social network analysis

## **KISMETRIX \| True Connection: Singles Dinner Night at Gilbert's Bentleigh** [Ticketed Event](https://www.eventbrite.com.au/e/may15-singles-dinner-night-feast-drinks-connection-gilberts-bentleigh-tickets-1987889234212?aff=oddtdtcreator) **A SINGLES DINNER NIGHT TO REMEMBER** 📍 **Gilberts — Bentleigh Private Function Room (Upstairs)** 282 Centre Road, Bentleigh 3204 📅 **Friday, 15 May 2026** 🕖 **7:00 PM** **🍽 Shared feast menu included** **🥂 Welcome drink on arrival** **🎫 Age groups: 28–42 · 38–52 · 48–65** \-\-\- AN EVENING OF FOOD, CONNECTION & GENUINE CONVERSATION Some evenings are made for slowing down. For sitting across from someone new, sharing a beautiful meal, and letting conversation unfold naturally — no scripts, no pressure, no swiping. This is Kismetrix Singles Dinner Night — an intimate, hosted dining experience at Gilberts in Bentleigh, where great food meets genuine connection. \-\-\- 🍽 **THE FEAST** Your ticket includes a shared banquet menu designed to bring people together around the table: * Renkon chips with green chilli & soy dipper * Roti bread with peanut sambal & cucumber relish * Steamed wagyu beef & chive dumplings with peanut chilli soy * Chicken & vegetable spring rolls with vermicelli noodles & nuoc cham * Cauliflower fritters with black vinegar & green chilli * Crispy pork bao buns with kimchi, hoisin, sriracha & coriander * Chilli salt chicken ribs with kewpie & hot tamarind dipper * Stir fried hokkien noodles with broccolini, Thai basil & chilli * Green chicken curry with baby corn, asparagus, oyster mushroom & lime leaf Please note: menu items may be subject to change based on seasonal availability. \-\-\- 🥂 **WHAT'S INCLUDED** ✅ Entry to the Kismetrix Singles Dinner Night ✅ Welcome drink on arrival ✅ Full shared banquet feast ✅ Hosted support throughout the evening ✅ A thoughtfully balanced and intimate dining experience Additional drinks available for purchase at the bar. \-\-\- **👥 AGE GROUPS & FLOW** This event is designed for three overlapping age groups: • 28–42 • 38–52 • 48–65 Overlapping ranges allow for natural flexibility and a warm, mixed atmosphere. The evening flows naturally — no rigid rotations, no forced formats. Just genuine connection over a shared meal. \-\-\- 🎯 **WHO THIS NIGHT IS FOR** This event is for singles who: * Appreciate quality food and good company * Want real conversation in a relaxed, intimate setting * Are ready to show up in real life — not behind a screen * Value depth, warmth and genuine human connection Come solo — most people do, and that's exactly the point. \-\-\- [🎟 ](https://www.eventbrite.com.au/e/may15-singles-dinner-night-feast-drinks-connection-gilberts-bentleigh-tickets-1987889234212?aff=oddtdtcreator)**[TICKETS & PRICING](https://www.eventbrite.com.au/e/may15-singles-dinner-night-feast-drinks-connection-gilberts-bentleigh-tickets-1987889234212?aff=oddtdtcreator)** 🌟 Early Bird: $90 per person 🎫 General: $99 per person ⏰ Last Minute: $109 per person Tickets are limited to maintain an intimate and balanced experience. Early booking is strongly recommended. Your ticket includes entry, welcome drink on arrival, and the full shared feast. Additional drinks available at the bar. \-\-\- ## 🔔 IMPORTANT NOTES * This is a hosted social dining experience — not speed dating * Shared banquet style — dishes are placed at the table for everyone to enjoy together * Dietary requirements: please contact us at social@kismetrix.com.au before booking * Tickets are non-refundable but transferable * Respect, warmth and good energy are essential \-\-\- **🔗 Stay Connected** 📧 **social@kismetrix.com.au** 🌐[ ](http://www.kismetrix.com.au "http://www.kismetrix.com.au")**[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 @kismetrix_ on **[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") & [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523")** By registering you confirm you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\.

