Data Science using R

🥒🎾 Social Pickleball DUPR Round Robin – All Levels Welcome! 🥒🎾 📢 Instagram: @rmit_pickleball 📢 WhatsApp: RMIT Pickleball Club 🏓 Paddles and balls provided! 🎾 Join us for a social yet competitive pickleball session with DUPR-rated matches. Meet new players, enjoy great games, and build your DUPR rating in a fun round robin format. 👥 Who is it for? * Members of the public and RMIT students * Social and competitive players looking for rated games * Intermediate and advanced players * New DUPR players are welcome if they are comfortable with pickleball rules, scoring, and gameplay 🔄 Format * DUPR round robin format * Partners and opponents will rotate throughout the session * Pairings are generated based on results from previous rounds * No fixed partners for the session * All match results will be submitted to DUPR ✅ How to join? 1. Become a club member at the RMIT Store (one-off payment) 1. RSVP on Meetup to join the session 1. Once marked as “Going”, pay for the session: * Payment link will be posted in the Meetup comments section 1–3 days before the event * Use your RMIT Store account with an active club membership If you can no longer attend, please update your RSVP to “Not Going”. ⏳ Priority on Waitlist 1. Clear Meetup profile with your name and photo 1. RMIT students 1. Regular attendees 📅 On the day * New players, please introduce yourself to the host * Have your Pickleheads app and DUPR account ready before the session * A Pickleheads group invite will be provided on the day for match assignments and score entry * If you have not joined Pickleheads or created a DUPR account yet, please arrive a little earlier and we can help you get set up before play begins * Have your emailed ticket receipt ready, as it may be checked on the day 🔄 Cancellations and Refunds * No refunds for change of mind, non-attendance, or no-shows * Refunds are only provided if the event is cancelled (e.g. weather or court availability) * Credit for a future session may be offered by agreement if an event is cancelled * Only pay using the payment link shared in Meetup comments. Using old payment links is at your own risk. Whether you’re 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! 👈

### 🔥🧊 **Fire & Ice – Bachata Workshop & Social** 🧊🔥 💳 **Rising STAR Card Holders:** Step into the Fire & Ice life for **FREE!** Simply present your STAR at the door to unlock full access to both the Bachata workshop and the social dancing — the ultimate way to manifest your membership energy! 🌟✨ Join us on **Saturday, June 13th** for a night of clash and high-energy vibes. We’re creating a space of deep connection and premium energy in North Melbourne. Whether you’re a beginner or a pro, find your place in the **Fire & Ice** experience. 🥂🕺💃 ✨ **No partner needed • All levels welcome** *** ### ✨ THE DETAILS 📅 **Date:** Saturday, June 13th 📍 **Location:** Sokol Melbourne Inc (497 Queensberry Street, North Melbourne) 👗 **Dress Code:** Guys in Blue (Ice), Ladies in Red (Fire) 💙❤️ Dress to impress in our contrasting theme. Think sleek, bold, and stylish. Let’s turn the floor into a sea of Fire & Ice! 🧊🔥 *** ### ⏰ THE SCHEDULE **8:00 PM – Bachata Workshop (Open Level)** 🎓 Find your flow and sharpen your style. Build strong fundamentals while enhancing timing and partner connection — ideal for dancers looking to level up. **9:00 PM – 12:30 AM – Social Dancing** 🥂 Dance the night away, connect with the community, and soak up the energy until late! 💃✨ *** ### 🎵 THE VIBES 🎶 **Main mix:** 70% Bachata • 30% Salsa • Touch of Kizomba & Zouk 🎧 **DJs:** DJ Hong Starr • DJ Spanky • DJ Pombo *** ### 💰 PRICING 🌟 **Rising STAR Card:** Entry is **FREE** — just show your card! 💳 🎟️ **Online Booking:** Save your spot and some cash here: 👉 https://www.trybooking.com/DMDTZ *** 🌟 Come step into Fire & Ice, find your rhythm, and experience the energy. A Saturday night full of great people and better dancing — don’t miss out on the most stylish night in Melbourne! 💙❤️

