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Frequently Asked Questions

Yes! Check out talent acquisition events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the talent acquisition events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find talent acquisition events near your location here. Connect with your local community and discover events within your area.

Talent Acquisition Events Today

Join in-person Talent Acquisition events happening right now

May15 | Singles Dinner Night, Feast Drinks & Connection, Gilberts Bentleigh
May15 | Singles Dinner Night, Feast Drinks & Connection, Gilberts Bentleigh
## **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\.
FREE GENDER BALANCED Tech IT AI Data Science Startups Networking LAST ENTRY 8.30
FREE GENDER BALANCED Tech IT AI Data Science Startups Networking LAST ENTRY 8.30
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
The Art of Authentic Relating - Monthly practice night (Ticketed event)
The Art of Authentic Relating - Monthly practice night (Ticketed event)
\*\*\*\*\*THIS IS A PAID TICKETED EVENT; you can only attend by buying you ticket through the Eventbrite link here: [get your tickets here](https://www.eventbrite.com.au/e/authentic-relating-games-night-tickets-633255352807?aff=oddtdtcreator)[!](https://www.eventbrite.com.au/e/authentic-relating-games-night-tickets-1383610449099?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl)\*\*\*\*\*\*\* Also, please read all details, in this page and eventbrite page Hello everyone! You are warmly invited to this immersive evening of Authentic Relating. This event will involve fun and interactive exercises based around exploring the theme, "What is like to be in connection with myself and others?" This is a space for exploring feelings, sensations, boundaries, and self-expression through immersive exercises. This is about empathic collaboration and learning the art of expressing what is present in the moment. These beautiful practices really encourage an experience of increased depth and awareness, in a way that is sometimes not available in our everyday lives. The exercises work by creating a framework to explore communication in a non-scripted, in the moment way, which edges away from habitual patterns of relating and welcomes in more life, more breath, and more empathy. One of the benefits of practices, is that it helps with learning to become more aware of ourselves and others and how do we inter-relate. \*\*\*NOTE: It is recommended that participants have some experience introspection and shadow work, through participating in counselling, sharing circles, meditation, contemplation, yoga, or any modality that is designed to bring people into contact with their unconscious. This is stated as a duty of care, as the practices in authentic relating revolve around meeting ourselves deeply and coming into contact with how we are occurring the world. This process can be beautifully enlivening, and at times confronting, but the space is guided in such a way that it brings as much holding, and gentleness to the process as to make those courageous steps to share deeply, easier. If you are new to Authentic Relating or "AR" (as people in the community refer to it) and you have any questions or curiosities, please feel free to contact me via messenger for a chat. Also, there is a plenty of YouTube results for Authentic Relating practices. \*\*\* \*If you are experiencing financial hardship and wish to attend, please reach out and we can arrange something. \*\*please read Eventbrite details to. \*\*you cannot attend without pre-purchasing a ticket through the Eventbrite link. \*\*The doors for the event close 15 minuets after the start time, meaning, no entry is allowed once we have set the container, and spoken about the agreements, so please make the appropriate arrangements to arrive on time. About me. I've had a long history of interest in understanding my mind through various means of enquiry from Meditation, Yoga, Transpersonal Counselling, Sound Healing and Neurofeedback. In the last 8 years I have been deeply involved in the Authentic Relating movement immersing myself in practices and deriving tremendous insight into myself a growth within my own personal relationships as a result of this work. I have been facilitating groups to journey deeply into this work for the last 4 years and I am continually on a journey of getting to know myself deeper and bring artistry and humility to facilitating. The event will most likely finish on time, with a 10-minuet buffer at the end in case we go over, there will be spare time to hang around and chat after. There will also be a 15-minute break in the middle of the event, with some small snacks provided.
Jewellers Bench Hire in Fitzroy
Jewellers Bench Hire in Fitzroy
Jewellers can hire a desk in our workshop to make or finish off their own pieces. This workshop is self run, you need to attend a health and safety induction before working daily unattended. Basic jewellery making tools are provided and some consumables such as flux, borax, tumbling polish, lathe polish and some drill bits. Aprons and safety glasses are provided, tie up loose hair, wear enclosed shoes. Please email claw.creative.studios@gmail.com for any questions or inquiries. Clara Carija, Director CLAW CREATIVE.
The Sheep Detectives
The Sheep Detectives
Hi all, This week's film, The Sheep Detectives, will be screening at 6:40pm in cinema 6. I was sceptical of the idea of putting a wolverine in charge of a flock of sheep but the trailer allayed my fears. Lisa will be hosting and will be in the usual meeting spot [read on for details] from 6:30pm. Cheers! **--=>+ Meeting Spot +<=--** Outside the clothing store Black Orange. It is inside Lygon Court next to Brunettis. Join the group at the meeting spot 10 minutes before the start time or see us in the movie. **--=>+ The Film +<=--** In this irresistably witty mystery, shepherd George (Hugh Jackman) reads detective novels to his beloved flock every night, assuming they couldn't possibly understand him. But, when a mysterious incident upends life on George's farm, the sheep realise they must solve the crime. Summoning the knowledge they've learned from listening to George's stories, the animals begin to investigate their human suspects. Starring Emma Thompson, Nicholas Braun, Nicholas Galitzine and Hong Chau, THE SHEEP DETECTIVES features the voice talents of Julia Louis-Dreyfus, Bryan Cranston, Brett Goldstein, Patrick Stewart and Chris O'Dowd. **--=>+ Tickets +<=--** Everyone will need to buy their own ticket online and in advance. If you want to sit with other group members, there's a tendency for us to pick seats in the back two rows. Those who feel comfortable can catch up in Nova's bar afterward. **--=>+ Afterwards+<=--** We meet in Nova's bar after the movie. Look for us in the area to the left as you go down the steps. Share your thoughts about the film with the group over a drink of your choice. If the bar is closed we typically head across the road to the Wolf's Lair which is out the back of Jimmy Watson's.
CURRY QUEEN - INDIAN
CURRY QUEEN - INDIAN
Friday Pickleball @ Melbourne Central | *Read Description* RMIT PKBL CLUB
Friday Pickleball @ Melbourne Central | *Read Description* RMIT PKBL CLUB
**Social Pickleball - All Levels Welcome!** \*\* [Instagram: @rmit_pickleball](https://www.instagram.com/rmit_pickleball/) [WhatsApp: RMIT Pickleball Club](https://chat.whatsapp.com/G7VE0NcThWWIgLnnJBVQBq)\*\* \*\* Paddles and balls provided! Beginner friendly - simply show up and we’ll teach you the basics \*\* Grab a paddle, play pickleball, and meet new people! \*\* Who is it for?\*\* * Members of public and RMIT students * Complete beginners * Intermediate players * Advanced players (up to DUPR 4.5 expected) **✅ How to join?** 1. **Become a club member** [at the RMIT Store](https://store.rmit.edu.au/pages/club/pickleball) (one-off payment) 2. **RSVP** on Meetup to join the session 3. When marked as **“Going”**, pay for the session: **\- Payment link** is in the **comment section below** (posted 1-3 days before) \- Use your RMIT Store account with a club membership \(from step 1\) 4. Can’t attend? Update your RSVP to “Not Going” **⏳ Priority on waitlist** 1. Clear Meetup profile with name and photo 2. RMIT students 3. Regular attendees \*\* On the day\*\* * New players, please **introduce yourself to the host** * New players wanting a **rules intro**, please arrive on-time and ask a host * Have your **emailed ticket receipt ready** \- it will be checked on the day \*\* Cancellations and Refunds\*\* * No refunds for change of mind, non-attendance, or no-shows * Refunds only if the event is cancelled (weather or court availability) * Credit for a later session may be offered by agreement in case of event cancellation * Pay only when we share the payment link in Meetup - using old links is at your own risk Whether you are new to pickleball or a regular player, this is a great way to get some games in and connect with the community. Come solo or bring a friend - everyone is welcome! \*\* Spots are limited, so RSVP early! \*\*

