Cloud Integration

**Registration Instructions:** Meetup RSVPs are closed - to attend, you must register on the [Luma event page.](https://luma.com/2talb3jk) **Agenda** 6:00-6:30 PM Arrivals and Networking 6:30-7:00 PM Tech Talk #1 7:00-7:30 PM Tech Talk #2 7:30-8:30 PM Networking & Wrap-up 8:30 PM Tear-down and Departures ​**Talk #1:** *I Built a $15/Month AI Advisory Board (And It Called Me Out)* \- Jacintha Kurniawan\, Co\-founder and AI Product Manager at Bridge AI Knowledge ​Using commodity tools, I built a multi-agent AI system for <$20/month and created a "CEO-in-the-loop" architecture: agents collect data, detect patterns, then four RAG-based advisors to argue with each other in Discord threads. I read their debates, make decisions, and an executor agent builds my calendar. My key insight was that if advisory agents agree, the system is useless; disagreement is the feature. ​ This talk breaks down the full technical architecture, the cost model that will scales from $15/month to production, why I designed agents to argue instead of agree, and the counter-intuitive discoveries (why the first 15 minutes matter more than the next 4 hours). ​ **Talk #2:** *Building Agents That Know: Knowledge-First Design for AI Systems* \- Andrew Berry\, Sr\. Data Scientist at Bell Media ​ Most AI agent projects start in the wrong place: with tools and architecture. This talk inverts that approach and shows how reliable agents emerge from well-designed knowledge and context, not bigger models. We'll explore simple patterns for structuring what an agent knows, what it needs right now, and what should persist over time, and why simpler context design often beats complex architectures. ​ **About the Speakers:** ​[Jacintha Kurniawan ](https://www.linkedin.com/in/jacintha-kurniawan/)is a co-founder and AI Product Manager at Bridge AI Knowledge, where she designs and ships AI agent systems for regulated industries, creative agencies, and retail. Her work focuses on translating ambiguous, high-stakes requirements into production-ready AI in environments where trust, compliance, and adoption are critical. She is a TEDx speaker on the Economy of Trust and hosts The Deep Dive Lab, a podcast featuring 50+ conversations with AI leaders, ethicists, and operators on building pragmatic, responsible AI. ​ Jacintha holds an MBA and brings a cross-functional background spanning AI startups, data analytics at Canadian Tire, and supply chain logistics. Her recent work includes leading an automated conformity platform for a Canadian real estate regulator—processing 500K+ transactions across 200+ agencies while maintaining Law 25 compliance—and developing AI products that measurably reduce operational effort. She recently led product and technical development of Eterna, a voice AI agent for peri- and menopausal health that won first place at a hackathon by prioritizing empathy-driven conversational design. ​[Andrew Berry](https://www.linkedin.com/in/berrya/) is a Senior Data Scientist II at **Bell Canada**, where he works on applied AI and agentic systems across conversational AI, intelligence platforms, and context-aware automation. His work focuses on building reliable, production-ready AI systems and exploring how knowledge, context, and system design shape trustworthy AI behavior in real-world enterprise environments. ​ Andrew is also an experienced podcast host and public speaker, having founded and hosted *The Pandemic Job Hunt* and *The Little Big Ideas Show*. He holds a Bachelor of Commerce from McGill University with a major in Information Systems and a finance concentration, and has completed formal training in data science and product management, bringing a rare blend of technical depth, business context, and communication to his work in AI. ​**Many thanks to our supporters and sponsors!** We'd also like to acknowledge our venue partners, [Highline Beta](https://www.highlinebeta.com/) for generously providing their amazing space for the event, and [PRAKTIKAI ](https://www.praktikai.com/)for making the event happen. ​​ **Speak or Support MLTO!** We are constantly looking for new speakers and sponsors to share their knowledge and help build the AI community in the GTA! If you are interested please get in touch directly or apply via one of the links below: \- Speaker Application Form: [mlto.ca/speak](http://mlto.ca/speak) \- Sponsor Inquiry Form: [mlto.ca/sponsor](http://mlto.ca/sponsor) \- Volunteer Application Form: [mlto.ca/volunteer](http://mlto.ca/volunteer)

send your 6$ to academynewstar@gmail.com we have always 12 permanent players from WhatsApp Make your payment byv24 hrs after you added ur nameand comment paid .Pls dont send payment after you have been removed https://chat.whatsapp.com/DhgItxlDNLg6gGjEzLpHAq?mode=ems_copy_t