🎾 **KISMETRIX \| True ConnectionFriday Morning Pickleball Social \| Play\, Move & Meet** Hosted by KISMETRIX \| True Connection 📍 PicklePlay Dingley Village: 352 Boundary Road, Dingley Village, VIC 3172 📅 Every Friday — starting Friday, 8 May 2026 🕙 10:00 AM – 12:00 PM (Hosted) ### A RELAXED MORNING TO PLAY, CONNECT & MEET NEW PEOPLE Some of the best conversations don't start with a question… They start with a game. Join us every Friday morning for a casual, social pickleball session — where movement, laughter, and connection come naturally. No pressure. No awkward setups. Just real people, shared moments, and an easy way to start your Friday. ### 🎾 WHAT TO EXPECT * Casual pickleball games in a friendly, social setting * Rotating play so you naturally meet different people throughout the morning * All skill levels welcome — beginners absolutely included * A relaxed, low-pressure vibe (rallies over scores) * Paddles available if you don't have your own * Limited spots to keep the experience social and enjoyable Come solo or bring a friend — most people attend on their own. ### 💛 WHO THIS IS FOR * Adult singles who enjoy staying active and meeting new people * Those who prefer a relaxed, social environment over structured formats * Beginners curious about pickleball * People open to connection — whether friendship, community, or something more * Those who value genuine, in-person connection over apps This is an inclusive, open event for all adult singles — no age segmentation, no categories. Just everyone in the room, playing together. ### ✨ THE KISMETRIX EXPERIENCE This is not a typical singles event. It's not speed dating, and it's not about pressure or performance. At Kismetrix, we create spaces where connection feels natural — through shared experiences, movement, and presence. At Kismetrix, we create spaces where connection feels natural — through shared experiences, movement, and presence. * No swiping * No forced interactions * No awkward games * Just real people, in real life ### 🔁 A WEEKLY RHYTHM This is a recurring Friday morning series. You're welcome to come once, occasionally, or make it part of your week. Familiar faces, easier conversations, and a low-key community that builds naturally over time — no commitment required. ### 📋 WHAT TO BRING * Comfortable clothes you can move in * Clean indoor court shoes * A water bottle * A relaxed, open mindset Paddles are available to borrow if you're new or travelling light. ### 💌 AFTER THE EVENT You'll have the option to stay connected through our "**Continue the Conversation**" form — whether for friendship or something more. ### 🔗 ABOUT KISMETRIX \| TRUE CONNECTION Kismetrix is a Melbourne-based social experience designed to bring people together in real life. No swiping. No endless texting. Just real people, real conversations, and genuine connection. ### 🔔 IMPORTANT NOTES * This is a social connection experience — outcomes are never guaranteed * Respect, boundaries, and consent are essential to maintaining a safe and welcoming space * Tickets are non-refundable but may be transferable * Please arrive a few minutes early so we can start on time **Hosted by** KISMETRIX \| True Connection 📧 [social@kismetrix.com.au]() 🌐 [www.kismetrix.com.au]() Instagram: [https://www.instagram.com/kismetrix]()_ By attending this event\, you acknowledge and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer\, and Code of Conduct\.

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. WE ARE COMMITTED TO EQUAL GENDER REPRESENTATION IN THE IT INDUSTRY. 8PM EVERY FRIDAY & SATURDAY (LAST ENTRY STRICTLY 8.30PM) AT 215 QUEEN’S

Meet Kay outside Sebastian's - to walk along the beach to Green Point in Brighton (one hour round trip). There are plenty of benches along the way if you don't feel like doing the whole walk. Then back to Sebastian's for a cuppa & chat. For any queries, don't hesitate to get in touch with Kay on 0432098716 http://photos3.meetupstatic.com/photos/event/4/8/6/8/event_431898536.jpeg http://photos1.meetupstatic.com/photos/event/6/7/5/4/event_306566452.jpeg

* Join us for an evening of professional networking and valuable insights at our Entrepreneur & **Small Business Networking Mixer**. Connect with fellow small business owners, entrepreneurs, and like-minded professionals to share business strategies and exchange ideas for startup success with a drink. * * We have carved a deal with the restaurant of 10% Discount of all Menu items & drinks if you mention the staff "**Friday Business Meetup Deal**" * * We will delve into the power of integrating feminine wisdom with masculine energy for enhanced business strategies and entrepreneurial success. Discover the importance of positive human collisions in fostering innovation and growth, while expanding your network in a dynamic and supportive environment. * * Don't miss this opportunity to meet new contacts, exchange knowledge, and take yourself to the next level! * * **About Host:** Host of the event Sash (Sachin) is qualified accountant in practice. Mostly he is present in the event but it is subject to his prior commitment. However everybody is still invited to chat & socialise whether he is present or not. The place is a platform for everyone to gather,meet & help each other. * * **Address & Timings :** from **6-8 PM** at **500 Victoria Street, North Melbourne VIC 3051 (This event will be on every Friday same time same day unless otherwise advised)** * * Join us to meet new friends, hang out and have some laughs. New people are always welcome 😊🍺🍺 * * Come along to meet new people and see the familiar faces of the regular members. This is a regular weekly group for socialising and unwinding for the weekend. * * **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 safety and well-being.

