/jasonryer Instagram: https://www.instagram.com/zen.strength/ **⏰June 14, 𝟐𝟎𝟐𝟔 (𝗦𝘂𝗻𝗱𝗮𝘆), 𝟭.𝟱 𝗛𝗼𝘂𝗿** 5:00 PM GMT+8 China 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 now!

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

I will organize a go meeting on every sunday night near nanjing east road. The cafe is nice and i will bring one board with me at the first meeting. Beginners are welcome. I will show the basic rules. Do suggest you add my wechat 864324659 and I can know your levels to find opponents.

Hi There, 60+ Expats, Tourists, and locals join us to make new friends, have fun and learn new things, stay in 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 hosts ticket you bought to check in & get a wristband C. Get your first free welcome drink, or order something else you’d love to have D. Grab seats, make a self-introduction, start topics discussion, and at 4:15 PM stand-up free networking chat → **Costs & Payment methods :** **Online on WeChat mini-program (Get ￥10 Refund on-site** if you RSVP 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: 15026652832 to score tickets via WeChat Mini Program. Registration is valid after payment is 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:** **3:00-3:30 pm,** (@Eric with a word of I’ll be late on group chat if u arrive during 3:30-4:00 pm, **Do Not accept any check-in after** 4:00 **pm**) Plz don’t forget to update your RSVP to free up space if you can’t make it anymore, thanks. **l Venue:** **TsingTao 1903 Beer Bar（Jing An Temple Branch）** → **l Address:** No. 315 Yuyuan Rd, Jing’An District, Shanghai → **l Subway:** **Exit 1 of Jing An Temple station of Line 2，7，14** → **l Event Time: 3:00 - 6:00 PM** Every Sunday（Plz arrive on time or a bit early， leave anytime) → 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 Any questions Just add **Eric's WeChat: 15026652832** \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* If you would miss Saturday’s event, feel free to join our Friday (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. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 感谢了解我们活动，如果你的英语已经达到能进行基本日常生活、工作交流水平，并希望持续保持活跃度，你就来对地方了。 \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 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: **Eric - WeChat:15026652832 或** **小红书 搜 language Exchangers Shanghai** 周日活动： @活动地点： TsingTao 1903 (愚园路店) @活动地址： 上海市静安区愚园路315号1楼103室 @活动时间： 每周日下午3:00-6:00（可提前5-10分钟到场，随时离场） @交通方式： **2，7，14 号地铁 到 静安寺 地铁站下 从1号口出 步行5分钟** \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 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！ \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 欢迎参加周五晚场次（链接如下） https://www.meetup.com/language-exchangers-shanghai/events/

小红书RedBook: TomEvents. 微信公众号wechat offical account: TomEvents. wechat:lzy9138 First i should let you know That our Time and location could be changing from Time to time,sometimes we don’t update the information here in meetup, so pls add my wechat:Lzy9138 to confirm before you come, I’ll also add you in our wechat group where you ‘ll get the latest notifications Hi There, Welcome to our language exchange party Our Event is devided into 3 parts. 1.Get your drink, grab a seat, and free talk 2.Hosting Part.(Ice-breaking Game,Lucky Draw etc.). Within half an hour. 3.Networking, Board Games, Industry Exchanges and mingling.different areas will be set, everyone Stand up, hold your drink and move freely~ About 1.5 hour **How does it work：** A. Done RSVP on meetup & payment before coming over B. Use wechat to scan our QR code to check in & get a bracelet C. Get your first free drink. D. Grab a seats and follow the flow. **Costs & Payment methods :** **Online on WeChat mini-program 快团团** Ticket Price Varies from ￥39.9-78 若想获得活动通知 最新照片，或其他疑问欢迎加 管理员微信入群: **Tom-WeChat:lzy9138** **小红书/微信公众号：上海英语角TomEvents** 周六活动： @活动时间Time： 每周六下午Every Saturday afternoon 3-6pm \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 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！ \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*

dear all, We will move to Bailian Zhongshan BEFORE jing’an opens. Welcome to join us Please confirm with me first before you signed up My WeChat is ellenliu12345 60rmb for 2 hours , 6 people share a court 小伙伴们， 所以我们在静安开放之前将会在百联中环打，欢迎加入我们

what is the best way to spend your weekend ? come to join us for badminton to have fun! please prepare racket by yourself , shuttlecock will be provided , add my WeChat : ellenliu12345 to sign up by our WeChat group . 60 RMB for 2 hours , we play double for fun game , 6 people share one court

what is the best way to spend your weekend ? come to join us for badminton to have fun! please prepare racket by yourself , shuttlecock will be provided , add my WeChat : ellenliu12345 to sign up by our WeChat group . 60 RMB for 2 hours , we play double for fun game , 6 people share one court