日本語の案内は下にあります Fee: $5 (Every 5th time is free!) Girls’ Night Promotion is ongoing! (If you have a promotion pass, you can join for free.) Payment: Cash or E-transfer If you choose E-transfer, we recommend sending it before arrival to: canasianstation@gmail.com (This is recommended, not mandatory.) Event Style ・Group-based language exchange ・Small groups of 3–4 people ・Use both Japanese and English to communicate Schedule 6:15 – 6:30 Check-in 6:30 – 7:10 Round 1 7:10 – 7:15 Seat change 7:15 – 7:55 Round 2 7:55 Wrap-up Friendly Guidelines ・Participants with 2 no-shows may be removed from future events ・This is not a dating or matchmaking event. You cannot request specific people to talk to. If you have an NG (someone you prefer not to be matched with), please let us know in advance ・Photos may be taken for Instagram and event pages. If you do not wish to appear in photos, please inform the organizer beforehand ・Harassment, discrimination, sexual harassment, solicitation, or inappropriate behavior is strictly prohibited If you notice any issues, please inform the organizer About This Event (Important) This is a group-based Language Exchange event. ・One-on-one conversations with Japanese participants ・Conversations with participants of a specific nationality ➡︎are not guaranteed. Anyone who is interested in using Japanese and/or English is welcome to join, regardless of nationality. Thank you for your understanding. 参加費：5ドル（※5回参加ごとに1回無料） 女子会プロモーション開催中！特典をお持ちの方は無料でご参加いただけます 支払い方法：現金 or E-transfer ※E-transferをご利用の方は、到着前に Canasianstation@gmail.com へ送金していただくことを推奨しています イベント形式 3〜4人のグループで、日本語と英語を使った国際交流 タイムスケジュール 6:15 – 6:30 Check-in 6:30 – 7:10 第1ラウンド 7:10 – 7:15 席替え 7:15 – 7:55 第2ラウンド 7:55　解散 参加にあたってのお願い ・2回以上のNo-show（キャンセル無しの無断欠席のこと）があった場合、以降の参加をお断りします ・本イベントはデート目的マッチング目的の場ではありませんので、特定の「話したい人」の指定はできません ※NGの方がいる場合は、事前にお知らせください ・Instagram・イベントページ用に写真撮影を行う場合があります。写りたくない方は事前にお知らせください ・セクハラ、差別的発言、嫌がらせ、勧誘行為は固く禁止しています。もし見かけた場合は、主催者までご連絡ください イベントについて 本イベントは Language Exchange（言語交流）を目的としたグループ形式のイベントです。 ・カナダ人との一対一での会話 ・特定の国籍の参加者との会話 →これらを保証するものではありません。 日本語・英語を使って交流したい方であれば、国籍に関わらずご参加いただけます。

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7.30pm-10.30pm Social Dance Usually more than 50 people join us for a fun Salsa/Bachata night. The best way to end the weekend! You don't need to have a partner or be an experienced dancer. We provide two classes for beginner level and intermediate level. ◾When You Arrive ◾ - Sanitize your hands before entering the dance studio & in between dances, please - Do not come to dance if you show any symptoms of cold/flu ◾ Drop in : $15 ◾ * Every Sunday * 📍39 Glen Cameron Road, unit #1 Thornhill, Ontario From: 7.30 - 10.30 pm Cover fee: $15 at the door We will also be hosting two free salsa lessons and a bachata lesson: (it's included) *6.30pm-7.30pm Bachata L1 by Estephan [small room] *6.30pm-7.30pm Salsa by David [large dance studio] *7.30pm-10.30pm Sunday Social Dancing [large dance studio] * Music: Mostly Salsa & Bachata, some Merengue and a few Cha Cha and Kizomba. Come out and enjoy the night away! * Usually, more than 50 people are attending this social, and people switch partners, so you don't need to bring a partner. 647-504-9876

