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Frequently Asked Questions

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

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

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

JavaScript Libraries Events Today

Join in-person JavaScript Libraries events happening right now

NuCalm - Brain Health
NuCalm - Brain Health
NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html) It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies. NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire. The amazing thing is, NuCalm is all-natural and works every time you use it within minutes. The best thing to do now is to watch the video on the website and download the NuCalm app. All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make. WATCH THE VIDEO ON THE WEBSITE. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
Mighty Docklands Toastmasters Club Meeting
Mighty Docklands Toastmasters Club Meeting
**🎤 Elevate Your Communication & Leadership at Mighty Docklands Toastmasters!** Ready to level up your confidence, leadership skills, and public speaking prowess? Welcome to Mighty Docklands Toastmasters, where your journey to self-improvement begins! 🌟 What to Expect: * **Expert Toastmasters Guidance**: Our sessions follow the proven Toastmasters framework, ensuring you receive the best possible support and mentorship. * **Warm and Welcoming Atmosphere:** Immerse yourself in a friendly and vibrant environment, surrounded by like-minded individuals on their own journey of self-improvement. * **Diverse community:** Connect with 15-20 like-minded people at every meeting. Come and experience it for yourself! We welcome guests and newcomers alike, eager to meet anyone interested in advancing their public speaking and leadership abilities. 📅 **We meet every 1st, 3rd & 5th Monday of each month from 6:30 pm to 8:30 pm.** ***Please come by 6:15 pm, for a prompt 6:30 pm start. Visitors will not be allowed in after 6:30 pm due to access-controlled doors.*** ✉️ Please email **docklandstoastmasters@gmail.com** for more information. Attending any Toastmasters meeting as a guest is free, however membership to Toastmasters International is a paid activity, details of membership fee etc will be shared over email post attendance. 📍**Find us at the Community Hub:** The Community Hub at the Dock is the building **next** to the Library. There will be a signage at the access contolled front door. Head down towards the library and then head past the park on the left. Entrance is from the street side. [Front of building](https://imgur.com/a/ugh5ay3)
“DanceTogether”-Ceroc Classes
“DanceTogether”-Ceroc Classes
A mix of dance classes, connections & laughter! We love offering a diverse range of moves to keep things fresh and exciting, and it’s always amazing to see our dance community connecting on and off the dance floor. It’s all about coming together, learning, and having fun! Brighton Beach Bowls Club 2B South Rd Brighton 7:00 pm - 9:30 pm Beginner & Intermediate levels $25 CASH or PAYID
Turkish Lamp Workshop
Turkish Lamp Workshop
**\*\*\*This is a pre-booking event. Please visit [artmasterclass.com.au](https://www.artmasterclass.com.au/) choose your lamp, use the MEETAMC10 coupon code, and make a reservation.\*\*\*** Join us for a hands-on workshop where families can learn the art of creating beautiful Turkish lamps together. This unique and engaging class will guide parents and kids through crafting intricate and colorful lamps. No prior experience is required, as our expert instructors will provide step-by-step instructions on design, assembly, and decorating techniques. This workshop is perfect for families and friends to bond, unleash their creativity, and take home a stunning handmade craft that can brighten any room. Come discover Turkish lamp-making's magic with your little ones in a fun and supportive environment. In this 2.5-hour workshop, you'll lose track of time and end up with a beautiful lamp to take home!
Struggling with study or learning? You’re not alone.
Struggling with study or learning? You’re not alone.
**Struggling with study or learning? You’re not alone.** This meetup suits people at all levels of study skill. Too many children, teenagers, and adults find studying difficult—not because they lack ability, but because they were never taught **how to learn**. This meetup introduces the basics of **Study Technology**—a practical, proven approach that shows how learning really works and how to overcome common study barriers. It applies to children, teens (and parents), teachers, and adults alike. You’ll discover simple, effective methods to improve understanding, confidence, and performance—whether at school, work, or online. Teachers and parents often see rapid improvements in both behaviour and results. Yes, it *is* possible to improve study performance—in just **five easy steps**. If you can’t attend in person, online options are available. **Join us and learn how to study effectively—once and for all.** See you at the meetup, **Pam** When learning clicks, confidence follows.
Monday Esperanto Meetup - Beginners welcome
Monday Esperanto Meetup - Beginners welcome
Come and learn about the International Language, Esperanto, from experienced speakers who have travelled the world, attended international conferences, and made friends with people from many different countries. Esperanto is simple to learn, regular, and a very powerful tool for international communication. Our Monday meetups are tailored to whoever shows up on the night, so feel free to drop in, no matter what your level (curious/interested/beginner/conversational/expert). We can offer one-on-one lessons or a range of group activities, conversation, and games. We meet at Enderby Esperanto Centre, suite 304, 343 Little Collins Street. Your first visit is free, and meetups are free for members, however if neither of these apply we ask for $5 to help cover venue costs. If you want to join our Discord server for Esperantists in Victoria, please visit [https://discord.gg/6cgKjQhkWa](https://discord.gg/6cgKjQhkWa "https://discord.gg/6cgKjQhkWa")

