social network analysis

UPDATE: Location changed to Garden of Good & Evil in Cheltenham. Make the most of your Sunday afternoon with drinks at the Garden of Good & Evil. ☀️ A relaxed way to wind down the weekend, meet some friendly faces, and soak up the Bayside atmosphere. Good vibes, easy conversation, and no Monday pressure just yet. Everyone is new here so come on down and let's get to know each other. See you there!

—— DETAIL —— We will meet at the starting point, take a short stroll to a cute cafe by the Yarra River. We will grab a bite/ coffee and hang there. We will head back to the starting point after. Dress for comfort. If this is your first event, 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're regular, take the opportunity to get to know others you've met before. Feel free to continue the conversation over coffee/ lunch after the walk. **\-\-\- 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 Group —** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please let the organizer know if you would like to be added to the WhatsApp 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.

👉🏻 [GET YOUR TICKET (CLICK HERE) ](https://www.eventbrite.com.au/e/1987394777278?aff=oddtdtcreator)👈🏻 **🗓️ Date:** Sunday, 10 May 2026 📍 **Location:** Yarra Bend Park (Approximately 15 minutes from Melbourne CBD on Sundays) **🚙 Need a lift?** Tap here to see the carpool drivers and organise your ride. 📏 **Hike Distance:** Around 15 km total. 🔗 **Trail Map:** [Yarra Bend Park](https://www.alltrails.com/en-gb/trail/australia/victoria/wurundjeri-spur-abbotsford-loop?sh=gu0gil&utm_medium=trail_share&utm_source=alltrails_virality "https://www.alltrails.com/en-gb/trail/australia/victoria/wurundjeri-spur-abbotsford-loop?sh=gu0gil&utm_medium=trail_share&utm_source=alltrails_virality") 🕙 **Start Time:** 9:45 AM. Please arrive 15 minutes early at the hike/parking location (shared via a private Instagram group chat). This gives time for a quick check-in, icebreaker and if available, a toilet break before we kick off at 10:00 AM. 🕔 **End Time:** 3:00 PM. 🚶‍♂️ **Pace/Difficulty:** Friendly and social / Easy. ⌛️ **Average Hike Duration:** 4–6 hours, depending on the group’s pace + including breaks to admire nature and a lunch break along the trail. 💬 **Community Chat Access:** You'll be added to our private Instagram group chat after booking! This is where we share final hike details, updates, and a fun space to connect before and after the hike. 👉 To make it easy for us to add you, please follow us on Instagram [@SocialHikesAU](https://www.instagram.com/socialhikesau/ "https://www.instagram.com/socialhikesau/") prior to booking. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- *Looking to meet new people, explore nature, and have a good laugh along the way?* This is your perfect Sunday plan! 🎉 We’re excited to invite you to our upcoming Melbourne Social Hike. A welcoming day out where the focus is all about fun, friendships and fresh air. Whether you come solo or bring a mate, you’ll leave with new connections and memories! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🚙 Carpooling Makes It Happen** At Social Hikes Australia, carpooling is a big part of what makes our hikes possible. Every extra seat means another person gets to join. Fewer cars, easier logistics, and a more social, fun start to the day. Carpooling is also a great way to meet people before the hike even begins, share a few laughs, get to know each other, and arrive together. It’s simple, social, and one of the best parts of the experience 🌿 💡 Carpool tickets are offered at a discounted price to encourage drivers to offer seats and make the hikes accessible for everyone. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 👉 **For Drivers** If you’ve got spare seats, offering a lift makes a big difference. It helps others join, reduces parking stress and makes the ride more enjoyable from the start. 👉 **For Passengers** Passengers are to contact drivers directly using the details provided in the carpool sheet (linked at the top of the description). The sheet shows information from carpooler tickets (Drivers Offering Seats). ✨ **Best practice:** Try to organise your ride before purchasing a ticket to avoid last-minute stress. **Please note:** Drivers and passengers should stick to the arrangements they make. We do not recommend swapping drivers or cars after you’ve agreed on a ride. If you do decide to change, please make sure all parties are clearly informed and agree to avoid confusion. If a driver forgets, gets mixed up, or doesn’t pick you up, Social Hikes Australia (and your driver) are **not liable** for any inconvenience caused. For this reason, it is best to keep things simple with the driver you first arranged with. ⚠️ **Important Notes** * Please stick with the carpool arrangement you agree on. * Avoid swapping drivers unless everyone is clearly informed and agrees. * Petrol, parking, and other costs are not included in the ticket price. These should be agreed directly between the driver and passengers. * Social Hikes Australia is not responsible for any issues with private carpool arrangements. 📍 **Pick-Up Info** Drivers will share their preferred pick-up locations, such as major CBD train stations like Parliament, Richmond, South Yarra, Southern Cross, or North Melbourne. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🤩 Why Join?** 🌟 Make new friends in a relaxed, casual way. 🌟Enjoy nature and fresh air while meeting like-minded people your age 🌟Friendly vibes full of laughs, chats and good times guaranteed 🌟You never know. Today’s hiking buddy could be tomorrow’s uni mate, housemate, or travel buddy! 🌟Your safety is our priority. Equipped with a first aid kit on hand. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🎟️ **Tickets:** **All tickets are $20 per person.