**Program and Build a NLP (Natural Language Processing) Solution with Azure AI Foundry** This session demonstrates how to build an end-to-end Natural Language Processing (NLP) solution using Microsoft Azure AI Foundry, based on a real hands-on project. It walks through designing an NLP workflow, selecting and configuring foundation models, applying prompt engineering techniques along with model fine-tuning, and structuring the solution for scalability and real-world use. Attendees will see real architecture decisions, code examples, and lessons learned from implementing NLP solutions on Azure. **Speaker: Kaan Turgut** Kaan Turgut is a passionate tech professional who loves turning cutting-edge ideas into reality. As a Hybrid Cloud Solution Architect with deep expertise in the cloud, DevOps and AI, Kaan thrives on designing scalable cloud solutions, building smart AI-driven applications, and streamlining development workflows. His mission? Helping organizations unlock the full potential of the cloud to drive innovation and growth. But Kaan’s impact goes beyond code and infrastructure. He’s a huge believer in the idea that “you get as much as you give.” That’s why he’s always sharing his knowledge with the tech community—whether it’s through mentoring up-and-coming developers, hosting hands-on workshops, or speaking at industry events. He’s even on YouTube, sharing tips, tutorials, and insights to help others grow. For Kaan, it’s all about making a meaningful impact on the ecosystem and the lives of those around him. Want to explore how cloud and AI can transform your business? Or just swap ideas and stories? Reach out to Kaan—he’d love to connect! **Schedule:** 6:00 - 6:30 - Meet 'n Greet with Pizza and Pop 6:30 - 6:45 - Introduction and Welcome 6:45 - 7:45 - Main Presentation 7:45 - 8:00 - Closing and Prize Draw (You're not going to want to miss this prize!!) 8:00 - ? - (Optional - whoever would like to join) Continue our conversations at Bar 6ix, 201 City Centre Drive (3 minute walk) **Where to Find Us** Room 204 in the Hazel McCallion Central Library. 2nd Level. **Parking** There is a parking garage under the library. Parking is free from 6PM on.

**Ideas Worth Saying Out Loud — Practice Session** Do you get nervous before speaking in meetings, presentations, or on stage? You’re not alone — and you don’t have to let fear hold you back. In this session, our gentle focus is: **Feeling Less Nervous on Stage**. Using **improv-inspired exercises** and small group activities, we’ll explore ways to: * Reduce stage anxiety and nervous energy * Speak with more confidence and presence * Express your ideas clearly, even when you feel nervous * Practice breathing, pausing, and grounding yourself before speaking No experience with public speaking or improv is needed. You can participate at your own pace and speak as much or as little as you want. This is a **safe, low-pressure environment** designed to help you feel calmer, more present, and more yourself on stage. **Come join us, practice speaking out loud, and take the first step toward speaking with confidence.**

**Important:** Register on the [event website ](https://www.aicamp.ai/event/eventdetails/W2026022707)is required for admission.(RSVP is turned off on meetup) **Description:** Join Google Cloud for the agentic AI bootcamp to learn how to build production-ready AI and multimodal agents. **The ‘Next’ – Capturing Innovation** The era of the text-only chatbot is evolving. Focus on the bleeding edge of AI: Multimodality. We’ll explore how to build intelligent agents that can see, hear, and respond to the world in real-time, creating immersive experiences that feel more human than ever before. **What to Expect:** * \- Multimodal Gemini Agents: Coordinate agents to analyze video and audio while maintaining character consistency across multi\-turn image generation\. * \- Intelligence Beyond RAG: Move past simple retrieval with hybrid search\, context engineering\, and multi\-agent pipelines\. * \- Real\-Time Live Interaction: Build low\-latency\, interruptible agents that "see" and "hear" using the Gemini Live API and bidirectional streaming\. **Who Should Attend?** This hands-on workshop is designed for software developers, data scientists, and AI practitioners who have some experience building applications or working with models, and are looking to productionize them. To get the most out of the labs, you should have foundational knowledge of a programming language like Python and be comfortable using the command-line interface. While expertise is not required, a basic understanding of Cloud computing concepts, web APIs, and containerization technology like Docker will be highly beneficial. To participate, you must bring your own laptop and power cable. The activities are intended for laptops and cannot be completed on a tablet or phone. Venue: Waterloo, Canada (register full the full address)

Start the weekend off right! Take charge of the stage every Friday night at Cloud Nine in Ajax 10pm -2am. Click on the links to see some of the amazing singers that light up the show. [Cloud Nine Karaoke singers](https://www.facebook.com/share/v/1KqHL9Q53E/) [Cloud Nine Karaoke Talent](https://www.facebook.com/share/v/1CG4CFy6kJ/) [Cloud Nine Karaoke on fire](https://www.facebook.com/share/v/19TKBSnLeF/)