JavaScript Libraries Events This Week

Discover what is happening in the next few days

GDG Melbourne - Build with AI Event May
GDG Melbourne - Build with AI Event May
IMPORTANT: PLEASE RSVP ON BEVY FROM THIS LINK Join GDG Melbourne this month to Build with AI (#BuildwithAI)? 💻 What do you need to bring? - Make sure to bring your laptop (better if fully charged) for hands-on training. Also, check the workshop descriptions and prerequisites to stay ahead of the game! Join us for an evening of not 1 but 2 hands-on workshops, delicious food, awesome networking, and some surprise swag you won’t want to miss. 🎉 Whether you're a seasoned developer, a cloud enthusiast, or just dipping your toes into the world of AI and tech, this is the place to be. 📍 Where? Mantel Group Office, Level 2/452 Flinders St, Melbourne Doors open at 5:45 PM—message us on Meetup or Slack if you're arriving after 6:00 PM, as the lifts won’t let you up. 🎤 Agenda: 6:10 - 6:20  Welcome &Intro6:20 - 6:30  Cloud Credits setup6:30 - 6:55  Talk: Patrick Haralabidis6:55 - 7:05   Break7:05- 8:00  Hands-on Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) : Anupam Phogat8:00 - 8:15  Closing and Door prizes From 8:15 Continue networking, chat & drinks at Insignia on Flinders, 502 Flinders St. 🍻 Handson Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) - Anupam Phogat Data arrives from disparate sources with inconsistent schemas to our warehouse. To solve this, we present a serverless Cloud Run agent that uses the Gemini API to automate schema mapping. Triggered by new data, the agent compares raw schemas to a BigQuery target and dynamically generates the required SQL or Dataform transformations. This talk highlights how AI automates the most manual parts of data engineering: schema maintenance and logic generation. 🎁 What’s in it for you? ⚡Workshop on AI from industry experts 🍕 Cloud-shaped snacks (okay, maybe not literally, but the food will be delicious!) 🤝 Networking that’s as smooth as a well-architected cloud solution 🎁 Surprise swag 💡 NOTES: This is an in-person-only event, but if you have any accessibility requirements, reach out to us via Meetup or Slack, and we’ll do our best to accommodate you. Doors open at 5:45 PM at our host, the Mantel Group, Level 2/452 Flinders S,t Melbourne. Message via Meetup or Slack if you are arriving after 6:00, as the lifts won't let you up. Don’t miss this epic night of learning, networking, and fun! RSVP now and we’ll see you there! 👋 #gdgMelbourne #BuildwithAI #fluttermelbourne Agenda --- Speakers Patrick Haralabidis Patrick is a Google Developer Expert (GDE) in AI and Machine Learning, a Cloud Champion Innovator, and the Melbourne TensorFlow User Group organiser. He currently leads the ML and Software Engineering Chapter at Flybuys, where he leverages his extensive experience spanning backend, mobile, cloud, and AI technologies. Patrick excels at developing solutions in emerging tech fields, focusin… Anupam Phoghat - Core-X (Founder) I am a seasoned IT professional with years of experience in the field. I have extensive experience with Google Cloud Platform (GCP), and currently hold many professional level Google Cloud and other industry certifications. I am also certified in Kubernetes, and have a deep understanding of the core concepts of Kubernetes. I am passionate about sharing my knowledge with others by activel… Hosted By Katie Barnett, GDE Android / GDG Organiser Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects. Suesi Tran, Senior Flutter Developer Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser. In short: Flutter is love, and mobile is life. Poornima Sivakumar, GDG Organiser Lovee Jain, GDG Organiser Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market. Zach Jensz, GDG Organiser Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi! Ujjawal Raj, GDG Organiser Bramley Turner-Jones, GDG Organiser Yuba Raj (UV) Panta, GDG Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-build-with-ai-event-may/.
Cafe then Quiet Zone
Cafe then Quiet Zone
WIP Towards Nonaga Zero, and Voice Mode Conversations with AI Agents
WIP Towards Nonaga Zero, and Voice Mode Conversations with AI Agents
The MLAI Meetup is a community for AI researchers and professionals which hosts monthly talks on exciting research. Our format is: * 6:00 - 6:20: Socializing * 6:20 - 6:40: Announcements and AI news * 6:40 - 7:40: Talk(s) and Q&A * 7:40 - 8:00 Networking * 8:00: Head to the nearest pub for dinner **Javier Candeira: "Work in Progress towards Nonaga Zero"** **Talk Description:** Viktor Bautista i Roca's Nonaga is a delightful board game. Google's Alpha Zero paper describes an architecture marrying Monte-Carlo Tree Search with a neural network model in order to win board games at a level above human mastery. Javier is working on an Alpha Zero-style Nonaga playing bot, and will be presenting us with his work in progress. Nonaga Instructions: [https://hiperactivo.com/nonaga](https://hiperactivo.com/nonaga) Talk overview: 1. The Rules of the Game (a reprise of February's presentation) 2. What is Monte Carlo Tree Search, and what flavour of it are we implementing? 3. From Alpha Go to Mu Zero: a brief literature review of Google's findings and how they apply to Nonaga Zero. 4. Status report and next planned steps on the Nonaga Zero project. 