Product Prototyping

**Abstract:** This talk introduces a new high-level CUDA C++ library that brings functional, array-style programming to GPUs - without compromising performance. With a fluent API that slashes boilerplate and minimizes kernel launches, it enables you to write expressive, high-performance GPU code with up to 10× less code. This talk explores how functional patterns can unlock both clarity and speed in GPU development. **Speaker: Conor Hoekstra** Research Scientist at NVIDIA working on array programming models and languages. Creator of the [Parrot](https://nvlabs.github.io/parrot/) library (a high-level, array-based library with implicit GPU fusion). Extremely passionate about programming languages, algorithms, and beautiful code. Founder and organizer of the [Programming Languages Virtual Meetup](https://www.meetup.com/Programming-Languages-Toronto-Meetup/). Host of four podcasts and an avid conference speaker.

### JUST GO WITH IT IMPROV – WEEKLY DROP-IN Whether you’re experienced in improv or completely new, you’re invited to join us each week at the Thornhill Community Centre. (Atrium Room, Look for large plant in middle of round hallway. We welcome all skill levels for a fun, supportive, and high-energy session. Have limited spots available and hoping to get a few extra from meetup. **$25 per drop-in • 7:00pm–8:00 PM**

**🏛️ WHAT'S PRACTICAL PHILOSOPHY ABOUT?** Practical Philosophy is a weekly meet-up that brings critical thinkers together for an opportunity to dive deep on a topic, practice communicating, and building a community. All with no ‘official’ philosophy knowledge required! 😎 Practical Philosophy is based on the idea that philosophy should be accessible to all, and not something reserved only for academics. Each week we choose a topic, and the goal is to use the conversation to develop our critical thinking and communication as we explore that topic. The goal is to help develop our Critical Thinking, Communication, and Community 🙌 **📓 HOW DOES IT WORK?** Each week, we pick one topic and discuss it. The topic for the week is shared, generally in the [Whatsapp group](https://tally.so/r/81LP4A), along with jump-off points to get the conversation going. When groups get bigger than 7-8 people, it’s important that we break into smaller groups. This way we are able to maintain a conversational flow as opposed to having our meetups feel like a discourse or lecture. **General Meeting Agenda** Each Practical Philosophy meet-up follows this general timeline: * 19:00-19:15 - People arrive and chat, get to know each other before the official start. * 19:15-19:25 - Meeting introduction, explanation of Practical Philosophy and the topic for the week, read the guidelines and the overview so attendees know what to expect in terms of timelines. * 19:25-20:45 - Break into small groups - introduce yourselves and general thoughts on the topic, open discussion afterwards. At this point the group can review the ‘jump-off’ questions as needed, but they are just there to help guide the conversation. It’s not obligatory to answer them. * 20:45-21:00 - Bring everyone back together to discuss conclusions of the topic - each group gives a short 1-minute summary. Organizer concludes the meeting and everyone takes a group photo. * 21:00 - The official meeting is over but it’s a great opportunity to get to know people in a non-structured environment, so we often stick around, chat, and get to know each other. **🧧PRICING?** Practical Philosophy is operated entirely on voluntary donations! If we are meeting in a café, buy a beverage! Donations are 100% voluntary, but they help us to bring the gift of deep conversation to people around the world. If you'd like to support, you can [donate here](https://www.zeffy.com/en-CA/donation-form/donate-to-practical-philosophy)! (Practical Philosophy is a registered Canadian charity) **💛 WHAT PEOPLE SAY ABOUT PRACTICAL PHILOSOPHY** **🗣** “I feel like Philosophy Club helps someone build their own belief system through a series of perspectives while not promoting what’s right and wrong” - Ekam 🗣 “I got hooked from day 1 (the topic was authority) and felt it was the right place for me. I feel it is a place where people can go to learn and discuss new perspectives and increase critical thinking and community by interacting with people who might challenge your point of views but at the same time encourage you to have openness and mind flexibility.” - Daniel **🤓 FAQ** * **Do I need to study or read anything to attend?** No preparation is necessary. This isn’t a study of other thinkers. We want to know what you think about the topic, not what an old philosopher thought. If you have a perspective from a religion or a school of thought to share, throw it on the table and we’ll discuss it. * **Is there a specific philosophy that Practical Philosophy is focused on?** The goal of our meet-ups is to not have dogmatic discussions, and flex our critical thinking muscles. Because of this, we want to hear from every realm of thought, and don't study a particular school. * **Is it mostly men that attend?** Surprisingly, no! Although often, philosophy is seen as a Candelabra affair in a dark room with a bunch of guys, our Practical Philosophy meetups are generally 50/50 between genders, and we don’t meet in any dark rooms. * **Can I come alone?** Of course you can, we encourage it :) * **Can I be late?** Please don't be! We do have a 15 minute grace period where we allow people to funnel in while we hang out, but after that if you arrive too late, it disrupts the flow of the conversation. * **Where do you meet?** The location is posted in Meetup and our [Whatsapp](https://tally.so/r/81LP4A) group for this location. It is HIGHLY RECOMMENDED that you join the Whatsapp group! If you want to know what other cities have a Practical Philosophy Club, you can see our chapters on our [website](https://www.practicalphilosophy.club/). 🤝**POLICY** To respect our members privacy, we ask that no one privately message a member without first getting explicit consent. (This looks like speaking in person and being asked to message privately.) Contacting or texting other participants without prior consent is not permitted and may result in removal from the group. Practical Philosophy reserves the right to enforce this policy at its discretion to maintain a safe and respectful environment. **PRACTICAL PHILOSOPHY CLUB - Philosophy, everywhere. ✨** We started in Practical Philosophy back in 2021 and there are now 50+ chapters in 25+ countries, including Canada, Spain, Japan, Mexico and many more! 🗺️ **\*\*\*** **Join our [Mississauga Whatsapp](https://tally.so/r/81LP4A) 👈** **Follow us on [Instagram](instagram.com/practicalphilosophyclub/) 👈** **Our [website](https://www.practicalphilosophy.club/) 👈**

