Search, Information Retrieval

**✨Are you tired of making ‘how are you’ friends? This event is for you!✨** 🎨What better way to build and deepen connections than through a fun activity like **Figurine painting**! There are many social events but it isn’t easy to feel connected to someone in a large group setting. I am super extroverted yet found myself walking home after a great social feeling more lonely, because of all the superficial connections made. I started Hue&Crew to help people build their next close-friend circle based on age, personality and interest! 🎨**What to Expect** This isn’t a big mixer event, every event has a limit of 6 people per table and a fishbowl full of conversation starters to help people get started! We move around Melbourne's many beautiful cafes weekly to keep things fresh! Expect: * A fresh, comfy venue * A hosted structure so you’re never left awkwardly quiet * A fishbowl of conversation starters for the introverts * A relaxed atmosphere where you can genuinely be yourself * Hand-painted figurines you made yourself to bring home Each group is curated to feel natural, matched by age, interest and personality 🎨**Notice before you sign up:** As the events are really small and it might take some time to form a group with similar interests, we will inform you when there is a suitable group for you! **RSVP now:** [https://forms.gle/4MN6oygujee9qmej9](https://forms.gle/4MN6oygujee9qmej9) **Take a look at our instagram page to see past public events**👇 [https://www.instagram.com/reel/DXY8PXADXsm/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==](https://www.instagram.com/reel/DXY8PXADXsm/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==) **Bring a friend for a 10% Discount for the both of you!**

**Tickets ($10):** [https://www.eventbrite.com.au/e/gay-singles-mix-mingle-tickets-1987800071524](https://www.eventbrite.com.au/e/gay-singles-mix-mingle-tickets-1987800071524) We’re heading to **The 86** in Fitzroy for a fresh take on helping you connect with **men seeking men** (all ages 18+). Instead of intense one-on-one chats, you’ll connect in relaxed groups of four - making it easier to find your rhythm, bounce off others, and let conversation flow naturally. Every 15 minutes, we’ll reshuffle the groups at random to keep the energy fresh and the dynamics interesting. After a couple of hours, the structure will drop and anyone who’d like to stay can continue connecting organically. This format is ideal for men who: • Prefer something social and low-pressure • Enjoy group dynamics • Want something structured, but not rigid The event is facilitated by a mental health professional and is designed to feel welcoming and safe. Discrimination and harassment will not be tolerated. If you have accessibility needs, questions, or are experiencing financial hardship, please reach out - we’re happy to chat.

TO MAINTAIN A GENDER BALANCE ALL MALES MUST ATTEND WITH A FEMALE FRIEND, NO EXCEPTIONS. All females are welcome to attend alone but encouraged to attend with a female friend too for free drinks and food! MUST TAP “ATTEND” and include all guests. UNLIKE other meetups which are overwhelmingly male dominant, we provide ONLY gender balanced events where females also have a chance to meet other females, not only men. 8PM EVERY FRIDAY & SATURDAY (LAST ENTRY STRICTLY 8.30PM) AT 215 QUEEN’S

**—— Details ——** We will meet at the starting point, take round trip around the Tan and a short stroll inside the botanical garden. BYO coffee/ water bottle. Dress for outdoor walk. Come along & simply say, "Hi, it's my first time joining the group event." or ask the organiser to introduce you. You can take it slow and start from there. If you enjoy the conversations, take the initative to invite others to hang out over a bite/ drink after. **\-\-\- Running Late \-\-\-** If you are running late, please message at least 30 mins in advance. We will wait up to 15 mins before heading off. We won't be able to keep track of messages once we start. **\-\-\- RSVP / Change of Plan \-\-\-** Change of plan or decide not to attend is absolutely okay. Please do update your RSVP to "NO", so others can have the opportunity to attend. **\-\-\- Intro \-\-\-** Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, we’d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us! **\-\-\- Heylo App \-\-\-** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time) **\-\-\- Rules \-\-\-** Admin will only add members to the group with a clear profile picture. (No hidden behind sunglasses, masks, drawings) **You might be removed from the group in the case of…** * no show * without a clear profile picture * anti-social behaviour (i.e. acts rude / disrespectful regularly) * take advantage of individuals for personal gain(s) **\-\-\- Privacy \-\-\-** Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.