** This helps cover: * Public liability insurance * A $2.40 contribution per ticket directly to Parks Victoria * Experienced guides with a tour operator license who know the trails well * First aid kit and safety equipment for the group 🚗 **Carpoolers Discount** If you’re driving and offer seats to passengers, your ticket is only **$5** 🙌. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🥾 What to Bring:** 👟 Comfy hiking shoes 💧 2–3L of water 🥪 Snacks/lunch ☀️ Sun protection (hat, sunnies, sunscreen) 🦟 Bug spray (always a good idea) 🎒 Optional: hiking poles, wet weather gear/raincoat \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📌 **How It Works:** After purchasing your ticket, you’ll receive a link to our private Instagram group chat. All final details will be shared there: Hike route, meet-up location and any last-minute updates. Friendly pace, friendly faces! This hike is intentionally slow–medium so everyone can enjoy and chat along the way. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🍽️ **Food Arrangement** After our hike, we love keeping the good vibes rolling with a meal together. We’ll suggest a café or restaurant that’s usually on the way back toward the city**,** so it’s easy for everyone and avoids extra driving. It’s always a highlight of the day swapping stories from the trail, sharing laughs, and getting to know your fellow hikers even better over some good food. Joining is optional, but most people stick around because it’s such a fun way to finish the adventure. Everyone just covers their own meal, and we’ll confirm the spot in the Instagram group chat on the day. When booking, you’ll be asked if you’d like to join: Yes / No / Not Sure. The organisers will confirm the restaurant or bar on the day, based on feedback. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **⚠️ Important:** Must be 18+ years old to attend. Hike at your own risk. You are responsible for your own safety and belongings. Respectful, kind behaviour is a must. We are a positive and welcoming community. Zero tolerance for any unwelcome behaviour. We’re here to have fun, together! For this hike, we recommend that all participants download the AllTrails app before the event. This will help you: * View the trail map in advance * Track your progress during the hike * Stay on course in case you get separated from the group Having AllTrails ensures everyone can enjoy the hike safely and confidently. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **📜 Liability & Waiver** By joining this hike, you acknowledge that participation is voluntary and at your own risk. Social Hikes Australia is not liable for accidents, injuries, illnesses, theft, or transport-related issues. 🚑 If you have previous injuries, medical conditions, or health concerns, discuss with the organiser before purchasing your ticket. Transport/carpooling is a community initiative only, not a service. 👉 Please make sure to read our [Terms & Conditions (click here)](https://drive.google.com/file/d/1tUzOL94hk5Uk5c7FOjiPRHXZz--5H9p5/view?usp=share_link "https://drive.google.com/file/d/1tUzOL94hk5Uk5c7FOjiPRHXZz--5H9p5/view?usp=share_link") before purchasing your ticket. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Refund Policy:** Tickets are non-refundable unless the hike is cancelled or rescheduled. Tickets cannot be transferred to another hike unless agreed with the organisers. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🌧 Rain Policy** If the forecast shows over 15 mm in 6 hours or 20+ mm during the day, we may postpone or adjust the hike to keep things safe and enjoyable. Slippery trails, flooding, and poor visibility are no fun or safe. We’ll also reschedule for thunderstorms or if trails are still soaked from heavy rain the days before. Light rain (under 5 mm/hour) is usually fine. We’ll check each hike case-by-case. Safety first 🌿 If it changes and gets heavier, we’ll reschedule for the following Sunday, 17 May 2026, instead. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🌿 About Social Hikes Australia:** Social Hikes Australia was founded in 2023 with a simple mission: to bring people together through the beauty of nature. Since then, we’ve completed over 45 incredible hikes across Victoria. From coastal trails to mountain summits, we have explored the diverse landscapes Victoria has to offer, fostering connection, adventure, and a deep appreciation for the wild. 🥾🌿 We're excited to announce that fortnightly hikes have officially become part of our schedule! 🚀 Every two weeks, we'll be exploring new locations, creating more opportunities for you to connect, adventure, and be part of a growing, supportive community. Whether you're an experienced hiker or just getting into the outdoors, Social Hikes Australia is a place where everyone is welcome. Come for the adventure, stay for the friendships. 🤝✨ 👉 Follow us on Instagram for updates and upcoming hikes: [@SocialHikesAU](https://www.instagram.com/socialhikesau/ "https://www.instagram.com/socialhikesau/") \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **💸 Where Your Contribution Goes:** Advertising and outreach – helping us bring in new people to every event. $2.40 per person – paid directly to Parks Victoria as part of the per-day use fee. Public liability insurance – so we’re covered for safety and compliance. First aid kit supplies – keeping our hikes safe and prepared. Tour Operator Licence. Every ticket makes it possible to cover the essentials and keep creating safe, social, and welcoming outdoor adventures. 🌿 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **📞 Organiser Contact:** We highly encourage you to text our organiser team before purchasing your ticket if you have any concerns about transport: Jacob 📱 [0404 870 123]() l Sebas 📱 [0435 993 237]() 🥳 Ready to make friends, explore Melbourne’s beautiful nature, and have a blast? Spots are limited, so grab your ticket now and let's hike, laugh and connect! 🌿🎉

