Rust

**Welcome to Badminton Social (羽球匯友) Meetup!** Join us for regular badminton, social meetups, and a great time on the court around Caulfield. Let's build a welcoming badminton community and make some amazing memories together! Whether you are a beginner or a pro, this event is perfect for anyone looking to stay active, make new friends, and enjoy some friendly plays. Our group is made up of both local and international members, creating a diverse and welcoming atmosphere for everyone to join in. Not only will you have the chance to improve your Badminton skills and stay fit, but you'll also have the opportunity to connect with like-minded individuals who share a passion for healthy living and staying active. Come and be a part of our community in Melbourne, where friendships are made on and off the court. **Details as below:** When: 16 May, this Saturday Time: 5pm - 6.30pm Where: Monash Sport Caulfield (1-min walk from Caulfield Station / free parking around the Station) Fee: $12 per head (PayID to the organizer) *#Limited spots - first come first served (RSVP)* *#Please bring your own racket(s); or you can rent it from the Centre (if needed)* ***#Please kindly update your RSVP as soon as possible if you need to cancel, so hopefully others can still get a spot to join. Cancellations within 24 hours or no-shows will be charged the full rate - Many thanks for your understanding and cooperation.*** *#Please let the organizer know after the first play, if you'd like to play regularly with the group ongoing and enjoy exclusive offer - Organizer will add you to our Whatsapp group for the regulars :)* *DISCLAIMER:* *By* *attending any event hosted by this Meetup group, you acknowledge and accept that participation involves inherent risks, including injury or loss of property, and you assume full responsibility for your safety. The organizers are not liable for any damages, injuries, or losses that occur, regardless of cause. You agree to follow any event guidelines, act responsibly, and understand that you are responsible for your own well-being. By attending, you accept these terms.*

How about we kick off the best day with a jog and coffee together? Trust me, you won't want to miss out! 🏃‍♂️Training menu🏃‍♂️ Every Sunday 8:00~ Fed Square Assembly 【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】 If you have luggage, please consider using the lockers at the station. 💥40~60 min Jog+Walk Pace: Easy pace, suitable for beginners. If you got tired, let's walk together. 【schedule】 8:00 Gathering 8:10 Start 9:00 End of training Challengers we are waiting for you 😊

**Welcome to our Saturday Social + Language Exchange Meetup 🌍** We meet at **The Oxford Scholar, 427 Swanston Street (Melbourne CBD).** We ask that you **pay $3 at entry**. *** ### 💬 Find your people (New!) Looking to practice a specific language? Post in the discussion using: * **#LearnSpanish** * **#LearnEnglish** * **#TeachEnglish** * **#LearnJapanese** * etc. 👉 This helps others find you faster and makes it easier to connect. *** ### *** ### ⏰ What to expect We consistently have **100–120 attendees** every Thursday (across multiple Meetup groups). People arrive at different times — **best time to come is between 6PM and 9PM.** Come solo or with friends — most people come alone and join conversations naturally. *** ### 🌏 Who attends? A mix of: * Native & non-native English speakers * International students * Backpackers & working holiday travellers * Professionals & expats * Local Australians You’ll meet people from: Europe, China, Japan, Korea, Latin America, and more. *** ### 🗣️ Why join? 👉 A relaxed, social way to practice English 👉 Meet people from around the world 👉 No pressure, no structure — just conversations *** ### 🍕 FREE DRINKS & FOOD FOR FRIENDLY VOLUNTEERS! We’re looking for **friendly volunteers** to help welcome newcomers and keep the vibe social. 👉 You’ll get: * Free drinks (beer/soft drink) * Food (pizza, wedges, etc.) * A fun team to hang out with No experience needed — many of our volunteers are **first-timers too**. Interested? 👉 [www.Linguas.au/Volunteer](www.Linguas.au/Volunteer) *** 📲 **More info:** [https://instagram.com/Linguas.AU](https://instagram.com/Linguas.AU) or **@Linguas.AU**

这周六晚上，我们想尝试一次轻松一点的文学小聚。这一次不讨论指定书目。欢迎你带上一本最近在读、想读、重读，或者只是很想分享的书，一起来聊聊。如果有实体书，也非常欢迎带来。 * 最近有什么句子打动了你？ * 为什么会开始读这本书？ * 最近的你，正在被什么主题吸引？ * * 日期：2026年5月16日（周六）7:00–9:00 PM * 地点：Nunawading Community Hub（墨尔本） * 报名：微信jeswang18，免费

