Software and Hardware

Let's learn Snowflake! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **35%** OFF **[Linux Foundation](https://lf.ksug.ai/)** Sitewide Code: **EARTH26AI** * **20%** OFF **[FinOps](https://ksug.ai/finops)** Certs Code: **KSAI_20** * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! We are thrilled to have three dynamic speakers: * **Anand Vardhan Mathur,** Solution Architect from Snowflake Canada, will discuss Snowflake Interactive Tables and Interactive Warehouses. It will include a small technical demo. * **Chris Boden** from [Super.com](http://super.com%2A%2A,/) talking about customer data protection strategy and how Super implemented it, including the usage of Snowflake's dynamic masking features. * **Augusto Rosa**, Co-Organizer of the Toronto Snowflake User Group, will do a demo of Snowflake Cortex Code A light meal and refreshments will be served, and attendees will receive exclusive items from the Snowflake community. **Location:** OneEleven, 325 Front St. W, Toronto, Ontario M5V 2Y1 **4th floor**, left of the elevators **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 200,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026041513) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Waterloo, in collaboration with **Intel, Moorcheh and Shyftlabs**. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. Agentic AI is moving fast from local prototypes to live enterprise deployments, but critical infrastructure challenges remain: from running efficient local inference to solving massive memory and context bottlenecks at scale. This event brings together startup founders, builders, and enterprise leaders to explore what it truly takes to make Agentic AI production-ready. Featuring experts from Intel, Moorcheh.ai, and Shyftlabs.io, this focused session presents a complete development stack through technical deep dives, covering both local multimodal architectures and enterprise-grade memory layers. **Speakers/Topics:** \- Ezequiel Lanza\, AI Software Engineer and Evangelist\, [Intel](https://www.intel.com/) \- Siyavash Nia\, CISO\, [Shyftlabs.io](https://shyftlabs.io/) \- Majid Fekri\, Co\-founder & CTO\, [Moorcheh.ai](https://moorcheh.ai/) by Edge AI Innovations Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026041513) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Waterloo, in collaboration with **Intel, Moorcheh and Shyftlabs**. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. Agentic AI is moving fast from local prototypes to live enterprise deployments, but critical infrastructure challenges remain: from running efficient local inference to solving massive memory and context bottlenecks at scale. This event brings together startup founders, builders, and enterprise leaders to explore what it truly takes to make Agentic AI production-ready. Featuring experts from Intel, Moorcheh.ai, and Shyftlabs.io, this focused session presents a complete development stack through technical deep dives, covering both local multimodal architectures and enterprise-grade memory layers. **Speakers/Topics:** \- Ezequiel Lanza\, AI Software Engineer and Evangelist\, [Intel](https://www.intel.com/) \- Siyavash Nia\, CISO\, [Shyftlabs.io](https://shyftlabs.io/) \- Majid Fekri\, Co\-founder & CTO\, [Moorcheh.ai](https://moorcheh.ai/) by Edge AI Innovations Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

Join us for friendly American MahJongg! Bring your 2026 card and let’s have fun 😀 For 2026, I am requesting $15 dues for the year, payable to Sabie by e-transfer to sgallo6877@gmail.com or cash. *Not sure if our events are for you? Come on down and join us a few times (before paying dues), we’d love to meet you.* **NOTE: The Guild House charges a $10 table fee per person to play each week. The drinks and food you purchase will count towards this so if you buy a latte for $5, then you will just pay $5 more (+ HST) for the table fee. See Sabie for details on discount available if this is a burden.** The Guild House has a great cafe! [Here's their menu.](https://theguildhouse.ca/pages/menu) Last but not least...PLEASE cancel your RSVP on Meetup if your plans change.