Most Java developers have tried AI-assisted coding through chat interfaces or inline autocomplete. Useful — but limited. In this talk, we’ll explore the next step: agentic Java development using Claude Code. Instead of treating AI as a smarter text box, we’ll look at what changes when the model can reason across files, plan multi-step changes, interact with tools, and operate closer to how real developers work. This will be a practical, experience-driven session focused on: • How agentic coding differs from ChatGPT-style prompting and traditional Copilot usage • Where Claude Code fits (and where it doesn’t) in real Java projects • How tools, context, and workflows matter more than “prompt tricks” • How to avoid unstructured vibe coding while still moving faster No prior experience with agentic tools is required. The goal isn’t to sell a silver bullet — it’s to help Java developers understand what’s genuinely new, what’s hype, and how these tools can be used responsibly in real-world codebases. **About the venue** Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk. **Speaker Bio** Victor Szoltysek is a seasoned consultant and technologist, currently at RAVL, where he helps clients eliminate the inefficiencies of undifferentiated heavy lifting and focus on building solutions that drive real business value for their customers. With a career spanning notable organizations like Accenture, Pivotal, and ThoughtWorks, as well as numerous startups, Victor brings a wealth of experience in cloud transformations, DevOps enablement, and Agile software development. A dedicated Java enthusiast with a sharp eye for cutting-edge technologies, Victor’s work frequently intersects with AWS, where he strives to streamline workflows and help teams leverage the cloud without unnecessary complexity. Recently, he’s also ventured into the dynamic world of artificial intelligence, exploring ways to make programming more engaging, efficient, and rewarding. Victor is known for his humorous and sometimes controversial presentation style, ensuring lively discussions and thought-provoking takeaways. His disdain for overly complex tech solutions drives his mission to simplify the way we build and deploy software. Whether he’s sharing insights about Java, AWS, or AI, Victor’s talks are as energizing and satisfying as your favorite cup of coffee. Don’t miss his unique blend of wit, wisdom, and deep technical expertise at our meetup!

⭐️ ⭐️ NOTE: This is not an event, but just an ANNOUNCEMENT for all group members ⭐️ ⭐️ We regret to inform you that this group will be closing in February. If you'd like to continue to find and join guided local, national or international adventures, you are welcome to join our sister group in Toronto -- **[Hiking Network.](https://www.meetup.com/hikingnetwork/)** \*\* LEARN MORE HERE: [https://www.meetup.com/hikingnetwork/](https://www.meetup.com/hikingnetwork/)

January's snow storm might have killed our vibe, but we are back! Join GoGeomatics Toronto for our first networking social of 2026! These monthly socials are a chance to network with other students and professionals in the geomatics field to chat GIS, data, remote sensing, surveying and more in a casual atmosphere. Feel free to bring friends and colleagues along - we're eager to welcome everyone back for a fantastic evening! This is a free event. Please RSVP to let us know you're attending.

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** 🎁 Exclusive GDG Swag for attendees! 🍕 Pizza & Soft Drinks (for in-person guests). 🤝 Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

**Welcome to the inaugural meeting of the International Relations / Foreign Policy Group Columbus!** This group brings together students, professionals, academics, and anyone interested in global affairs, diplomacy, and geopolitics. Our first meetup will be an informal discussion focused on current international developments and global trends. This is a great opportunity to: • Meet others interested in international relations and foreign policy • Discuss current global events and geopolitical developments • Exchange perspectives and ideas in a respectful environment • Build a network of globally minded individuals in Central Ohio (Columbus and periphery) **Discussion topics may include:** * Strategic planning for the group and the way forward * US foreign policy priorities in 2026 * Major geopolitical developments (Europe, Asia, Middle East) * Global security and strategic competition * International economic and diplomatic trends No prior expertise is required—everyone is welcome, whether you're a student, professional, or simply interested in world affairs. **This will be a casual, friendly, and intellectually engaging conversation.** I look forward to meeting everyone and building a strong international relations / foreign policy community in Central Ohio.

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

Please join the Columbus Atlassian Events Team for an evening program where we show you how we are using the Atlassian tools to track, manage and collaborate with others on our hobbies, From Jira & Confluence and Lego, to Tabletop gaming and Trello to miniature painting and Jira. Join the Columbus Atlassian leaders as they walk you through how the Atlassian tools enhance their passion projects.&nbsp;&nbsp; We'll go over space structures, lessons learned as we built and tracked our project and how it helped us organize group adventures.&nbsp;&nbsp; Looking forward to sharing our fun with you!Please take note of the New Location and Time of the event. Pay Parking can be found on street, and in locations marked. Agenda --- Speakers Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Moderators Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-for-the-love-of-atlassian-using-atlassian-to-manage-your-passion-projects/.