Join us for a relaxed and welcoming “Coffee & New Friends” meetup, the perfect opportunity to unwind, enjoy a great cup of coffee, and connect with new people in a friendly, low-pressure environment. Whether you’re looking to expand your social circle, have meaningful conversations, or simply get out of the house, this is a space where everyone is welcome. Come as you are, grab a drink, and leave with new connections.

**Learn why quitting might be your smartest strategy with our May book club pick** Our May book club challenges everything you've been told about perseverance. Former professional poker player and decision strategist Annie Duke makes a compelling case that knowing when to quit—jobs, projects, relationships, strategies—is one of the most valuable skills you can develop, yet it's one we're culturally conditioned to ignore. **About the book** In this book, Duke dismantles the myth that "winners never quit" and reveals how our fear of quitting costs us time, money, and happiness. Drawing on cognitive science, behavioral economics, and her own experience at high-stakes poker tables, she explains why we cling to losing strategies and provides frameworks for recognizing when it's time to walk away. Quitting isn't about giving up—it's about freeing up resources for better opportunities. **What you'll gain** * A new perspective on quitting as a strategic skill rather than a character flaw * Practical decision-making tools to help you identify when to persist and when to pivot * Insights into the psychological traps that keep us stuck in dead-end situations, and how to overcome them to make smarter choices about where to invest your energy Purchase links: [[Quit: The Power Of Knowing When To Walk Away](https://www.thenile.com.au/books/annie-duke/quit/9781529146165?gad_campaignid=17335838322&gad_source=1&gbraid=0AAAAADhOHwgQG1DMqKNzRWgnd6TRIp3BD&gclid=CjwKCAiAkbbMBhB2EiwANbxtbY1gzuRVdNQwAjuwcgN0F6tr-bQ4-nv2GQ80QuJnwYuho5Mah0ehbhoCdUIQAvD_BwE&utm_campaign=18141173729&utm_content=&utm_medium=cpc&utm_source=google&utm_term=)] **Please note that this is a paid event to help cover the cost of meetup fees. Thank you for supporting Girl Who Boss and being part of a community that uplifts and inspires!** **Refund Policy** Kindly note that refunds cannot be provided for cancellations made less than 48 hours before the event. If you’re unable to attend, please reach out to one of the hosts to discuss alternative arrangements.

Join Rainbow Social for a day of walking, talking and lunch, grab your coffee on the way to the lakes before hand. FREE to attend. Meeting on corner of Muray RD and Gaffney St inside the lakes area. I'll be there in rainbow to meet and greet you. Meeting at 10:45am and starting walking around 11:15am. Please do NOT be late, hungover (smell of alcohol) and have bad BO. The walk will be roughly 90 mins, 45 mins there and back (unsure where we are walking to but following the trail), stop for lunch, (30-40mins) before making our way back Coburg Lakes, arriving back about 2pm. What to bring: \- Your cute dog \- Water \- BYO lunch or we will start along the way to get something \- Good shoes to walk \- Sunscreen if sunny Communication: \- I send email via Try Booking\, do check your spam for any updates \- I'll send my number the day prior if you need to contact me directly This is a stress free, relaxed and friendly event to get your chatting and meeting like minded people by mixing up throughout event. Check public transport options to arrive at Coburg Lakes no latter then 11:00am ready for a prompt start. Do update RSVP or all platforms. Tell yor friends to join, more the merrier. See you May 10th at Coburg Lakes for a walk and talk