### **🚣‍♂️ Saturday Kayaking at Albert Park Lake! 🌅** Get ready for a **kayaking adventure** right in the heart of the city at the **Sunset & Golden Hour!** 🚣‍♀️✨ Join us this **Saturday** for a fun-filled paddle session, complete with **good vibes, great company, music, and a stunning sunset** over the water. 🌇🎶 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **🎟️ Package Includes – Only $39 PP!** ✅ **Kayaks & gears** 🚣‍♂️ ✅ **Soft drinks & snacks** 🥤🍏 ✅ **Hot tea & coffee** 🍵☕ ✅ **Music & a relaxed social atmosphere** 🎶 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **📍 Meeting Point & Details:** 📅 **Day:** Saturday 📍 **Location:** Albert Park Lake 💲 **Price:** $39 per person 🌊 **Kayaks available – Let’s make some waves!** 🌊 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **💳 How to Book:** 📩 **RSVP with a $39 transfer** to secure your spot! **Please note:** An RSVP alone does not secure your spot — only a transfer confirms your place on the trip. Thanks for understanding! 🔹 **PayID:** 0414 661 458 🔹 **Bank Transfer:** **NAME:** KARAPETIAN G **BSB:** 013233 **ACCOUNT:** 226325836 **Ref:** Alb 🌟 **Limited spots available—RSVP now!** S*pots are only confirmed once payment is received !!!* \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Credited or refunded only if the event is canceled/moved. Non-refundable in any other cases \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **🛶 What to Bring:** ✔️ Waterproof/water-repellent clothing 🌊 ✔️ Or spare clothes & shoes (just in case!) 👕👟 ✔️ A positive mindset & excitement for an awesome time! 😃 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **📢 Important!** 📺 **Before attending, please watch these short videos on kayaking safety & techniques:** https://youtu.be/TAEkR13ChPs https://youtu.be/Calmsh4zI5U \-\-\-\-\-\-\-\-\-\-\-\-\- ### **📲 Have Questions?** Feel free to **DM or call me** ! 📞💬 📌 **Follow & Stay Updated:** 🌍 **Facebook Group:** https://www.facebook.com/groups/812911556223655/?ref=share 📸 **Instagram:** @nogeography.hike.kayak \-\-\-\-\-\-\-\-\-\-\-\- 🚣‍♂️💙 **Get ready for an unforgettable kayaking experience – see you on the water!** 🌊✨ \-\-\-\-\-\-\-\-\-\-\-\-\- \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **LIABILITY WAIVER** The organizer of this group cannot accept any liability for any loss, damage, injury, or accident to participants or their property at this event. By participating in this event, you're taking responsibility for your own safety and well-being. By joining this event you agree to these terms. ## **COVID-19 Safety Measures** * The event host is instituting the above safety measures for this event. * Please do not attend if you are experiencing any flu-like symptoms, such as fever, cough, or sore throat. * If you have recently tested positive for COVID-19 or have been in close contact with someone who has, we kindly ask that you refrain from attending. * Thank you for your understanding and cooperation in keeping our community safe!

**Single? 💔** **Over Dating Apps?** **Instantly Get The Dates!** **Meet Someone Today** ❤ . . **Book Through Link to Participate** 👇 [https://speeddatingsocial.au/speed-dating-melbourne-event-40-65yrs-16-may-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-40-65yrs-16-may-2026) . . **Want To Meet Someone?** All your friends in relationships? Are you better at talking in person? . . **Get 12 Fun Dates in 1 Night** Easily Meet New People Find someone to share your life ♥ Popular with professionals & everyday people . . **Simply Turn Up... ✅** We do the rest for you Be introduced to each date So you can easily chat one on one . . **Ladies Sit & Men Rotate** Simply rotate every 5mins Get paired & meet each other 👋 Most Come Alone, or Invite Friends . . **Click below to Be Matched (limited places)** [https://speeddatingsocial.au/speed-dating-melbourne-event-40-65yrs-16-may-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-40-65yrs-16-may-2026) . . **That’s 12 Fun Mini Dates** Easily meet new people, And see what they're like Enjoy your privacy, I booked us the bar . . **Select Whoever You Like** Anonymously Tick Anyone You Fancy So there’s no fear of rejection 94% get matches the next day ✅ . . **Equally Booked Ratios 50:50** (we advertise everywhere not just on Meetup) There's plenty of people to meet 50-80 attendees at each event! Most book early, so don't miss out . . **Must click below to Attend (limited places)** [https://speeddatingsocial.au/speed-dating-melbourne-event-40-65yrs-16-may-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-40-65yrs-16-may-2026) . . **Still Unsure? 😕** We Get It... But it's the easiest way To meet new people Try a new experience . . **It's Okay to Feel Nervous** It's easy once the first chat starts Every night you’ll meet 12 singles Worst case, you'll make new friends . . **And If It’s Your First Time** We’re all in the same boat ⛵ Just turn up, I’ll find you a seat Every 5mins we rotate everyone . . **You Enjoy Fun Chats** Many have already found love Tick ‘yes’ whenever you like someone Get your matches the next day ❤️ . . **It Builds Confidence** Even if you’re new to the game, You’ll get better at meeting people Introduced to each new person Find friends & new connections . . **Always Heaps of Attendees** ✅ Each week I spend thousands on Google and Meta ads And keep ratios balanced 50:50 So there’s always plenty of people to meet ✓ . . **Whatever You’re Looking For** They’re only one 5min chat away Book now though the link below & find your someone today 👇 View [Melbourne speed dating events](https://speeddatingsocial.au/) on our website