### 🌿 KISMETRIX \| True Connection x Pun & GainzRun Club Social — Move\, Connect & Meet [Ticketed Event](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator) Hosted by KISMETRIX \| True Connection in collaboration with Pun & Gainz 📍 Meeting Point: Boatshed Cafe, 3 Aquatic Drive, Albert Park VIC 3206 📅 Sunday, 14 June 2026 🕘 Please arrive by **8:45 AM** — we start at 9:00 AM sharp ⏱ 9:00 AM – 10:30 AM 🎽 Dress Code: Comfortable activewear or running shoes ☕ **Ticket includes 1 standard hot beverage after the run** #### **SOME OF THE BEST CONVERSATIONS HAPPEN MID-STRIDE.** There's something about moving together that breaks down walls faster than any icebreaker ever could. The rhythm of a run. The fresh air. The shared effort. The way conversation just... flows. That's exactly why we created this. Kismetrix has teamed up with **Pun & Gainz** — Melbourne-based personal trainers who believe fitness is as much about community as it is about movement — for our first ever **Run Club Social** at the beautiful Albert Park Lake. This isn't a race. It isn't a gym class. It's a relaxed, social Sunday morning run for singles who want to meet real people, in real life, doing something they actually enjoy. #### **🏃 WHAT TO EXPECT** * A PT-led warm up to get you moving and feeling good before we set off * A relaxed run around Albert Park Lake (approx. 3–4 km) at your own pace * Natural pace groups form as you go — runners with runners, walkers with walkers, and everything in between * A supported walk/run option for those who prefer a gentler pace — you're in good company and you'll still see the whole lake * Everyone meets at the Boatshed Cafe at the end — this is where the morning really comes alive * Hot drink included, conversation flows naturally, no awkward formats needed * Coming solo is completely normal — most people do #### **💛 WHO THIS IS FOR** This event is for singles who: * Enjoy being active and want to meet people in a natural setting * Are curious about running or already love it — all paces genuinely welcome * Prefer real-life connection over dating apps and loud venues * Want to be part of a growing community, not just attend a one-off event * Are open to friendship, connection, or something more — without it being the whole point All adult singles welcome, across a wide range of ages. Come solo — most people do. #### **✨ ABOUT THE COLLABORATION** Pun & Gainz are Melbourne personal trainers who bring energy, expertise, and genuine warmth to every session. They believe the best workouts happen when people feel good together — and that's exactly what Kismetrix is built on. Two communities. One Sunday morning. A shared belief that showing up — in fitness and in life — is where everything begins. #### **📋 WHAT TO BRING** * Comfortable running or walking shoes * Water bottle * Sunscreen & a light layer (June mornings can be crisp) * An open, easy-going mindset 💛 #### **🎟️ [TICKETS](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator)** 🌿 Introductory Price: $10 🌿 Introductory Last minutes Price: $20 — includes 1 standard hot beverage after the run. *This is our first Run Club Social with Pun & Gainz. Introductory pricing reflects that — and won't last.* #### **🔔 IMPORTANT NOTES** * Adults only, singles welcome across all ages * No children or dogs — this helps keep the space comfortable and social for everyone * Please arrive by 8:45 AM — we move off at 9:00 AM and cannot hold the group * Tickets are non-refundable but transferable * This is a social connection experience — outcomes are never guaranteed * Kismetrix reserves the right to manage attendance to ensure a respectful, welcoming environment for all #### **🔗 STAY CONNECTED WITH KISMETRIX \| TRUE CONNECTION** 📧 social@kismetrix.com.au 🌐 www.kismetrix.com.au 📱 Instagram: @kismetrix_ \| Facebook \| Eventbrite 🤝 Collaborations: collabs@kismetrix.com.au 📄 By registering\, you confirm you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\.

**Welcome to Badminton Social (羽球匯友) Meetup!** Join us for regular badminton, social meetups, and a great time on the court around Caulfield. Let's build a welcoming badminton community and make some amazing memories together! Whether you are a beginner or a pro, this event is perfect for anyone looking to stay active, make new friends, and enjoy some friendly plays. Our group is made up of both local and international members, creating a diverse and welcoming atmosphere for everyone to join in. Not only will you have the chance to improve your Badminton skills and stay fit, but you'll also have the opportunity to connect with like-minded individuals who share a passion for healthy living and staying active. Come and be a part of our community in Melbourne, where friendships are made on and off the court. **Details as below:** When: 13 June, this Saturday Time: 5pm - 6.30pm Where: Monash Sport Caulfield (1-min walk from Caulfield Station / free parking around the Station) Fee: $12 per head (PayID to the organizer) *#Limited spots - first come first served (RSVP)* *#Please bring your own racket(s); or you can rent it from the Centre (if needed)* ***#Please kindly update your RSVP as soon as possible if you need to cancel, so hopefully others can still get a spot to join. Cancellations within 24 hours or no-shows will be charged the full rate - Many thanks for your understanding and cooperation.*** *#Please let the organizer know after the first play, if you'd like to play regularly with the group ongoing and enjoy exclusive offer - Organizer will add you to our Whatsapp group for the regulars :)* *DISCLAIMER:* *By* *attending any event hosted by this Meetup group, you acknowledge and accept that participation involves inherent risks, including injury or loss of property, and you assume full responsibility for your safety. The organizers are not liable for any damages, injuries, or losses that occur, regardless of cause. You agree to follow any event guidelines, act responsibly, and understand that you are responsible for your own well-being. By attending, you accept these terms.*