***Vibe out with your tribe, out. (No coding experience required or expected!)*** Join us for **Vibe Code & Chill: October Edition** on Sunday, October 5th, 2025. This isn’t your average meetup: no stuffy panels, no boring lectures. We’re here to vibe, imbibe, and make progress on our *projects-de-jour*: from AI experiments to Web3 hacks, AR side projects, or just messing around with next-gen tools. ***New to the crew?*** Expect a warm welcome and friendly face to greet you before introducing you around and helping you find your people. We keep it friendly, fun, and inclusive and with free snacks and drinks, you’re covered. Bring your laptop and your best coding mojo. **What to expect:** * **Chill coding & collaboration:** Bring your laptop and your current coding project. Find a spot in our comfortable booths or at tables with fellow coders. This is a space for hands-on work, casual discussions on the latest gizmos, and helping each other out. * **Free refreshments:** Stay fueled and hydrated with non-alcoholic drinks and a selection of snacks provided by the club. The pub has a great range of meals and drinks if you're looking for something more. * **Headphone-free zone (official hours):** You can code in your own world at home! We have a no-headphone policy for the first hour of the meetup. * **Flexible timing:** You're welcome to arrive early and get started before the official event kicks off at 2PM. and you're welcome to stay and vibe on as long as you like. No sweat if you can't stay the whole time, just pop in and join the fun for as long as you can! Come ready to laugh, learn, and grow with a community that's excited by design, tech, and innovation. This is your chance to make new friends, share ideas, and be inspired by fellow driven and generous minds.

After another run of sold-out events, we’re bringing the industry’s top operators back together in Melbourne for two days of high-level, actionable marketing. This isn’t a generic business or startup event. Everything is focused on one thing: **what’s actually working in digital marketing right now**. Across the two days, you’ll see real campaigns broken down step-by-step — from AI-driven strategies and paid media scaling systems, to SEO in an AI-first world, content that converts, and marketing systems that drive revenue. No fluff. No recycled theory. Just proven strategies you can implement immediately. You’ll be joining 250+ marketers, founders, and operators in Melbourne for what will be a fast-paced, high-value two days. Full details available here: [www.digitalmarketersaustralia.com](http://www.digitalmarketersaustralia.com) **Your ticket includes:** * 2 full days of content (9am–5pm both days) * DMA Networking Night with all attendees (drinks included) * Presentation slides from every session post-event **You’ll walk away with practical strategies in:** * AI tools for marketing and automation * SEO in an AI-driven landscape * Paid ads across Meta, Google, TikTok and more * Growth systems and scaling frameworks * Content and short-form video that converts * Email and conversion optimisation * Personal branding and founder-led marketing * UGC and creative strategies And a lot more. If you’re serious about staying ahead in 2026, this is where you need to be.

We will get-together at the KereKere cafe - at the community table just inside the cafe entrance. *This is a group for people with intermediate and advanced level French who are able to engage in a conversation en français. It is not suitable for beginners.* The cafe is close to the corner of Wellington Parade and Lansdowne St, East Melbourne in the Fitzroy Gardens. It takes about 5 minutes on Tram 75 from Flinders St Station, or 15 minute walk. Car parking around Fitzroy Gardens on Sundays now is $2 per hour with a 4 hour limit, Some parking is limited to 1 hour even on Sunday. And occasionally, if there is a game at the MCG for example there might not be much parking at all. Price: The event fee is $4.00 - cash necessary! . and please be sure you are a member of MyFrenchLife.org before attending reunion - merci https://www.MyFrenchLife.org. The event fees are transferred to MyFrenchLife contributing to the meetup platform - thank you. À bientôt ! Veronica and Daniel Réunion Hosts MyFrenchLife.org

**How to take control of your subconscious and harness its power!** EVERY SUNDAY AT 11AM Join us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You'll gain insights into: * The true definition of the subconscious * How it generates unwanted emotions * Its real purpose and function * What determines the pressure it exerts on you But this isn't just another lecture where you sit and listen passively. It's interactive and engaging - you can ask questions at any time. FREE ADMISSION Reserve your spot today. Seats are limited, so don't wait too long to sign up.

🌺🍹 **TIKI PARTY @ PBR COWBOY BAR + SMOKEHOUSE** 🐂🌴 **Friday, May 15th** Grab your crew and get ready to trade boots for beach vibes (or rock both 😏). We’re turning PBR into a tropical party for one night only—think island energy, great music, and a packed dance floor. 🔥 **How to Join the Party** When you arrive, just **say “PBR Meetup” at the door** to get your wristband for exclusive drink specials all night! 🍹 **Exclusive Drink Specials-7pm-9pm** $3 Domestic Draft – Miller Lite & Coors Light $3 Well Liquor Cocktails $4 Vizzy Seltzers $5 Select Call Liquor – Tito’s, Bacardi, Tanqueray, Cazadores Reposado & Jack Daniels $5 Select Shots – White Tea Shots & Fireball 💃 **What to Expect** 🌴 Tropical vibes + high-energy music 💃 Line dancing + dance floor all night 🤝 A fun, social crowd (perfect for groups or meeting new people) 📸 Plenty of moments you’ll want on camera Whether you’re coming for the drinks, the dancing, or just a fun night out—this is your excuse to show up and go all in. Throw on something tropical, bring your people, and we’ll see you at the party 🌺🍹

Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"

**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.*

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

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!