We are excited to invite you to the next meeting of the Snowflake Toronto User Group, which will be held on **Tuesday, April 21st, 2026, from 5 p.m. to 8 p.m. Talks typically start promptly at 6 PM.** On the agenda: We are thrilled to have three dynamic speakers: * **Anand Vardhan Mathur,** Solution Architect from Snowflake Canada, will discuss Snowflake Interactive Tables and Interactive Warehouses. It will include a small technical demo. * **Chris Boden** from **Super.com**, talking about customer data protection strategy and how Super implemented it, including the usage of Snowflake's dynamic masking features. * **Pradeep Bandaru**, Sr Solutions Architect from Snowflake Canada, will do a demo of Snowflake's New Infrastructure as Code DCM tool A light meal and refreshments will be served, and attendees will receive exclusive items from the Snowflake community. Don't miss out on this opportunity to network with fellow Snowflake users and gain valuable insights. RSVP now to secure your spot and join our growing community. Please register to participate in this exciting event! Location: OneEleven, 325 Front St. W, Toronto, Ontario M5V 2Y1 **4th floor**, left of the elevators

Join Oakville Gamers for a fun-filled evening of tabletop board and card games! Whether you're a seasoned player or a newbie, this event is perfect for all enthusiasts of board games, card games, and more. Don't miss this opportunity to come together, learn new games, make new friends, and immerse yourself in exciting adventures. Our Game Night promises to be a lively gathering where you can enjoy a variety of games, from classic board games to the modern new hotness. Even though the meetup page says only says we have 1-3 people joining lately we have between 5-10 people not a lot but more than enough people to play games. Come join you may or may not bring games. Most of us will have games but we always need people you to join and play. 2172 Speers Rd Oakville, ON. 6:30pm to 9:45pm (It would help attract more people to join us if you indicate on meetup that your coming but its not necessary)

Practice and improve your English through conversation at St. Andrew Centre (73 Simcoe St, downtown Toronto), while making new friends! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- How to Get to the Event: By TTC, exit at St. Andrew Station. Walk west on King St. West to Simcoe St. Do not enter through the church building; the large church front doors will be closed. At the corner of Simcoe St. and King St. West, turn south and walk on Simcoe St. Enter through St. Andrew Centre, which will be behind the church building.

**🦋 Windsor Virtual Speed Dating – Hosted, Curated & on Zoom** Speed dating from home — connect with real Windsor singles on Zoom. We match you with compatible Windsor locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Windsor&groupurlname=local-singles-journey-toward-new-sparks&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Windsor&groupurlname=local-singles-journey-toward-new-sparks&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Windsor&groupurlname=local-singles-journey-toward-new-sparks&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Windsor&groupurlname=local-singles-journey-toward-new-sparks&ar=55+&face_v=8.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 🎯 **Perfect for:** - First-timers new to speed dating - People re-entering the dating scene after a break - Singles who prefer a hosted, structured experience - Windsor locals after personality-matched dates - Busy professionals who don't want to waste evenings **How It Works** 1. **Sign up** – Tap the link for your age range above. 2. **Take the personality quiz** – We use it to pair you with compatible Windsor singles. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 4. **Meet your matches** – Cycle through short chats with compatible Windsor singles. 5. **Results** – We'll send your mutual matches afterwards. **Event Details** - **Format:** Virtual on Zoom – hosted and well-structured - **Location:** Your space – couch, desk, wherever suits you - **Host:** Friendly host guiding every round - **Vibe:** Friendly and relaxed – genuine chats with Windsor locals - **Duration:** Roughly 90 minutes - **Privacy:** Contact info only shared when both match - **Rounds:** Multiple short one-on-one rounds - **Tech:** Zoom, webcam, and a stable connection 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. **Frequently Asked Questions** **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **Do I need experience?** Not at all. The host walks you through everything. **What's the personality quiz for?** It helps us match you with compatible people. **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. --- ✨ One Zoom call, genuine conversations, real matches. See you there. 🫶 ✨

Most hackathons are about coming up with innovative new ideas and making plausible startup prototypes. This one is different. This one is about making terrible hacks! **Take some time to make your bad ideas a reality.** This year, **InterAccess** will be hosting TerribleHack! It will be on **Sunday April 26** from 11am to 6pm. InterAccess is a gallery and studio that also graciously hosts Creative Code Toronto events. Check out their gallery while you're at the event! For more info, see https://terriblehack.website/