**Ready to get better at speaking in front of a room and leading with confidence?** MidTown Toastmasters is a friendly, diverse club that meets twice a month to practice real public-speaking skills in a supportive environment. We keep it welcoming and fun. **What to expect** * Quick orientation for newcomers * Prepared member speeches * Table Topics impromptu speaking * Encouraging feedback that helps you improve right away **Guests are always welcome.** You are invited to try a few meetings as a guest before deciding to join. There is never pressure to speak on your first visit. **New here?** Message us here on Meetup with any questions, or ask for Josie when you arrive and you will get a proper welcome and introduction. **RSVP notes** Please RSVP to help us plan seating. If your plans change, update your RSVP so we can offer your spot to someone on the waitlist. **Where** St. Matthew's United Church Oakwood Room 729 St. Clair Avenue West (St. Clair & Christie) **Learn More About Our Club:** Club’s Website: [https://torontomidtowntoastmasters.toastmastersclubs.org/ ](https://torontomidtowntoastmasters.toastmastersclubs.org/) Our club meets **online** every 2nd Monday of each month, and meets **in-person** every fourth Monday of each month (holidays excepted). **\-\-\-** **Here's what our previous guests (from August 25) said about our club:** * "It was engaging from start to end" * "I'm very impressed by how the evaluators notice everything." * "I enjoyed practicing my active listening." * "The report on the filler words is useful. I can see myself improving with this feedback."

**Meet new people over great food in a relaxed, social setting.** This is a small-group social dining experience for people who enjoy good food, good conversation, and expanding their circle in a natural way. Everyone attending is there to meet others — no pressure, no awkward networking. **What to expect** * A small group (usually 4–8 people) * A friendly, low-pressure atmosphere * Easy, natural conversation **How it works** We coordinate the group and reserve the table once attendees confirm. The venue and details are shared with the group beforehand. Just show up, order what you like, and enjoy the experience. Each guest covers their own food and drinks. To keep groups balanced and confirmed, seat confirmations happen through #dine: https://www.hashtagdine.com/

