Cloud Native

**🎶 Live Music at Boho \| 6–9pm 🍷✨** Join us for a relaxed and soulful evening of live music at Boho Lounge & Boutique. From 6–9pm, unwind, connect, and enjoy a unique night out filled with good vibes and great energy. 🍹 Cocktails from $16 🍺 Pale ale, beer & cider on tap 🍴 Food available to purchase 🛍️ Browse our quirky and unique retail space at the front Boho is not your average venue—it’s a warm, creative space where music, community, and atmosphere come together. Whether you're coming to chill, catch up with friends, or try something different, this is your place.

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**

**Brighton to Point Ormond – Elwood Beach** ***As it is Mothers Day next Sunday, our next walk will be the following Sunday, 17th May.*** This popular walk along the Elwood foreshore is the perfect outing for an autumn Sunday morning. Join the thousands of Melburnians who regularly walk, jog and ride this wide, well-formed path along the shores of the Bay. Our coffee stop this morning will be at Northpoint Cafe, after we’ve walked from Brighton Beach to Point Ormond and return. **Start:** Bay St, Brighton. Assemble at the beach end of Bay St. **Parking:** Park along Bay Street or in St Ninians Road, off Bay St, just back from the beach. Parking is FREE. **The Walk**: The walk is along the Bayside Trail as far as Point Ormond Lookout and then return the same way. **Total distance**: 6.0 km. **Time:** Allow 2 hours for the walk, including coffee at the end. **Difficulty:** Easy **Toilets:** At several places along the way. **Coffee:** The café at Northpoint Cafe, or other venue (selected on the day) **Cost:** Free

**BRUNSWICK SUNDAY FIESTA LATINA!** **SALSA & BACHATA LATIN PARTY & SOCIAL** ***with* LIVE LATIN MUSIC** *on* **SUNDAY 17th MAY 2026** *Let the infectious Latin rhythm ignite your passion!* *Enjoy an unforgettable night of live Latin music and dancing!* at **INNER NORTH BREWING COMPANY** **10A RUSSELL STREET** **BRUNSWICK** *Experience the passion and flavour of live Latin music!* *Join us for a memorable, sizzling night of LATIN FEVER!* *featuring* **‘DIRTY LOPEZ’** \- live at **7.45PM**! *One of Melbourne’s favourite LATIN BANDS* *playing their signature energetic and exciting* *Latin rhythms to keep you dancing all night long.* Bring your family, friends, colleagues and put on your dancing shoes! Join us for an unforgettable night of SALSA and BACHATA dancing and Live LATIN Music! **NEW TO SALSA & BACHATA?** **Never danced Salsa or Bachata before?** No problem! Join us and learn how to dance with our fun, relaxed classes. We will have you dancing in no time! Our experienced instructor will kick off the night with a complimentary an all level Bachata and a Salsa class to get you dancing! ***See you on the dancefloor!*** **INNER NORTH BREWING COMPANY & BAR** *is a micro brewery, specialising in producing quality freshly made beers on site, infused with good vibes!* *Give the beers a try. Let’s support the the art of beer craftmanship.* **5.15PM** **PRE-PARTY MEETUP!** Come early and try a freshly made beer with us! Practice your moves, meet and make new friends before classes start! \| **6.30PM** **BACHATA CLASS** (All levels) *\* 10 minute Bachata dance practice* \| **7.10PM** **CUBAN SALSA CLASS** (All levels) \* Join us on your own or come with friends \* Absolute beginners welcomed \* No dance experience required! \| **7.45PM** **LATIN BAND - ‘DIRTY LOPEZ’** *Playing Live!* \| **DJ MC** *Playing the best mix of Salsa, Bachata, Merengue, Cha Cha & more!* \| **– SOCIAL DANCING ’til 10.30PM –** **\*\*** **BEGINNER & IMPROVER DANCERS** *A special slower section will be added in soon after the first band set,* *especially for Beginner to Improver level dancers to get onto the floor* *to dance to a slower, more comfortable tempo!* **\*\* EVENTBRITE EARLYBIRD SPECIAL OFFER! \*\*** **BOOK EARLY & RECEIVE $5 OFF YOUR ENTRY!** **\*(Only $20 with Eventbrite + Eventbrite booking fee)** **See Eventbrite Earlybird Offer at:** https://www.eventbrite.com.au/e/fiesta-latina-sunday-latin-social-with-live-latin-band-sun-17th-may-26-tickets-1989094597486? **\* Please note:** Eventbrite has a booking fee of $2.49 **\* This Earlybird offer expires on Friday 15th MAY 2026** \* **To avoid a booking fee**, payment can also be made by direct bank transfer or PAYID - please contact me through Meetup to arrange this. or pay at the venue on the night. \* Please note: Venue room entry is at full price **PARTY ROOM ENTRY: $25** **\* Entry includes:** *Live Latin Band and complimentary* *free Bachata and Salsa Classes* Bring your dancing shoes and get ready to dance the night away! ***Look forward to seeing you on the dancefloor!***