No agenda. No awkward intros. Just good people. Just Gutsy is a weekly meetup for solo travelers, nomads and locals who love meeting them, a simple way to find your people in a new city. Who comes: Solo travelers in transit · digital nomads · curious locals who love meeting travelers What to expect: casual and self-led · small group energy · show up, talk to someone, see where it goes Not sure how to talk to strangers? I put together a set of questions that actually make it easy — find them here: [justgutsy.com/icebreakers](http://justgutsy.com/icebreakers) The only things you need to do: → Comment below so others know you're coming → If plans change, update your RSVP → When you arrive: comment "Here, [what you're wearing]" so people find you When & where: • Every Sunday · 4PM local time Meetup.com sometimes shows a different timezone — ignore it, it's always 4PM where you are • Location: in front of the Dolphin Fountain (inside Fitzroy Gardens) Join Just Gutsy → [justgutsy.com](http://justgutsy.com/) · Early members get lifetime premium access to the app

Join us for a relaxed **Sunday afternoon** of Mahjong and Cantonese language practice in the heart of Melbourne! Whether you're a Mahjong player, learning Cantonese, or simply want to meet new friends in a social setting, this event is designed to be fun, welcoming, and interactive. 📍 **Location:** Melta Mahjong House (Melbourne CBD) 💰 **Cost:** Pay your own venue/game fee( $16 per table per hour) 👥 **Group Size:** Limited seats available — please RSVP early ✨ What to Expect: • Casual Mahjong games (all levels welcome) • Cantonese conversation practice • Friendly social atmosphere • Meet new people interested in culture & language 🎯 Who Should Join: • Mahjong lovers • Cantonese learners or native speakers • Social singles & friends looking for a relaxed weekend activity 🀄 Beginners are welcome — learning together is part of the fun! ⚠️ Please note: * Respectful and friendly behaviour is expected. * Please update your RSVP if your plans change. Looking forward to seeing you at the table!

Join us for a friendly and relaxed English meetup in South Melbourne! This gathering is perfect for anyone who wants to practise English, meet new friends, and feel part of a welcoming community. Whether you’re an international student, new to Melbourne, or simply looking to connect with others, you’ll find a supportive space to learn and grow. Each week, we run **two simple sessions**: **Daily English**, where you learn useful everyday vocabulary, and **Learning English from the Bible**, where we explore short passages in clear, beginner-friendly English. You’ll also meet people from different cultures and enjoy meaningful conversations in a warm, inclusive environment. Come along, make new friends, and enjoy learning English in a place where everyone is welcome. We’d love to meet you!

There have been some requests in the group for an afternoon tea, so here’s a really unique one! Oxi Tea Room was awarded one Hat this year and delivers an incredible afternoon tea experience. Here’s an example video of one of their previous menus: https://www.instagram.com/reel/DIA3AtEh4bf/?igsh=MW5lN3ZmaGxkeHFwag== The new menu titled ‘Hatched - The Loop’ has just been released (menu here: https://drive.google.com/file/d/1cO4e2-mPF2ZE_C6Pce3FTallVZGlP1nJ/view) and I have booked this for 6 Fine Diners to enjoy from 12pm on Sunday 17 May. The price is $128 per person and includes a tea and a welcome drink. You can purchase additional teas/drinks on the day if you wish. 

Join the waitlist to express interest. Once I have names in the waitlist, I’ll send you a ‘Meetup Message’ to confirm you have a spot and how to pay. You’ll need to send me the full cost of $128 to secure your place as this is charged for cancellations. Once paid I’ll move you from the waitlist to going. Please check that you don’t have your settings blocking messages; if I can’t contact you I’ll have to move on to the next person. Also if you don’t respond to my message within 3 days, I’ll let you know that I’m offering the seat to the next person on the waitlist. 

Thanks and I’m looking forward to trying this beautiful-looking afternoon tea with you!

Due to popularity, we are doing another walk, talk, lunch and coffee, this time as requested, in the city. Fitroy Gardens. Ticket here: [Walk, talk and lunch - Fitzroy Gardens](https://www.trybooking.com/DMDSE) Meeting at Kere Kere Green cafe, on the grassed area. It's a nice open space to meet, mingle, talk before making our way around the gardens, over to The Tan and back. Meeting at 10:30am, starting walk around the gardens at 11am, walk shall take about 70 mins, to then make our way back to Kere Kere Green Cafe. Grab your coffee as we meet and then lunch once we make it back. The cafe has seating inside/outside or we can stand on the outside grassed area. There is prospect of rain but come prepared with umbrella and rain coat. If it is too wet, we can just stay at cafe for a coffee. Dogs welcomed! Please do NOT be late, smell of alcohol/be hungover (Sober Sunday) or have bad BO. Being a Sunday, there should be parking around, plenty of public transport options as well. Your ticket goes towards the associated costs of running the group and it is ONLY $5! ## Date

