Executive Recruiters

**Unlock Meaningful Connections at Our Speed Friending Event** [LINK TO BOOK](https://www.eventbrite.com/e/group-speed-friending-with-meaningful-conversations-tickets-1985108869065?aff=oddtdtcreator) Ready to step out of your comfort zone and make authentic connections? Join us at *The Bank on Collins* for an exclusive Speed Friending event with structured conversations designed for ambitious professionals and like-minded individuals who are eager to forge meaningful connections - not just small talk. This event attracts a diverse group of individuals who are serious about building friendships and expanding their network. Whether you're a professional climbing the career ladder, a creative pushing the boundaries of innovation, or an entrepreneur chasing your next big idea, you'll find yourself surrounded by like-minded go-getters who think big and dream even bigger. In a world where quality relationships are key to success, we believe that life is better with great people in it. This event is your opportunity to meet dynamic, driven individuals who are all about growth, collaboration, and real conversations. Be prepared to dive deep with thought-provoking questions that foster vulnerability and genuine connections so you can Find Your Tribe. Whether you're a seasoned event-goer or this is your first event, we're here to support you every step of the way. Push past surface-level interactions and start building the kind of relationships that truly matter. **Event Structure:** * **6:30 pm:** Arrive, grab a drink, and mingle. (Tip: Happy hour ends at 6:30 pm, so come early to snag a deal!) * **6:45 pm - 7:30 pm:** 3 rounds of group speed friending. You'll meet 12+ like-minded people ready to connect on a deeper level. * **7:30 pm - 8:00 pm:** Post-speed friending social networking. This is where the magic happens—spend time with the people you vibed with most and start building real friendships. **Investment:** $10. We are for passion, not profit. 50% of your contribution supports the running costs of the group, while the other 50% goes towards The Man Cave, Australia's leading preventative mental health charity for teenage boys and their communities. [Home - The Man Cave - Preventative mental health programs for teenage boys](https://themancave.life/) Link to book: https://www.eventbrite.com/e/group-speed-friending-with-meaningful-conversations-tickets-1985108869065?aff=oddtdtcreator To support the venue, please buy a drink (alcoholic or non-alcoholic) or snack during the event. **Liability Disclaimer:** By attending this event, you acknowledge that you are participating voluntarily and are responsible for your own health, safety, and well-being during the session. *Find Your Tribe Melbourne* and its hosts are not liable for any injury, loss, or damage that may occur. Please take care, be mindful of your surroundings, and participate within your own comfort level. **Photo & Video Disclaimer:** Please note that photos and videos will be taken throughout the event and may be used on our social media channels or other platforms. If you prefer not to be photographed or filmed, kindly inform one of the hosts at the beginning of the event. **Take the leap - join us for a night of transformative connections and step into a community of movers and shakers. We can't wait to meet you!** [LINK TO BOOK](https://www.eventbrite.com/e/group-speed-friending-with-meaningful-conversations-tickets-1985108869065?aff=oddtdtcreator) Instagram: @findyourtribemelb

This is a public lecture every month on the second Tuesday at the Unitarian hall in East Melbourne. It is also on zoom. For details see http://vic.theatheist.net/ Or ring John 0411 143744

We're thrilled to invite you to our next Microsoft Student Accelerator event on **Thursday, May 14th at 3:00 PM** at the **Microsoft Melbourne Office**! 🎉 Whether you're looking to understand different tech roles, learn how to best prepare for tech interviews, or learn about how to make your LinkedIn stand-out, this meetup is for you. Join us for an engaging afternoon filled with insights, practical guidance, and opportunities to connect with industry professionals and fellow students. ## What’s on the agenda: 📝 **Interview Preparation & Tips** – Learn what kinds of questions to expect in tech interviews and how to best prepare for them. 💬 **Crafting your LinkedIn Profile** – Get some tips about how to make your LinkedIn profile stand out. 🔦 **Role Spotlights** – Discover different tech pathways through short talks from professionals across multiple disciplines. 🤝 **Networking & Food** – Connect with peers and industry professionals to wrap up the afternoon. 📍 Microsoft Melbourne Office - Level 5, 4 Freshwater Place, Southbank VIC 3006 🗓 Thursday, 14th May 🕒 3:00 PM – 6:00 PM (AEST) (Please note: meetup event shows time in AWST, this event is at 3PM Melbourne time) We can't wait to see you there! 🤩 Best regards, The MSA Melbourne Team