Neurodivergent brains come with their own operating manuals — but most of us were never handed ours. Some of us run hot on sensory input, others stall out on transitions, some need movement to think, others need silence to function. The tricky part is that our needs are often invisible, even to ourselves, until something tips us over. This month at Neurospicy Bayside, we're slowing down to look at two questions: * What support do I actually need to feel okay and do my best work? * What might the people around me need that I've never thought to ask about? We'll talk about the kinds of accommodations that exist (formal and informal — at work, at home, in social spaces), share what's worked and what hasn't, and gently map out where each of us tends to struggle. The goal isn't to fix anyone. It's to build a richer vocabulary for our own needs and a more compassionate lens for the people in our lives who might be quietly white-knuckling things we'd never guess. Bring yourself as you are. Stim, doodle, pace, listen, share as much or as little as feels right. Fidgets and ear defenders welcome. There's no expectation to disclose anything you don't want to. Looking forward to seeing you there.

Welcome to Melbourne Volleyball Academy! 🤗 **[[WHAT]]** This session will be broken into 2 halves, 1st half is training and the 2nd half is games. Please arrive on time as we will start exactly at 5:30 PM. Our intention is to have this training be the 'next step' after our beginner-level training at North Melbourne Community Centre. We will be focusing on learning what specific roles on the court entail, improving 'volleyball IQ', breaking bad habits, and building better techniques. **[[WHERE]]** The session will be held as State Netball Hockey centre. Please enter via the main entrance (the entrance with the larger parking lot), we will be on Court 3 & 4, please ask the person at the front desk if you need directions. **[[WHO]]** The training is intended for social volleyball players at the intermediate level or 'B' level (for more details on volleyball levels, please visit our site here: https://melbournevolleyballacademy.com.au/skill-levels-explained). Players are expected to: * pass freeballs and serve receive consistently * have some knowledge of 5-1 (1 setter all around) or 6-2 (back row setter only) systems * help others and have good sportsmanship If you are a high intermediate (BB) or advanced player (A) you are more than welcome to join but you may find our open play sessions for BB/A level players more suitable. For players that are at the beginner level, we suggest attending our training on Fridays at North Melbourne Community Centre 6-9PM as beginners may find the drills and level of play too difficult. Players will be asked to attend a different session if their play is deemed unsafe or if they are not of the appropriate skill level. **[[HOW MUCH]]** $21 card payment will be collected on the day via square (EFTPOS) payment. **[[WHEN]]** The stadium is booked for 5:30 PM - 8:30 PM. However, feel free to come early and stretch as the stadium is open earlier. **Last-minute dropouts and no-shows will have a zero-tolerance policy going forward.** All players are expected to **update their RSVP at least 24 hours** in advance if they are unable to attend. This applies to players on the going list and the waitlist. **[[THINGS TO BRING]]** We ask that you bring: * Water bottle * Appropriate footwear for indoor court shoes - netball shoes, volleyball shoes, or basketball shoes would be suitable. * Wear contacts or sports glasses if possible. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted to play.

**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.*

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

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

Wild Ones Columbus Annual Native Plant Sale Saturday, May 23th, 2026 9:00 am to 1:00 pm (Eastern Time) Overbrook Presbyterian Church Parking Lot, 4131 N High St, Columbus, OH, 43214 Public Welcome, Family-Friendly Free Event A wide variety of native flowering plants, grasses, shrubs, and trees will be available from Wild Ones Columbus and local vendors Natives in Harmony, Leaves for Wildlife, and Scioto Gardens. Wild Ones will publish a list of plants that will be available at this year's sale closer to the event date. Be sure to stop by! Show up anytime!

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.

SAVE THE DATE! POLLINATOR PATHWAY + LICKING LAND TRUST Native Plant Sale Saturday, May 30, 2026 8:30 a.m. - 12 noon Granville Farmers Market Raccoon Valley Park 1225 River Road | Granville Plant package pre-order available as of 6-May at this link [https://lickinglandtrust.org/store/plant-sale](https://lickinglandtrust.org/store/plant-sale) Sun, Shade and Native Tea garden packages available

**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

Nature’s Bounty: Teas & Traditions Hosted by Ohio History Connection: * May. 30 * Time: Noon-4 p.m * General - $15 * Ohio History Connection Member - Free * Location: Newark Earthworks - a UNESCO World Heritage Site, Octagon Earthworks 125 N. 33rd St., Newark, OH 43055 Did you know that Red Willow has the same natural compounds as aspirin? What about Staghorn Sumac and Purple Coneflower, containing large amounts of Vitamin C? Join us as we learn all about the uses of plants. This program will hike the grounds of the Octagon to learn about nature’s bounty. In addition, it will explore the vast knowledge of American Indian peoples regarding how plants help humans. Guests will be able to sample several teas made from plants that will be discussed. Disclaimer: This is for interpretative purposes only, and we are not promoting natural healing or any use of self-care or medical advice. Click here to register [https://hopewellearthworks.org/events/natures-bounty-teas-traditions/](https://hopewellearthworks.org/events/natures-bounty-teas-traditions/) Contact 740.344.0498 or newarkearthworks@ohiohistory.org https://hopewellearthworks.org/site/octagon-earthworks/

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