**\*\*About Activity\*\*** Unlock the flavors of authentic Chinese cuisine in our exclusive Private Cooking Class! Learn to create irresistible dishes like Kung Pao Chicken and Shepherd's Purse Wonton using traditional techniques that bring bold, fresh flavors to life. **\*\*Highlights\*\*** \*\*\*\*\*Kung Pao Chicken highlights the bold and exciting flavors of Sichuan cuisine, where tender chicken is stir-fried with a medley of crunchy peanuts, fresh vegetables, and fiery Sichuan peppercorns. With its origins in Sichuan province, Kung Pao Chicken showcases the art of combining bold flavors with a satisfying crunch, making it a beloved classic in Chinese cuisine. \*\*\*\*\*Shepherd's Purse Wonton presents a delicate yet flavorful blend of traditional Chinese ingredients, with plump wontons filled with fragrant Shepherd’s Purse leaves, minced meat, and seasonings. The wontons are gently steamed or boiled to perfection, it highlights the harmony between fresh herbs and tender fillings, making it a cherished comfort food with a timeless appeal. **\*\*About Chef\*\*** \- Chef Tony Jiang Founder & Director of Chinese Famous Media Chef Michelin\-Star Restaurant Associator Principle Director of Zwilling Gourmet SchoolVice President of Disciples Escoffier China Awards: \- 2025 Michelin Bib Gourmand Hong Kong \- 2021 Outstanding Chef of the Year\, The Best Restaurant Awards \- 2019 Authoritative Chef of the Year The Best Restaurant Awards\- 2017 Best Contributor Discuples Escoffier China Delegation \- 2015 French Gastronomic Spirit \- Sopexa **\*\*Itinerary\*\*** \- 4:45pm: Gathering & Introduction \- 5:30pm: Chef's Demostration \- 6:30pm: 3\-4pax/station\, each team to prepare \- 7:00pm: Food appreciation & Photo Taking **\*\*Detailed Info\*\*** **Time&Date: 16:30 - 19:00 Every Wednesday & Sunday, 2026** **Meet up Location:** Jing An Temple Metro Station (Line2) Exit 1 **Activity Duration:** 2 - 3 Hours **Price:** 500 RMB / Pax **Group size:** 4-20 People **What's included in the price:** · Food Ingredients · Cooking Utensils · Apron · Tableware · Chef instruction service · Complimentary Water + Soft Drinks · First-Aid Kit **What's not included in the price:** · Your own expenses **\*\*Trip Inquiry\*\*** Telephone/WhatsAPP:0086 15001791355 Wechat: OKDealTravel Email: [contact@okdealtravelchina.com](http://mailto:contact@okdealtravelchina.com/) **\*\*Full payment** is required when signing up for this activity. If cancel above 3 days prior to departure, full refund will be offered; if cancel 0-3 days prior to departure, 100rmb cancellation fee will be charged.

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!

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!

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

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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)

**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

Pickleball \| Singles \| 20s\, 30s\, 40s \| Ditch the Apps\. Hit the Courts\. DateColumbus Pickleball League **8 Weeks of Singles Pickleball - you joining us?!** Summer is calling, and we've got better plans for you than swiping right. DateColumbus's Pickleball League is back — 8 weeks of casual open play, rotating partners, new connections, and honestly? A really good time. Whether you've never held a paddle in your life or you've been playing for years, this league was built for you to show up, get moving, and meet people IRL. **Never played before? You're in the right place.** For the first three weeks, we'll have on-site instructors ready to walk you through the basics in the first 30 minutes — no experience needed, no pressure, just good vibes and a little coaching. Our volunteers are also on-site every Monday to get you settled on the courts, introduce you around, and make sure you leave with at least a few new faces in your contacts. **How it works:** We run open play — meaning you'll rotate courts AND partners throughout the night. Winners stay for one round before rotating, so there's always someone new to meet, rally with, and maybe grab a drink with after. Maximum mingling. Maximum fun. **[Ticket & Registration is linked here!](https://www.eventbrite.com/e/summer-pickleball-but-everyones-single-datecolumbus-tickets-1990356562056?aff=oddtdtcreator&keep_tld=true)** **What's included:** * Paddles available every week (or bring your own!) * Locker room on-site * Full restaurant + bar at Paddle Taps * Every Monday, 6:00–8:00 PM for 8 weeks * Eat, drink, and mingle during and after play * **Ready to meet your pickleball partner (and maybe more)?** Grab your spot now — courts fill up fast and so do summer schedules, see you soon :)

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. 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.