## **Let’s Make Something Real** You’re invited to a **Music Production Session** of **Pure Creation.** We’re stripping away the gatekeeping and the endless tutorials. This isn’t a masterclass; it’s a digital jam session where the goal is to walk out with a track that has everyone’s DNA on it. Whether you’re a professional sound designer or you just bought your first MIDI controller yesterday, if you have ideas, we want them in the mix. ### **The Vibe** * **Genre Agnostic:** From lo-fi beats and cinematic soundscapes to heavy techno or glitch—if it sounds good, it stays. * **DAW Agnostic:** Logic, Ableton, FL Studio, Bitwig? It doesn't matter. Use the tools that help you speak. * **Creation Over Teaching:** We believe the best way to learn is by doing. You’ll pick up tricks by osmosis, but our primary mission is the "Export" button. ### **How It Works** We’re keeping the workflow lean so we can stay in the flow state: 1. **Access:** Make sure to Register your spot on MeetUp as well as at [LCMP](lcmpbygoccai.com) to receive ***access links*** to all files as well as the ***final location*** for confirmed attendees. We’ll use a shared Dropbox folder to swap stems, loops, and one-shots in real-time. **Note:** If you are not signed up on [LCMP](lcmpbygoccai.com) **and** MeetUp, you wont receive access. 2. **Bring Your Gear:** Laptop + DAW + Headphones + Charging Cable, Extension Cord (If you need it) Ensure you’re ready to make noise the moment you plug in. 3. **The Master Mix:** We’ll have a central project running. 4. **The Drop:** You create a part, share it, and watch the track evolve. ### **The Essentials** * **Who:** Creatives, noisemakers, and rhythmic thinkers of all skill levels. * **The Goal:** Ensure every person in the room makes a tangible contribution to the final piece. * **The Energy:** High vibes, zero ego, and a shared love for digital alchemy. **Ready to plug in?** We’re keeping these sessions intimate to ensure the best workflow. Location and final logistics will be sent once your spot is confirmed. Register at [LCMP](lcmpbygoccai.com) **"Good energy, good people, and most importantly, good music."**

A hands-on workshop on turning insights into ideas that actually hold. Most ideas aren’t bad. They’re just… premature. ​We’re trained to move fast, jump to solutions, and make things look good quickly. ​But good design doesn’t come from speed. It comes from **seeing differently.** ​This session is about breaking that habit. ​This hands-on workshop explores how ideas actually emerge i.e through tension, constraints, and collaboration and not just creativity. ​ **👉 To secure your spot, please register via [Luma](https://luma.com/caozni5i): https://luma.com/caozni5i** (*Meetup RSVPs don’t guarantee a seat*) # ​**What we’ll do:** ​**Start with people (but not in a fluffy way)** ​Map real experiences ​Surface assumptions ​Interrogate what we think we know ​ ​**Push beyond obvious ideas** ​Generate more (and worse) ideas — on purpose ​Break out of default thinking patterns ​ ​**Make it real** ​Work with constraints ​Shape direction ​Turn messy thinking into something tangible ​ ## ​**What you’ll take away** * ​Why most teams default to shallow thinking * ​How to actually *practice* divergent thinking (not just talk about it) * ​What it means to move from insight → concept * ​How constraints make ideas stronger, not weaker ​**Who this is for** * ​Professionals who want to relax, nerd out, and build fun things * ​Designers who are tired of surface-level workshops * ​People who jump to solutions (you know who you are) * ​Anyone curious about how ideas *actually* come together ​ ​**About Service Design Drinks (SDD)** ​SDD is a community of practice for people interested in service design. ​We host casual, hands-on sessions to learn, share, and grow together - no fluff, just thoughtful work and conversation. ​ ​**Agenda** ​5:30 pm \| Arrival \+ settle in ​6:00 pm \| Workshop session ​7:30 pm \| Stay back and connect

Don't be disappointed if you don't see a bunch of people attending. I advertise this on multiple platforms and the class usually sells out. Improv comedy uses several techniques to create laughter. These include, creating an atmosphere free of judgement, saying 'yes', active listening, being positive, putting your focus on others, and the importance of play and laughter. Not coincidentally, these are the same things that happen to us naturally when we are bonding with another person. In this class, we'll explore these techniques not with the goal of being funny, but with the goal of being people that other people want to be around. The organizer, Ralph MacLeod, is a co-founder of two independent improv clubs in Toronto - Bad Dog Theatre and Social Capital Theatre. He's been teaching improv for over 30 years. He also teaches these same techniques to several organizations including UofT, Google, Kraft, Shopify and many, many more. Please feel free to ask any questions you may have! FAQs and Good To Know.... After every event, a group from this class sit down and have a drink together so be prepared to stay if you want! Of course, you don't HAVE to. You also don't have to be single or bring a friend. The vibe of this class is much more 'making new friends' than a 'singles' mixer'. We usually run to 8:15 so pay for extra parking!