Join us for a relaxed, no‑pressure networking evening designed to bring Melbourne’s business community together with purpose. There’s no formal agenda—just quality conversations and genuine connections, hosted by the team at [PropertySensor](https://www.propertysensor.com). **What to expect** A connection‑first environment (no sales pitches) Opportunities to expand your professional network Potential client introductions and new business leads - without the hard sell **Good to know** Cost: Free to attend (limited places — please register early) Food & drink: Available for purchase at venue restaurant / bar prices Bring: Your business cards and an open, collaborative mindset All Melbourne business professionals are welcome. Come to connect, share ideas and discover opportunities.

**Who Wants to be a F&^%ing Design Leader?** Fresh off their high-energy takeover at **The Design Leadership Roundtable**, the duo you didn’t know you needed, **David Bacon** and **Amir Ansari**, are bringing their hit gameshow to Melbourne Design Thinking. Let’s be real: transition into leadership is messy, loud, and full of questions no one actually answers in textbooks. On **May 14th**, we’re ditching the dry slide decks for a fast-paced, interactive gameshow that puts your instincts to the test. **What’s on the line?** Too many talented designers hit a ceiling not because they lack skill, but because they’re playing by the wrong set of rules. In this session, David and Amir will help you navigate the chaos of leadership with a "no-BS" approach. **What you’ll experience:** * **The Hot Seat:** Watch (or join!) as we tackle the real-world dilemmas that make or break a design leader * **Strategy over Guesswork:** Move past overthinking and learn how to make decisions that actually move the needle for your team and career. * **Identifying Your Edge:** Pinpoint the specific leadership patterns and "unfair advantages" that set the greats apart. * **Visibility Without the Noise:** Learn how to signal credibility and value to stakeholders without just being the loudest person in the room. **The Details** * **Date:** 14th May * **Host:** Melbourne Design Thinking Meetup * **Special Guests:** David Bacon & Amir Ansari Whether you’re already leading a team or just wondering if the "F&^%ing Design Leadership" life is for you, this is the roadmap you’ve been looking for, delivered with a lot of laughs and full fluff. **Are you ready to play?**

Want to be able to articulate your thoughts with clarity and precision? Want to overcome your public speaking anxiety and become a confident presenter? Want to develop leadership skills and become a better communicator? Join Elsternwick ToastMasters Club! Toastermasters is a not-for-profit organisation that is run by volunteers. We provide a supportive and positive learning experience in which members are empowered to develop communication and leadership skills, resulting in greater self-confidence and personal growth. We have meeting regularly, each meeting has a range of activities for you to participate in, such as impromptu speaking, prepared speech, debate,etc. You will also receive constructive feedback which helps you improve your performance. Guests are welcome! We offer three meetings for free to our guests before joining as a member,so you can get a taste of how ToastMasters works and decide if it's right for you. When: 2nd and 4th Thursday, 7pm-9pm Where: 450-452 Kooyong Rd, Caufield South Visit our website to find out more: https://elsternwick.toastmastersclubs.org/ Send us an contact form through our website to reserve your spot if you'd like to attend our meeting as a guest.