5. Q&A: Bidirectional questions and answers, as this is a talk where the speaker has questions of his own! **Speaker Bio:** Javier Candeira is a software engineer, entrepreneur, public speaker, conference organiser, and a lifelong student of way too many topics, including machine learning. **Mike Bailey: "VoiceMode: Natural Voice Conversations with AI Agents"** **Talk description**: What if you could talk with your AI thinking partner while walking the dog, driving, or wherever inspiration finds you? VoiceMode is a free and open-source tool that enables natural voice conversations with AI coding agents like Claude Code. Voice brings situational accessibility to AI — keyboard and screen become optional. You can discuss ideas, capture them, research them, and have them underway before you sit back down. Mike and his AI assistant Cora will present together in real time, covering: * How VoiceMode works under the hood (local Qwen3-TTS, Whisper STT, Kokoro TTS, MCP integration) * Live demo of natural voice conversations with an AI coding agent * Building an open platform that works with any AI agent — not just one vendor **Speaker bio**: Mike Bailey is a Melbourne-based developer and the creator of VoiceMode, a free and open source project that brings natural voice conversations to AI agents like Claude Code. GitHub: mbailey/voicemode (1.2k ⭐) PyPI: voice-mode (200k downloads)
Speak with Confidence: Northern Exposure Toastmasters - Preston Library
Speak with Confidence: Northern Exposure Toastmasters - Preston Library
Join us at Preston Library and boost your public speaking skills! ## Speak with Confidence at Northern Exposure Toastmasters Join us in person at Preston Library for a fun and friendly Toastmasters meeting! Whether you're looking to sharpen your public speaking skills or just want to meet like-minded folks, this is the place to be. Share your stories, get useful feedback, and boost your confidence in a supportive atmosphere. ### **Set Your 2026 Challenge** Maybe this is the year you want to: * Improve your public speaking and presentation skills * Build confidence in meetings or high-pressure situations * Become a more influential leader * Sharpen your thinking on your feet * Strengthen your communication for career advancement * Expand your personal and professional network Whatever your 2026 challenge looks like, Toastmasters meets you where you are, and helps you grow from there. There is so much to learn from presenting speeches to become a Leader in the Club. * 1\. Personal & professional development * 2\. Improved communication & listening skills * 3\. Increased confidence * 4\. Develop & enhance leadership skills * 5\. Affiliation with an internationally renowned organisation Don't miss out on this chance to speak up and stand out!
Flutter Melbourne May Coding Night
Flutter Melbourne May Coding Night
So we're in the process of ramping up the events with a big focus on AI driven design and engineeering. So to kick it off let's get together and share what we are working on and especially how we Flutter in the world of AI ! This is a combined GDG Melbourne/Flutter Melbourne/CocoaHeads coding night. Members of all three groups will be attending. So only select to ATTEND on one of these groups event pages (not all of them) ! Coding Night is all about everyone learning, collaborating, sharing tips, tricks and very few (if any) presentations. Bring your laptop and a project you are working on or need help with, you can even bring your resume to get advice! Everyone is welcome to our all-ages alcohol-free event. Hosted in a professional environment to allow you to work on your project. Get help from industry experts who are on hand to help you out. Make sure you have your IDE (e.g. VS Code, Cursor, Anti Gavity, Android Studio etc.) of choice already downloaded and installed and something you want to learn or work on. Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St Melbourne. Message via Meetup or Slack if you are arriving after 6:00 as the lifts won't let you up. The event will wrap up at 8:30. This is an in-person only event. If you have any accessibility requirements please reach out via the Meetup or Slack to the organiser group to discuss and we will do our best to help you out.
Port Campbell/12 Apostles/Lake Colac (4 spots - road trip)
Port Campbell/12 Apostles/Lake Colac (4 spots - road trip)
[Instagram: Road Trips by The Dancing Voyager: Ron Singh](https://www.instagram.com/the_dancing_voyager_ron_trips) Spontaneous day trip to Port Campbell/12 Apostles/Lake Colac! Very short notice! These are always fun! Over 60 road trips done in 4 years! I run 3 Meetup groups (shown on my profile). This road trip is for people new to Australia who have not been to this location (International Students, Working Holiday Makers and tourists)! No evidence is required. I will trust you! **Details given below in sections: (1) Questions / (2) Road trip itinerary / (3) Payment / (4) Responsibility / (5) Breaks / (6) Weather / (7) Phone charging / (8) Contact** **\-\-\- \(1\) QUESTIONS AND ANSWERS \-\-\-** **Your questions for me:** Why is the total fee so low at $20, covering a new, large rental (SUV), fuel and driver, on something that seems really high quality and well planned, like a private tour company? Sounds too good to be true or that there is a catch. Is this genuine? **My answers to you:** Because this project is my community service to give back. I explain this further below. The low fee is