🌟 **A new one-on-one, personality-based connection experience** Many of you have been asking about structured events and if I’d ever bring them back. Well… here it is - a new version, more intentional, and built around something I care about : **matching people based on personality.** Over the years, I’ve seen how hard it can be to find people you truly click with as adults. Small talk goes nowhere, and most events don’t give you the space for real conversation. 💫 **What to Expect** This is not speed dating, and it’s not a big mixer. It’s a curated, one-on-one connection experience where you’ll meet a few people who’ve been matched to you based on personality and vibe. Expect: * A cosy, comfortable venue * A hosted structure so you’re never left awkwardly standing around * A series of guided one-on-one conversations * A relaxed atmosphere where you can genuinely be yourself * This is not dating focused event, there will be a seperate one for dating Each conversation is designed to feel natural — because the match is based on compatibility Get your tickets here - https://www.eventbrite.com.au/e/1988143914969?aff=oddtdtcreator 🧭 **Before the Event** Once you get your Eventbrite ticket, you’ll receive a **short personality test (If you have already taken the test at a previous event you don't need to do it again)**. It takes only a few minutes but helps us understand your communication style, energy, and compatibility factors. This is how we curate meaningful one-on-one pairings for the event. 🌿 **Come Join Us** If you’re tired of small talk and ready to meet people who truly fit your personality, this is for you. A warm, intentional space created for deeper conversations and genuine chemistry - whether it becomes friendship, something romantic, or just a surprisingly great chat. RSVP now — spots are kept limited to ensure quality one-on-one time.

Hi Radiant Ladies, After our morning walk, come and join us at Windchimes Café for coffee, warm conversation, and a lovely relaxed catch-up with your favourite ladies! 🅿️ Easy 2-hour parking right out front. See you there! Lyn ☕💓

For May we’ll be reading “The Butcher” by Jennifer Hillier. As always, if you haven’t read the book or finished, please still join us for a wine with some like-minded ladies! I ask that you please only RSVP if you are absolutely committed to attending, and please update ASAP if you decide not to attend. This means that everyone who really wants to come can join us! RSVP OPENS SATURDAY MAY 9 AT 12PM. *Please note the PayPal fee to join is to cover MeetUp admin app costs.

Hi all! Welcome to the Melbourne Sci-Fi/Fantasy Social Catch-up. Come along and talk to like-minded people and catch up on all the things you love about this genre. Be it the latest movies, TV shows, or a book you love; or maybe, you have played this fabulous board or computer game that you just want to share with others. Geeky t-shirts or quirky badges welcome! What a great chance to chat with new people or old friends about so many diverse topics. You never know, you might find a whole new sub-genre to delve into. New and old members are welcome to attend. Food and drink will be available for purchase at the tavern. If your plans change (even if it is at the last moment), please change your RSVP to a NO, so your event host knows who to expect on the day and so I can manage the booking at the Mitre Tavern! See you soon 🤓🤓🤓🤓

**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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

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

**🦋 Real Speed Dating Online for Detroit Singles Personality Matched** On the night, you'll sit down for host-managed one-on-one rounds with Detroit singles your age curated by personality quiz, as an experienced host steers the pace. Prior to the event, you submit a short personality questionnaire — the information you provide there to pair you intelligently with Detroit locals, making every round feel more natural from the first minute. After all the rounds, match notifications go to both parties — with no one-sided reach-outs ever happening — and you decide your next step from there. **Your age group is your key — pick it below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0) **⚠️ Important:** Your rsvp here is not a registration confirmation, so register through your age group link above and complete the personality quiz — places close once the group is full so sign up early, and only a completed registration locks in your seat. --- **How it works** 1. **Lock in your place** – using the link for your age bracket, then finish the personality questionnaire, since this is how you are officially confirmed. 2. **Hop on** – by clicking the Zoom invite at the event time, laptop phone or tablet — your choice, all work fine, and a host is live and will walk you through everything. 3. **Take part in the rounds** – host-guided one-on-one rounds with compatible Detroit singles in your bracket, as the host handles all transitions so conversations stay natural, as the quiz results already did the work of choosing who you meet. 4. **See your results** – after all rounds finish mutual matches are distributed privately, as privacy is guaranteed for all non-mutual selections, and once you have it you decide how and when to connect. **Perfect for:** - Anyone calling Detroit home wanting to escape digital dating that never converts to anything real and want to meet real locals without the faff. - Individuals in Detroit who are tired of app fatigue and empty match queues and want to talk to real people tonight. - Locals living in Detroit getting away from app fatigue and empty match queues and want real chemistry over profile photos. - Daters within Detroit who are tired of matches that ghost after two messages and are ready for something genuine instead. --- ✨ Done with apps — start here — use the link above to register and the host takes it from there this time. Your next chapter might start tonight. 🔥 ✨