SPACE IS LIMITED! This is a much smaller class than our 7:30 pm event and we can only accept a limited number of students. Key areas of focus: Practicing oral communication (speaking languages), for conversations, presentations, interviews and job skills Schedule: 1. 6:30 - 7:15 pm : 45 -minute language conversation class with certified award-winning language teacher John Dias. 2. Language exchange social (7:30 - 11 pm): includes Free access to the Toronto's BIGGEST Language Party and Social Party also in the Madison Pub led by teacher John Dias (same location) **Cost: just $ 5 while we have this promo.** **PROMO (Limited Time): $5 fee will give you access to both events (usual rate: $15 total)** Feel free to message us if you have any questions!

**❤️‍🔥 Virtual Speed Dating – Vaughan Singles, Curated by Personality** We pair you by personality and age so every conversation feels natural. Quick, hosted rounds on Zoom with Vaughan singles paired to your age group and personality. No awkward pauses — just natural conversation. **Find your age group below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Vaughan&groupurlname=local-singles-journey-toward-new-sparks&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Vaughan&groupurlname=local-singles-journey-toward-new-sparks&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Vaughan&groupurlname=local-singles-journey-toward-new-sparks&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=431.0&productType=onlineSpeedDating&city=Vaughan&groupurlname=local-singles-journey-toward-new-sparks&ar=55+&face_v=8.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 🎯 **Perfect for:** - Anyone curious about speed dating in a relaxed setting - Vaughan locals after personality-matched dates - Busy professionals who don't want to waste evenings **Event Details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Friendly and relaxed – genuine chats with Vaughan locals - **Rounds:** Multiple short one-on-one rounds - **Tech:** Zoom, webcam, and a stable connection - **Privacy:** Contact info only shared when both match - **Matches:** Mutual matches sent out after the event **How It Works** 1. **Sign up** – Tap the link for your age range above. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 4. **Meet your matches** – Cycle through short chats with compatible Vaughan singles. 5. **Get matches** – Mutual matches shared after the event. 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **What's the personality quiz for?** It helps us match you with compatible people. --- ✨ Your next match could be one Zoom call away. � ✨

Thank you Okta for sponsoring this meet-up. We're happy to say that PyLadies Toronto is back for 2026! And we're happy to announce we're able to meet in-person! Come join us at the Okta office (401 Bay St., 11th floor) for an evening of networking with your fellow Pyladies. We're also looking for anyone who is interested in giving a short talk (5 minutes) or a longer talk (up to 20 minutes). If you are keen to share something you've been working on, please fill out the speaker form and we'll update the agenda closer to the event. [https://forms.gle/WUuJEDN6G3vRstJb9](https://forms.gle/WUuJEDN6G3vRstJb9) * Our Code of Conduct applies to this event. Please see: [https://us.pycon.org/2021/about/code-of-conduct/](https://us.pycon.org/2021/about/code-of-conduct/) * Join us on Slack in the #city-toronto channel: [https://slackin.pyladies.com](https://slackin.pyladies.com/) * Follow us on Twitter: [https://twitter.com/PyLadiesToronto](https://twitter.com/PyLadiesToronto) Any questions, please reach out to us via meet-up or on slack! **Agenda:** A night of lightning talks: 1\. Collisions Data Pipeline at City of Toronto \(using Airflow\) 2\. Python \- Backbone of AI 3\. My journey transitioning into Data Analytics and Business Intelligence Looking forward to seeing you in-person!

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/yvAGbh4PpD **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

[Summary] This meetup is for those who are interested in code, web development, design, cloud, or AI. All levels are welcome, so feel free to bring your laptop and discuss what you are working on or what you are learning. You can share your projects and ideas with other participants freely. There are outlets and WiFi, drinks are about $5 for tea, they take card only. [Price] Attendance is FREE. But you need to buy something from the venue. [Policies] \- We do not tolerate harassment of our members \- We remind users that that this meetup is intended for networking and hobby development\, and any attempts at using this meetup event as a dating platform will not be not be tolerated Further information: https://torontostack.exchange/

Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows. The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

**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