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

**We’re back! 🚀** If you’re reading this, chances are you’re not just after small talk and swipes. We’re not products on a dating app. There are no algorithms here, just proper hellos and a bit of good old-fashioned eye contact. After some remodification, Slow Dating 2.0 is back after several requests! Thank you for your patience and support. It means a lot to us! 💞 If you never heard of us, no worries! We welcome new people and souls! 🐢 🌸 **Attendee Profile** Women tend to register from their **late 20s to 30s**, and men join from a **slightly wider age range**, creating great variety in conversations. ### **Introducing our venue partner: Paradise Alley** This time, we’re hosting Slow Dating inside one of Collingwood most charming local spots. Soft lighting, a relaxed pub-bar atmosphere, and just the right amount of buzz — the bar creates a space where genuine conversations can breathe and chemistry has room to grow. ### **So how does it work?** At slow dating events, you will have **more time AND multiple chances** to build some more connections with the ones you are interested in. **🍹 You can claim your welcome drink when you arrive.** **🗣 One-on-one rotations** to spark conversations with your handpicked matches. 🎴 **Conversation cards are provided if you need.** **🤙Private matching system**—no awkward rejections on the spot :) You will be notified of your matches afterwards. At **Slow Dating**, we focus on building **real connections** by 👥 **Keeping it intimate**—a limited number of participants are accepted because we focus on **quality, not quantity.** 🎟️ **The dating may be a bit slow, but tickets sell fast!** **‼️GET YOUR TICKET HERE**👉👉[YOUR TICKET](https://www.eventbrite.com.au/e/slow-dating-31-45yrs-sunday-single-professional-registration-1989826452484?aff=oddtdtcreator)👈👈‼️

Welcome to Respawn’s Gamers Citadel! 🛡️ Come hang out, meet fellow gamers, and enjoy a chill vibe with great food and drinks. 🥤 Entry is $3 or buy yourself a drink or food. 🍲 At the “Gamers Citadel”, we provide the consoles for you and have two multiplayer (2-4 player) game stations (A, B, C and D). For our board games area you are allowed to BYO! 😯 ♟️ Currently available are: Switch, PS1, PS2, SNES, N64, Cardfight!! Vanguard, Yu-Gi-Oh! and more! If you’re bringing anything, please DM us so we can accommodate. ❤️ Conditions of entry are to either purchase any food or drink of your choice and we will provide you a reusable badge to show that you’re one of us! ✌️ Whether you’re a casual player or a hardcore fan, this is the place to be. Don’t miss out on the fun! 🤩 Our games list is below! 👇 Game Station A - Switch & Sega Drive Mini - Michael: 1st Game: Super Smash Bros Ultimate 2nd Game: Super Mario Kart 8 Game Station B - Steam - Dean: 1st Game: Halo 3 - 4 player 2nd Game: Crash Team Racing - 4 player Game Station C - PS3 - Taran 1st Game: Injustice 2nd Game: Gran Turismo 5 Game Station D - TCG + Board Games: Pokémon TCG YU-Gi-OH! TCG UNO JENGA BYO available! You can bring your own board games, controllers, equipment etc. 👍 Follow us on Instagram: @respawn.social 📱 Join us on Discord: https://discord.gg/phscMtBqpW 🎧 Find Respawn on Facebook: https://facebook.com/events/s/respawn-gaming-social-club-lau/940165205164472/ 🔗 Visit our website for all info: https://intermingle.au/respawn/ 👩‍💻