Talent Acquisition Events This Week

Discover what is happening in the next few days

Find Your Personality Match - Make Friends (Age group: 25-45))
Find Your Personality Match - Make Friends (Age group: 25-45))
🌟 **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.
ROME EXHIBITION + EXPLORE ITALIAN CUISINE!
ROME EXHIBITION + EXPLORE ITALIAN CUISINE!
E is for Exhibition, and what better exhibition than ROME: Empire, Power, People. After pondering the rise and fall of the Roman Empire, we continue our Italian adventure by exploring the delicious flavours of Italy conveniently located nearby in Carlton: think pasta, pizza, gelato, tiramisu, perhaps a nice espresso or a glass of vino... **ITINERARY** 11am: Meet at the foyer of Melbourne Museum for meet and greet and to purchase your ticket if you haven't done so. Here's the link to purchase your Rome exhibition ticket (includes museum entry): https://museumsvictoria.com.au/melbournemuseum/whats-on/rome-empire-power-people/ We will enter as a group but feel free to meander at your own pace as you explore the exhibits. If you only want to visit the museum but not the Rome exhibition, general admission is $18. https://museumsvictoria.com.au/melbournemuseum/tickets/ 12.30pm - Meet back at the foyer to proceed to lunch together. 12.30-2pm - Lunch and coffee in Carlton (exact venue TBC). 2pm - End of event. **NOTE** There is an organizer fee of $10 for this event. Feel free to PayID me at 0403 413 056 (Serena Low) or bring cash on the day. **GETTING THERE** The closest train station is Parliament.
Geelong Trusted Personality Matched Speed Dating
Geelong Trusted Personality Matched Speed Dating
**🪷 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. 🌟 ✨
The Power of the Subconscious Mind Seminar
The Power of the Subconscious Mind Seminar
**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.
Geelong For Singles Looking For Commitment
Geelong For Singles Looking For Commitment
**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.
Geelong Simple Online Speed Dating Experience
Geelong Simple Online Speed Dating Experience
**🌺 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. ❤️‍🔥 ✨

Talent Acquisition Events Near You

Connect with your local Talent Acquisition community

Psychic Development Series  II - Pueo Group
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
Vision Loss Support Group: Discussion of Ohio Theatre Tour
Vision Loss Support Group: Discussion of Ohio Theatre Tour
You can also join the meeting by Conference Call at (518) 263-8851.
Gold Star Business Networking
Gold Star Business Networking
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!
TBD
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD
Quarterly Community Gathering
Quarterly Community Gathering
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)