just a formality to confirm your place, so that I know you are serious on attending. This is genuine. Over 60 road trips done in 4 years! I have created precious memories for many people new to Australia. Photos on Instagram link further above. **\-\-\- \(2\) ROAD TRIP SUMMARY AND ITINERARY \-\-\-** Day trip to Port Campbell/12 Apostles/Lake Colac. Going to 12 Apostles on a direct, inland route. This will allow more time to enjoy this inspiring place, millions of years in the making! **Itinerary: Lookout at Geelong - Colac - Lake Colac - 12 Apostles lookout - Loch Ard Gorge lookout - Port Campbell - Gibson Steps lookout - 12 Apostles beach walk - Lake Colac encore** **Meeting point: Fed Square, 8:45 am**. Back there by **8:45 pm**. Meet by the steps (main entrance, opposite the Swanston Street tram stop). **\-\-\- \(3\) PAYMENT \-\-\-** **Total fee: $20 in total (no other costs). This covers a new, large rental (SUV), fuel and driver.** **Eventbrite link for payment:** [https://12apostles-road-trip.eventbrite.com.au](https://12apostles-road-trip.eventbrite.com.au/) **Cancellations:** If I cancel the road trip for any unforeseen issues, a full refund will be given. If you cancel, there is no refund. **Why is the fee so low?** The low fee is just a formality. It might sound too good to be true or that there is a catch. There is no catch. I am simply someone who has been giving back for many years. I playfully call this project a “Melbourne travel secret”! There are people in this world who want to genuinely give back without any expectations because they are truly fulfilled and grateful for what they have. I am one of those people. This is my community service. I am not doing this for money and I never have. Money cannot buy passion. The nature of majestic Australia helped me find peace and passion and I want to give back by sharing that inspiring nature with people new to this country. If they are also inspired by that nature, then that is my reward. There is no hidden agenda in doing this project. The reason I am being quite upfront is because in this day and age, there is always a catch when people do something like this. There is none with me and I am not selling or promoting anything. I do not need anything because I have peace, passion and fulfilment. I have everything. I am truly humbled and grateful. Photos from road trips are on Instagram link below: [Instagram: Road Trips by The Dancing Voyager: Ron Singh](https://www.instagram.com/the_dancing_voyager_ron_trips) **\-\-\- \(4\) RESPONSIBILITY\, LIABILITY\, SAFETY \-\-\-** As your driver, I am responsible and liable for your safety while we are in the vehicle. Passengers are insured as per the Australian law. For times we are outside the vehicle, we then become responsible for our own liability and safety, just like every other capable adult in society. **\-\-\- \(5\) BREAKS/MEALS \-\-\-** There will be many breaks for sightseeing/walks. I will stop at places where food/snacks will be sold but you are welcome to bring your own as well. There will be a lunch break at either a cafe or takeaway shop. **\-\-\- \(6\) WEATHER AND WHAT TO WEAR \-\-\-** I plan events when weather looks good but please also see itinerary for location details and check the forecast to dress accordingly. My advice is to always be prepared! Recommend to have something to cover you if rain suddenly appears or if winds suddenly get cool. Also recommend to carry sunscreen and a hat. Please also wear good, comfortable shoes that can provide protection from water (in case there are muddy areas). You can bring many things, as the vehicle will have a lot of storage space. My road trips do not have a lot of long walks. The focus is on sightseeing, relaxing and appreciating the beauty of nature. **\-\-\- \(7\) PHONE CHARGING \-\-\-** Please charge your phone before joining. In the past, people have taken lots of videos and photos and used up their batteries! You can bring your charging cable if you want. The vehicle will have various charging ports. **\-\-\- \(8\) CONTACT \-\-\-** If you need to contact me, please reach out through Meetup, Eventbrite or Instagram. If you wanted my mobile number, please let me know.
May Meetup - What's new in Foundry, Toolkit and AWS Migrations with AI
May Meetup - What's new in Foundry, Toolkit and AWS Migrations with AI
**Ethan Zeccola - What’s New in Microsoft Foundry? Agents, Models, Tools & What Actually Matters** A fast, practical tour of the latest updates in Azure AI Foundry. I’ll walk through what’s changed across models, agents, developer tooling, evaluation, and governance, then show a demo of how some of the new Foundry capabilities can be used when building AI apps on Azure. **Akanksha Malik - Foundry Toolkit Discoveries** The Foundry toolkit has been evolving rapidly, and with new extensions and features come new possibilities — and new things to discover. This session shares a guided tour through recent toolkit additions, exploring what's changed, what's new, and what's worth paying attention to. **Danidu Weerasinghe - AI-Powered AWS to Azure Migration with GitHub Copilot Agents** Learn how custom GitHub Copilot agents automate complete AWS-to-Azure migrations—from resource discovery to production-ready Bicep IaC and refactored code. See a real serverless app migrated end-to-end with AI orchestration, zero CLI commands, and enterprise security built-in.