The Test Tribe 13th Toronto Meetup – From Tests to Trust: How QA Creates Value That Outlasts Technology Shifts Tools change. Frameworks evolve. AI reshapes workflows. But one thing remains constant: the expectation that QA delivers value. In a world of rapid technological change, the real question isn’t what tools we use - it’s how QA creates trust, clarity, and better decisions across teams. At the 13th Toronto Meetup, we step back from tools and trends to explore a deeper question: What does quality really mean to the business - and how can QA deliver it consistently, regardless of technology shifts? **Event Details** * **Date: April 29th, 2026 (Wednesday)** * **Time: 6:00 PM – 9:00 PM ET** * **Venue: Tribal Scale** * **Maps Link:** https://maps.app.goo.gl/hqUyAVXKLQhPFsUK6?g_st=ic **Session: From Tests to Trust: How QA Creates Value That Outlasts Technology Shifts** **Speaker: Youssef Menkhour** **About the Session** Technology in QA is evolving rapidly - but expectations from stakeholders often remain unchanged. In this session, Youssef Menkhour brings a QA Director’s perspective to explore: * What different roles (engineering, product, business) actually expect from testing * How QA creates value indirectly, beyond test execution * Why traditional outputs - tests, reports, meetings - often fail to drive real decisions * How to simplify QA practices to better support clarity, alignment, and impact This talk challenges conventional thinking and focuses on how QA can move beyond activity-driven work to become a driver of trust and decision-making within organizations. **Key Takeaways** * Understand what stakeholders truly expect from QA * Learn how QA delivers value beyond test cases and execution * Simplify testing outputs to better support real decisions * Shift from activity-driven QA to impact-driven quality engineering * Build practices that remain relevant across changing technologies **About the Speaker** Youssef Menkhour is a Director of Quality Assurance with 15+ years of experience leading enterprise and SaaS-focused QA organizations across industries including insurance, banking, media, and telecommunications. At Alithya, he advises clients on quality modernization, helping organizations adopt automation-first strategies, shift-left testing, and CI/CD-aligned delivery models. Youssef is passionate about redefining QA’s role - from a supporting function to a strategic contributor that drives trust, alignment, and long-term value. **Why You Should Attend** * Gain a leadership perspective on the future of QA * Learn how to create value beyond tools and frameworks * Understand how to align QA work with business outcomes * Rethink how testing supports decision-making * Connect with Toronto’s QA and tech community **About The Test Tribe** The Test Tribe is the world’s largest software testing community, empowering testers globally since 2018. With 700+ events and 150K+ members across 130+ countries, we bring testers together to learn, grow, and connect through meetups, conferences, cohorts, masterclasses, and more. By RSVPing, you agree to our Terms and Conditions and Privacy Policy and consent to be contacted by The Test Tribe and our event partners.

Don't be disappointed if you don't see a bunch of people attending. I advertise this on multiple platforms and the class usually sells out. \*\*If you don't use Paypal, email me at ralph@socap.ca and we'll figure it out. You can pay be etransfer or with a credit card/cash at the venue.\*\* Improv comedy uses several techniques to create laughter. These include, creating an atmosphere free of judgement, saying 'yes', active listening, being positive, putting your focus on others, and the importance of play and laughter. Not coincidentally, these are the same things that happen to us naturally when we are bonding with another person. In this class, we'll explore these techniques not with the goal of being funny, but with the goal of being people that other people want to be around. The teacher, Ralph MacLeod, is a co-founder of two independent improv clubs in Toronto - Bad Dog Theatre and Social Capital Theatre. He's been teaching improv for over 30 years. He also teaches these same techniques to several organizations including UofT, Google, Kraft, Shopify and many, many more. Please feel free to ask any questions you may have! FAQs and Good To Know.... After every event, a group from this class sit down and have a drink together so be prepared to stay if you want! Of course, you don't HAVE to. You also don't have to be single or bring a friend. The vibe of this class is much more 'making new friends' than a 'singles' mixer'. We usually run to 8:15 so pay for extra parking!