**Online Speed Dating for Mature Geelong Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

**Online Speed Dating for Mature East Melbourne Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

**Online Speed Dating for Mature Melbourne Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

**🪷 Quick Rounds Real Connection for East Melbourne Singles** Each evening, you'll experience host-managed one-on-one rounds with East Melbourne singles matched to you by age and personality, while everything stays on track thanks to a live host. As part of the process, there is a brief matching questionnaire to fill in — the information you provide there to give you a personally matched East Melbourne lineup, so your conversations have a better chance of going somewhere. Once the evening wraps up, we share who chose whom — exclusively for mutual selections — and you follow up whenever it suits you. **Find your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=collective-of-serious-singles-seeking-commitment&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=collective-of-serious-singles-seeking-commitment&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=collective-of-serious-singles-seeking-commitment&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=collective-of-serious-singles-seeking-commitment&ar=55+&face_v=3.0) **⚠️ Final step:** Your rsvp here is a signal of interest not a booking, so click your age range link above, complete the sign-up, and take the personality questions — numbers are intentionally limited so register early, and your place is confirmed only once you have done both. --- **Quick Details** - **Format:** Private in a Zoom video session centred on focused one-on-one video dates, matched by your quiz and age group in advance. - **Where:** Remote — on any laptop tablet or phone, Wi-Fi plus a camera is everything required, and you can pick whatever quiet spot works for you. - **Host:** A seasoned host steers the pace so nothing drags or feels rushed, leaving the logistics entirely in their hands — no co-hosting or self-management required on your part. - **Vibe:** Friendly video speed dating rounds with East Melbourne area singles who chose to be here, and most people say it felt nothing like they imagined. - **Duration:** Runs for roughly 75 minutes or so from round one onwards, and the format keeps things moving. **Ideal if you are:** - Individuals across East Melbourne wanting to escape endless scrolling and zero real dates and are ready for something genuine instead. - Returners calling East Melbourne home getting away from dating apps that go nowhere and are after something more than a swipe can offer. - Residents across East Melbourne who no longer want unread messages and dead-end conversations and want actual face-to-face conversation. - Those around East Melbourne leaving behind swiping with nothing to show for it and are ready for something that feels natural. - Singles based in East Melbourne who are tired of apps that waste evenings for no return and are serious about meeting someone. **Four simple steps** 1. **Get started** – via the link for your age group above, then fill in the personality questions as part of registration, as completing both steps locks in your place. 2. **Join the video call** – by clicking into the session at the scheduled start, works on any device without requiring a download, and a host keeps everything smooth from that point. 3. **Date** – focused private rounds with compatible East Melbourne area locals your age, with the host managing every round transition, since personality and age shaped every pairing in advance. 4. **Get 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. ⭐ *"Met someone I am genuinely excited about — easier and more fun than I expected"* – East Melbourne first-timer 💡 **One thing worth doing:** sit facing a window or lamp for better video, so the rounds feel natural from the very start, since you will thank yourself once the rounds get going. --- ✨ East Melbourne singles worth meeting are in this event — claim your place above and we will see you online while places last. Your next chapter might start tonight. 💫 ✨

**🪷 Speed Dating Live on Zoom for Geelong Locals Age Grouped — Real Rounds** Once you're connected, you'll participate in short one-on-one Zoom rounds with Geelong people in your age bracket who match your profile, as a friendly host guides every transition. Once you register, you answer a few quick personality questions — the results from that questionnaire to build your personal lineup of Geelong locals, so every round is informed by more than just looks. Once the rounds end, we reveal your mutual connections — but only if the feeling was mutual — and the connection is yours to explore in your own time. **Age group links — pick yours below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=collective-of-serious-singles-seeking-commitment&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=collective-of-serious-singles-seeking-commitment&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=collective-of-serious-singles-seeking-commitment&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=500.0&productType=onlineSpeedDating&city=Geelong&groupurlname=collective-of-serious-singles-seeking-commitment&ar=55+&face_v=3.0) **⚠️ Please note:** Clicking rsvp is only the first step not the whole process, so click your age range link above, complete the sign-up, and take the personality questions — spots go quickly so register now rather than later, and only the combination of both confirms your attendance. --- **This works best for:** - Professionals in Geelong ready to move past swiping with nothing to show for it and are looking for real connection. - Singles from the Geelong area looking beyond matches that fade out before meeting and want to try something that actually works. - Residents around Geelong bored of shallow connections that never lead anywhere and are ready for a genuine first impression. - Anyone in Geelong bored of app fatigue and empty match queues and want actual face-to-face conversation. **Here is the format** 1. **Get started** – through your age range link above, then take the brief personality quiz, as both steps are required and neither can be skipped. 2. **Log in** – at the event start by opening your Zoom link, phone computer or tablet — whatever you prefer, and a live host walks you through it from there. 3. **Meet your matches** – live one-on-one video rounds with Geelong people matched to you by age and quiz, while the host runs the clock so you can focus on the conversation, as every round is with someone selected for you by the quiz. 4. **Learn your results** – once it wraps we notify both sides of any mutual selection, since non-mutual choices are never shared with either party, and the next step is entirely in your hands. ⭐ *"Honestly the best dating format — way better than anything I have tried before"* – Geelong local who came back twice 💡 **Tip:** test your camera and mic before the event, which means you can focus entirely on the conversation, as it is worth doing before you need it not during. --- ✨ The best conversations start somewhere — click your age bracket and sign up and the host takes it from there while places last. Can not wait to see you there. 🌟 ✨