**木曜日・ジャパンナイト 🇯🇵（Hikari Social Melbourne）** 日本文化や日本語に興味のある方のための、カジュアルで楽しい交流イベントです。 新しい友達を作ったり、リラックスしながら会話を楽しみましょう。 お一人での参加も大歓迎です。スタッフがサポートしますので、初めての方でも安心してご参加いただけます。 🎟 **特典：日本人の方は19時まで入場無料** 📍 **The Oxford Scholar（メルボルンCBD）** 🕕 **18:00〜22:00** *** ## 🇬🇧 English (for reference / below it) **Thursday Japan Night 🇯🇵 (Hikari Social Melbourne)** A casual and fun social event for anyone interested in Japanese culture and language. Meet new people, make friends, and enjoy relaxed conversations in a friendly environment. Most people come alone, and our hosts will help introduce you so you feel comfortable right away. 🎟 **Special: Free entry for Japanese before 7:00PM** 📍 **The Oxford Scholar (Melbourne CBD)** 🕕 **6:00PM – 10:00PM**

Are you craving some conversations with other big thinkers? The Movers & Shakers monthly coffee is for the creative's who are driven, are hustlers, are actively seeking to grow and look for new opportunities and are wanting to be around other dreamers and action takers. If you're seeking out those conversations that inspire you, that leave you feeling motivated, then this event is for you. The Creative Hustle is a social events community for professional creatives in Melbourne's arts industry. STRUCTURE: 15 min - casual networking/order your coffee 40 min - round table intros and questions 30 min - guided conversations topics in small groups Finish with casual networking MINIMUM SPEND: Everyone who attends this event is required to purchase something from the cafe, minimum of 1 drink.

**—— 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.

🌟 **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.

**🕊️ Date Night on Zoom for East Melbourne People Short Rounds** Round by round, you'll rotate through guided one-on-one video rounds with people from East Melbourne sorted by age and compatibility, as a welcoming host takes care of everything. As part of the process, you fill in a quick matching survey — the results from that questionnaire to curate your East Melbourne matches by quiz results and age, making every round feel more natural from the first minute. After the final round, match notifications go to both parties — exclusively for mutual selections — and the conversation continues on your terms. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=55+&face_v=4.0) **⚠️ Do not lose your spot:** Your rsvp here is a signal of interest not a booking, so use the link for your age range, complete sign-up, and submit the personality questionnaire — spots go quickly so register now rather than later, and this is not optional — both steps are required. --- **The Essentials** - **Format:** Curated in a live Zoom room structured around guided private rounds, paired by age bracket and quiz results throughout. - **Where:** Location-free — on any internet-connected device, Wi-Fi and a front-facing camera covers it completely, and wherever you have Wi-Fi and a bit of quiet is perfect. - **Host:** A warm host manages the timing so every conversation has proper room, giving you the space to just enjoy the conversation — every transition and every call to move on is handled. - **Vibe:** Comfortable personal date rounds with East Melbourne people who are ready for something real, and most people book again after the first time. - **Duration:** Usually wraps in around 60 to 90 minutes covering all rounds, and the format keeps things moving. **Great for:** - Members in East Melbourne bored of profiles that never convert to actual dates and prefer structure over ambiguity. - People calling East Melbourne home who have given up on dating apps that go nowhere and need a better way to meet people. - Returners locally in East Melbourne moving beyond shallow connections that never lead anywhere and are ready for something genuine instead. **How it unfolds** 1. **Find your age group** – by clicking your age group registration link, then answer the personality questions, as without this your RSVP holds nothing. 2. **Show up on Zoom** – via your Zoom registration link at the right time, no tech headaches involved since you just click and join, and the host introduces everyone and gets the rounds started. 3. **Go through the rounds** – short Zoom speed dating rounds with age-matched East Melbourne locals paired by quiz, as the host keeps everything smooth and well-timed, because no round here is random — everyone was selected. 4. **Discover your matches** – match results go out after — mutual only, private always, as privacy is guaranteed for all non-mutual selections, and you connect whenever you would like to with no pressure. ⭐ *"Laughed way more than expected — better than every app I have tried"* – East Melbourne local 💡 **Setup tip:** clear your background or find a tidy corner, so the rounds feel natural from the very start, since it only takes five minutes and makes everything smoother. --- ✨ Real conversations from home — secure your place via the link above and you are completely set in this batch. You might be surprised what one evening can do. 💗 ✨