JavaScript Libraries Events Near You

Connect with your local JavaScript Libraries community

Libera Animae - Freeing the Soul
Libera Animae - Freeing the Soul
Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.
Columbus Yarn Club at the Grandview Heights Library
Columbus Yarn Club at the Grandview Heights Library
12:45-3:45 in Conference Room B, Library lower level. Bring your yarn projects, meet new friends. If you've RSVP'd yes but cannot attend, please change your RSVP to no so those waitlisted can move up in line. Plenty of parking in the lot, in the overflow lot across the street, and on the street. See you there!
[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12
[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12
Join us for **[Nathan Leiberman](https://www.linkedin.com/in/nathan-richard-lieberman/)**'s talk ... Had enough of writing the same flex classes for the hundredth time? Tired of diving into your coworker’s cobbled container class? Tailwind CSS is here to save your sanity. Tailwind gives you a well-organized, utility-first approach to styling. This CSS framework eliminates naming debates, halts stylesheet scavenger hunts, and satisfies your marketing team’s whims with clear, composable class names and a powerful configuration system. You’ll spend less time fighting CSS and more time building beautiful interfaces. In this talk, I’ll walk through an interactive demo of Tailwind CSS and cover the following topics: * Set up Tailwind CSS in your project * Understand Tailwind’s utility classes and how they work * Integrate breakpoints and dark mode like a pro * Customizing Tailwind to fit your style Ditch your spaghetti stylesheets and come see how Tailwind CSS can make your project lighter, cleaner, and a lot more fun to build. Your future self will thank you. ***Bring your laptop and expect to write some (non-AI generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017
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
Miller Park Library & Playground
Miller Park Library & Playground
COhPy Monthly Meeting
COhPy Monthly Meeting
**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 John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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
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