**🌺 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. ❤️‍🔥 ✨

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

We are recruiting new group leaders for virtual men's groups! Our primary groups are outdoor movement groups, but we are launching virtual groups for the state of Ohio and beyond and the groups will move outside in the spring, creating room for men's groups, women's groups and coed groups all over the country. Read below to learn about our groups and click the links at the bottom to apply. ### **What is an Outdoor Empowerment Group?** Our Outdoor Movement & Community Empowerment Groups are simple, guided experiences designed to help people reconnect with nature, themselves, and others. We combine some form of movement (hike, walk, run, bike, yoga, workout) and meaningful conversation within a simple community circle to create a space where individuals can support each other while prioritizing mental and physical well-being. Whether you’re seeking stress relief, personal growth, or community, our groups offer everyone a unique and welcoming environment. ## **Why Join?** * **Improve Mental & Physical Well-Being** – Movement, nature, and supportive conversations reduce stress and promote balance. * **Feel Less Alone** – Build genuine connections with like-minded people in a safe, welcoming space. * **Gain Clarity & Perspective** – Step outside daily routines and into a space designed for personal growth and reflection. ## **The Ideal Group Leader** The ideal group leader * Has a born-in passion for mental health, movement, connecting with nature and building community. * Has 5 extra hours per week to dedicate to a meaningful cause for at least one year. Yes, you can leave any organization at any time and we can also ask you to leave, but we are building with legacy in mind and we need people who can commit and be ALL IN on this mission to build with us. * Is independently financially stable with the ability to volunteer with no expectation of pay. This is a deeply beautiful journey of service that all participants commit to at Speak Your Mind. * An ability to manage groups with high emotional intelligence and desire for human connection. * An ability to self-motivate and market/promote their group on Facebook and other social platforms. * Nature informed therapy or clinical therapists/psychologists a plus. ## **Our Impact**  Since launching, we have helped thousands find support, connection, and healing through our Outdoor Movement Groups. 100% of participants surveyed have reported: * A noticeable improvement in mental clarity and emotional well-being. * An increase in social connection and a sense of belonging. * Said they would return again. We believe mental health should be accessible, community-driven, and rooted in nature. Join us and take the first step toward a more connected, grounded, and supported version of yourself. ### **Why Our Groups are Donation-Based** Our Outdoor Movement Groups are made possible through a donation-based model. This approach allows us to keep our events accessible to everyone, regardless of financial circumstances, while also ensuring that we can continue expanding our reach. It’s a great way to pay it forward and support the growth of this beautiful mission! Every contribution helps us: * **Cover Essential Costs** – Donations allow us to pay essential legal, marketing, insurance, and admin costs as well as nourish the important people who run the organization. * **Grow Our Mission** – With your support, we can bring these healing experiences to thousands more people in the future and execute our long term plan to expand across the USA, affecting up to 500,000 people per year. By choosing to contribute, you’re not just leading an event—you’re helping build a mental health movement that supports long-term well-being and connection for all during a severe mental health epidemic. ## **Come Join Us!** We’d love to have you be part of this growing community of people prioritizing their mental health, movement, and connection. 🔹 **Visit Our Website to Learn More:** https://speakyourmind.men/joinusoutside 🔹 **Apply Here to Lead Your Own Group!** – https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application 🔹 **Support the mission**: If you resonate with the mission and want to support, feel free to join a group before applying or donate to help us reach our goals to help more people! You can donate here: https://secure.givelively.org/donate/angels-for-angels/speak-your-mind Please text Mario with any questions: (808) 855-8831

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!

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

At Evolve Synergy Sessions, you'll be part of a supportive mastermind where we share challenges, brainstorm solutions, and inspire one another to take bold steps in our businesses. Grow your network, gain fresh perspectives, and build meaningful relationships with like-minded women who are committed to success. Whether you’re looking to move the needle in your business or simply need a space to connect and recharge, this is the perfect place to fuel your entrepreneurial journey. [Add Event to Calendar](https://evolvecolumbus.eventcalendarapp.com/) \*\* Please note, we will be arriving around 8:15a for open networking! Get there early and get connected! Contact Alexis Morley at [alexis.morley@edwardjones.com](mailto:alexis.morley@edwardjones.com) or Terri Lawson at [terri.lawson@e-merge.com](mailto:terri.lawson@e-merge.com) for more information.