Has it been just you and your phone lately? It’s easy to feel connected yet still feel alone. Real connection comes from eye contact, laughter, and meaningful conversations. At Fast Friending, we bring people together for genuine, face-to-face interactions—helping you meet new people, find common ground, and build real connections that last. **You will need to buy a ticket for attending -** [https://mel16thmay.eventbrite.co.uk](https://mel16thmay.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. TICKETS:- Early Bird - AUD 5 per person Regular Ticket - AUD 10 per person Cash at Meetup - If you do not purchase tickets in advance then you can pay AUD 15 cash to your host Nina when you meet her at the event. **What's more?** \- We have happy hours\! \- If you’re feeling a little shy\, don’t worry—we’ve got you covered\! You’re welcome to bring a lady friend along for free\! \- We will meet at 7\.00 pm when you will be welcomed by your host Nina\. She will manage the evening and also help you make connections\. If you are a bit shy or anxious then please come early. Nina will help you meet other members in a small group and help you settle down and get comfortable. All attendees are also welcome to bring a lady friend along with them for free. This will make it a lot less stressful for you as you will always have your friend alongside. Our venue for the evening - La Di Da is spacious, has comfortable seating and not very noisy. We have a reserved area where our members can meet each other in a supportive environment. \- From 7\.30 to 8\.30 pm\, we will start 'Fast Friending' where our host Ivy will ask you to speak to a different attendee every 3 minutes\. You will be able to meet lots of ladies and gentlemen and not be limited to only those sitting or standing next you\. \- After 8\.30 pm you will have time to interact with those you have met as well as others\. \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 25 to 50 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a 'dating' group\. We are focused on helping ladies and gents meet other like minded ladies and gents\. You will generally find a good gender balance \(maybe not perfect\) at all our events\. Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI)

**🌺 Quick Rounds Real Connection for Geelong Singles Mutual Matches After — Real Rounds** As a participant, you'll connect via short one-on-one Zoom rounds with Geelong singles your age curated by personality quiz, while a host keeps the rounds comfortable. Prior to the event, you submit a short personality questionnaire — those results are used to connect you with Geelong singles who fit your profile, giving every chat a better foundation than a swipe ever could. Once the rounds end, your mutual matches are disclosed — contact details flow only on mutual selection — and what happens next is entirely up to you. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=the-sociable-singles-meaningful-adventure-network&ar=55+&face_v=4.0) **⚠️ Important:** An rsvp on this page is not a confirmed spot, so use the link for your age bracket above, sign up, and finish the short personality quiz — places are capped so do this promptly, and completing both steps is the only way to be confirmed. --- **This works best for:** - Singles locally in Geelong bored of matches that fade out before meeting and want to meet real locals without the faff. - First-timers in Geelong fed up with conversations that fizzle before a first date and want to try something that actually works. - People from Geelong done with apps that waste evenings for no return and want to meet real locals without the faff. **How it works** 1. **Complete registration** – by tapping the link for your age group, then finish the compatibility quiz, since this is how you are officially confirmed. 2. **Log on** – using the video link shared before the session, any device with a camera and mic is all you need, and a host keeps everything smooth from that point. 3. **Rotate through dates** – short timed video rounds with Geelong people matched to you by age and quiz, with everything paced by a host so nothing drags, given that the matching was done before the evening started. 4. **Collect your mutual matches** – mutual selections are shared privately once the evening wraps, as privacy is guaranteed for all non-mutual selections, and the outcome is yours to take forward at your leisure. ⭐ *"Completely changed my view of speed dating — met two people I would happily see again"* – Geelong speed dater 💡 **Worth knowing:** connect via wired internet if that is an option, and it sets you up for a better evening overall, as once it is done you can forget about it and just enjoy the evening. --- ✨ One Zoom call, real conversations, real matches — register before spots fill and we will set the rest up for you for this session. The rounds are better than you think. ❤️‍🔥 ✨

**📅 DATE:** Saturday, May 16th, 2026 **⏰ TIME:** 7PM–9PM (Check-in from 7PM–8:30PM) **📍 WHERE:** DraftKings Sports & Social – 840 N. High St., Columbus, OH **🎟️ Check in:** at the host stand when you arrive say, **"DK Meetup Social"** 🍻 Join us for a fun, social night out! Meet new people, grab a drink, and kick back in a high-energy atmosphere right in the heart of Columbus 🎉 🎯 **What to Expect:** 🎶 DJ starting at 9PM 🏓 “Water” Pong + games 📺 Huge 37ft TV wall for all the live sports action 🥂 **Drink & Food Specials (7PM–9PM):** $3 Domestic Drafts – Miller Lite & Coors Light $3 Well Liquor Cocktails $4 Select Call Liquor – Tito’s, Bacardi, Tanqueray, Dulce Vida Blanco, Jameson & Jack Daniel’s $4 Topo Chico Seltzers $5 White Tea & Green Tea Shots $3 OFF Appetizers (excluding traditional bone-in wings) **📌 Quick Details:** 🔞 21+ only 🚗 Parking available at Hubbard Garage (behind venue) Pull up, bring your crew (or come solo), and get ready for a great night out 🥂

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

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

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

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)