**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.

✨ **KISMETRIX \| True Connection** [Ticketed Event](https://www.eventbrite.com.au/e/june-14-blackwood-social-afternoon-drinks-for-singles-windsor-tickets-1990554475019) ### **Blackwood Social - Afternoon Drinks for Singles** **📍 Blackwoods Wine & Cocktail Bar — 137 Chapel Street, Windsor** **📅 Sunday, 14 June 2026 · 2:00 PM – 5:00 PM** **🥂 Standard drink on arrival included** **Somewhere along the way, meeting people got lonely.** The apps turned connection into a catalogue. The bar scene stopped feeling worth it. Your social circle calcified in your late twenties and nobody told you how to crack it back open. You're not anti-social. You're not too picky. You're just waiting for a room that actually feels worth walking into. This is that room. #### BLACKWOOD SOCIAL Kismetrix doesn't run singles nights. We build the kind of afternoon where you walk in not knowing a soul — and walk out wondering why Sunday ever looked like anything else. Blackwoods Wine & Cocktail Bar in Windsor is the setting. Unhurried. Intimate. The kind of place that makes conversation feel easy before you've even tried. Our host will be there from the moment you arrive — not to run activities or move you around the room, but to make sure nobody spends their first five minutes standing alone wondering if they've made a mistake. You haven't. We've got you. Name tags on. Guard down. Drink in hand. See what happens. #### WHO THIS IS FOR Professionals and creatives aged 28–42 who are socially confident but privately a little tired of how hard it's become to meet people who actually get it. People who want a relationship, or a friend, or just proof that their city still has interesting humans in it. Most guests come alone. That's not the exception here — that's the point. #### WHAT YOU'RE WALKING INTO 🥂 Standard drink waiting for you on arrival 🍸 Full cocktail and wine menu at one of Windsor's best bars 👋 Name tags — because remembering someone's name is the beginning of everything 🤝 A host who genuinely cares how you feel in the room 📍 Cosy indoors + heated courtyard out back #### WHAT PEOPLE LEAVE WITH Sometimes it's a number. Sometimes it's a new regular at your table. Sometimes it's just the feeling — quiet but real — that your people are out there and you've started finding them. Kismetrix is where that starts. #### TICKETS - [Book Here](https://www.eventbrite.com.au/e/june-14-blackwood-social-afternoon-drinks-for-singles-windsor-tickets-1990554475019) 🌿 Early Bird — $29 (first to go — always) 🌿 Standard — $45 Early bird pricing won't last. Grab yours before it moves. #### IMPORTANT NOTES 🎯 This is a hosted social experience — not speed dating 🎯 A welcome drink is included; additional drinks and food are available at the venue 🎯 Gender balance is carefully aimed for but not always guaranteed 🎯 Respect, boundaries, and good energy are essential at all Kismetrix events 🎯 Tickets are non-refundable but transferable KISMETRIX reserves the right to manage attendance and participation, including declining or removing entry where necessary, to ensure a positive and respectful experience for all guests. #### ABOUT KISMETRIX Kismetrix is Melbourne's premium real-life connection experience — built on the belief that the most important relationships in your life will not begin with a swipe. Every event is intentionally designed, warmly hosted, and quietly obsessed with how it feels to be in the room. We're building something bigger than events. We're building the community Melbourne didn't know it was missing. 📧 [social@kismetrix.com.au]() 🌐 [www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au") 📱 Follow us on Instagram, Facebook & Eventbrite By attending, guests agree to the Kismetrix Code of Conduct: kismetrix.com.au/code-of-conduct

🥒🎾 **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! 👈**

**PLEASE NOTE THE FOLLOWING DETAILS:** This group is suitable for an intermediate type player. Beginners should participate in the Monday program. **YOU WILL NEED TO REGISTER AND PAY VIA THE ATTACHED LINK TO SECURE YOUR SPOT:** https://play.tennis.com.au/RoyalParkTennisClub/Coaching **Players who just register their interest on Meetup, do not have their spots secured and may miss out.** **Registration Opens:** 6 Days in advance at 9am **Registration Closes:** Close 6pm the day *before* the event. This is to finalise player numbers and organise a playing roster. **Social Tennis Structure:** * Location: Royal Park Tennis Club (333 The Avenue, Parkville, Melbourne) * Day: Sunday * Time: 2.00pm-4.00pm Cost: $10 for Non-Members, $0 for Members. * Participants will play 3 sets of tennis: emphasis on having a good hit of tennis, getting some exercise and making friends. * After each set, participants will rotate around. * Balls are provided each week. * Racquets are available for hire if required. * Some refreshments are available for purchase. * Please remember to wear shoes suitable for tennis! * Maximum of 16 spots for each session.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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)

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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