**HIKE OVERVIEW:** **The Castlemaine to Maldon Rail Trail is a 16.7km, moderate hike which runs parallel to the Victorian Goldfields Railway. It passes through bushland, farmland and some gold-era historical sites.** **We will start and meet at Castlemaine Train Station and walk towards Maldon. Our route will take us via Muckleford Train Station.** **We will return back to Castlemaine aboard the steam train operated by the Victorian Goldfields Railway. This historic railway served rural Victoria from 1880 through to the 1970’s and has been restored to its former glory.** **Excursion class one way tickets are $37 ($32 concession) and once you have confirmed your attendance, I will advise here in comments when to book your one-way ticket from Maldon. Please wait for the go-ahead to book your tickets as the event may be suspended if we don’t attract enough interest.** ***when advised*** **you can book your tickets at the following link:** [Book train ticket](https://secure.vgr.com.au/BookingCat/Availability/) **USEFUL LINKS:** **For more details on the route including the gradient involved please see the links below.** [https://www.alltrails.com/en-gb/trail/australia/victoria/railway-track-maldon-to-castlemaine?sh=uoghfo](https://www.alltrails.com/en-gb/trail/australia/victoria/railway-track-maldon-to-castlemaine?sh=uoghfo) [https://www.vgr.com.au/](https://www.vgr.com.au/) **Lunch** **Lunch: In Maldon we will stop for lunch at the Maldon Hotel, 58 Main St.** [Maldon Hotel](https://www.google.com.au/search?client=safari&hs=mGY&sca_esv=b3ca9c57de57aa89&channel=41&biw=393&bih=641&sxsrf=ANbL-n5zcNoRt1nlnk20vEuCOQZJ3tv4UQ%3A1778719407548&kgmid=%2Fg%2F1tdfyvxv&q=Maldon%20Hotel&shem=rimspwouoe&shndl=30&source=sh%2Fx%2Floc%2Fact%2Fm4%2F3) **BEING PREPARED:** 1. **Arrange your transport** 1. **Check the weather forecast** 1. **Suitable footwear / clothing** 1. **Plenty of water / food / snacks** **RSVP’s / START TIME:** **Plans change, but please keep your RSVP up to date to allow others the chance to attend. Aim to arrive 15 minutes before the start time and message if you are running late. Remember that phone reception won't always be available so contact me as soon as possible if required.** **NOTIFICATIONS:** **All notifications will come via the Meetup app. Ensure you have enabled alerts & check the app in the lead up to an event. Notifications may include; comments, instructions & cancellations.** **QUESTIONS:** **Please feel free to post any questions.**

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

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

Join us as we get together to see the top-reviewed comedy-drama, I LOVE BOOSTERS! The film comes from writer/director Boots Riley and follows a group of shoplifters who take aim at a cutthroat fashion maven. Here are details, trailers and our plan for this event: DESCRIPTION: The film follows a group of shoplifters who take aim at a cutthroat fashion maven. It is written/directed by Boots Riley (Sorry to Bother You) and stars Keke Palmer, Naomi Ackie, Taylour Paige, Poppy Liu, Eiza González, LaKeith Stanfield, Will Poulter, Don Cheadle, and Demi Moore. BUZZ AND ACCLAIM: I Love Boosters was the opening film at this year’s SXSW Festival and premiered to rave reviews! It is currently earning a tremendous 97% positive rating on Rotten Tomatoes where critics call it, “an unexpected celebration of friendship, community, and solidarity.” Others call the film “an exercise in radical empathy,” a “masterful” and “optimistic” film designed to “provoke discussion” while making the audience laugh. TRAILER: [https://www.youtube.com/watch?v=r4lPRISgr9c](https://www.youtube.com/watch?v=r4lPRISgr9c) SUMMER OF ICE CREAM: GRAETER’S! Established way back in 1870 in Cincinnati, this historic, family-owned brand is famous for their delicious small batch ice cream and any chocolate chunk flavors! They are currently the only commercial ice cream maker using the French Pot method that they’ve been using since they first opened! Plus, those chocolate chunks, oh my goodness! Vegan options are available. PLAN: We’ll plan for a 7pm-ish showing and will meet in the lobby area about 20 minutes before the show. Advance ticket purchase not required for this theater but Showtime and complete details will be confirmed/announced as the date gets closer. Look forward to seeing you there, Dan

**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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9