**Looking for a co-founder or startup collaborators in Toronto?** Join founders, engineers, product builders and entrepreneurs for a curated evening designed to help people connect and build startups together. **RSVP:** [Use this link](https://www.eventbrite.com/e/meet-your-co-founder-startup-builders-night-in-toronto-tickets-1984589959994?aff=oddtdtcreator&keep_tld=true) ***Please note that RSVP is managed via Eventbrite to control attendee lists — don’t ignore it to avoid issues with on-site payment.*** **💡 What Makes This Event Different** * Many people have ideas. * But building a startup alone is difficult. * The best startups are built by strong teams. * This event is designed to help ambitious founders, engineers and builders meet potential co-founders and collaboratorsin a structured networking environment. Instead of random conversations, we create opportunities for participants to share ideas, discuss projects and discover people they might build something meaningful with. **🤝 What You’ll Experience** * ***Interactive Co-Founder Networking*** Before the session begins, participants vote on the topic or challenge they want to explore together. The most popular topic becomes the focus of the networking session. Participants are then divided into small groups to work around that shared challenge. This format helps people quickly connect, understand each other’s thinking, and discover potential collaboration opportunities. It’s networking with a purpose — not just introductions. * ***Startup Pitches*** Selected founders present their startups to the audience and investors. Each pitcher shares their idea, product, or progress and receives visibility, feedback, and potential connections with investors and collaborators. This is an opportunity to showcase what you’re building and spark meaningful conversations after the session. * ***Chill Networking*** After the structured part, participants can continue conversations in a relaxed environment. **👥 Who Should Attend** • Entrepreneurs with startup ideas • Engineers and technical builders • Product managers and designers • Growth and marketing specialists • People looking for a co-founder • Early-stage founders building their first startup • Anyone interested in joining a startup team **🌍 About the Community** This event is part of the **Ascent Valley ecosystem** — a global community where founders, builders and investors meet to share ideas, collaborate and build meaningful projects. *Our mission is to create environments where ambitious people connect, collaborate and grow together.*

### Ready to Launch an AI-Powered Ebook Empire? Unlock the secrets to creating a thriving ebook business with the amazing power of AI. Even without prior writing experience, you can craft, publish, and profit from ebooks, tapping into a lucrative passive income stream. #### ➡️ Secure Your Spot Now: [🚀 REGISTER 🚀](https://remoteready.io/product/AIEbookBusiness?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-05-01T22:00:00Z) **(Please note: An RSVP here doesn't guarantee your spot. Use the registration link above.)** --- This masterclass provides a complete blueprint for creating an AI-driven ebook business. We'll explore everything from identifying the *right* niche and leveraging AI for content creation to publishing on Amazon KDP and boosting your book sales. It's an end-to-end system that minimizes effort while maximizing potential. ##### Is This For You? This class fits if you're: * Dreaming of self-publishing success on Amazon KDP * Seeking passive income opportunities through digital products * An entreprenuerially-minded person craving a scalable online side hustle. ##### Class Highlights: We're going to deep dive into: * Strategies for competitive pricing and smart keyword optimisation to get found. * The legal landscape of AI-generated content; stay compliant and effective. * How a *portfolio* of ebooks can create compounding passive income streams over time. * Get inspired by real-world examples of AI ebook businesses pulling in $2K–$20K each month! * Tried-and-tested promotion strategies that lead to consistent ebook sales. ##### The Proof is in the Pudding: *"I now have 10 books out there! This passive income thing? It's totally real."* – A Happy AI Ebook Publisher ##### Visualize This: Let AI handle the writing; you focus on building that empire. 💰

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

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.

Come attend a free in-person seminar where you will find out why you: -Feel isolated -Can't express yourself openly -Get nervous or anxious in front of people -Run out of things to say or feel tongue-tied -Feel introverted -Don't feel comfortable in any social setting -Can't make more friends -Are shy and miss opportunities to connect in a meaningful way And we cover what you can do about any one, some or all of the above. This seminar is the weapon against loneliness, isolation and boredom, come join us! COME TO THIS SEMINAR AND LEARN THE SECRETS TODAY This seminar is brought to you by the Dianetics & Scientology Life Improvement Center. 1266 Dublin Road, Columbus, Ohio 43215

**Let’s catch up and take an afternoon break.** **Grab a coffee or snack and let’s chit chat! Gayle and I will bring adult coloring books and/or a simple craft if you’d like to unwind and relax.😊**