Electronic Privacy

Please RSVP on our [Eventbrite page](https://www.eventbrite.ca/e/owasp-toronto-march-2026-tickets-1984518199356)! **Mastering Application Threat Detection & Response: A Hands-On Workshop** Elevate your cybersecurity skills with this hands-on workshop as you dive deep into critical application security challenges. In this workshop, you'll work directly in the Contrast Security platform to: * Uncover hidden application-layer threats that bypass conventional defenses like WAFs, EDR, and CNAPP solutions. * Execute real-time threat detection and streamline your response with pre-built runbooks. * Neutralize active attacks with confidence * Defend against zero-day exploits with behavior-based threat detection. This workshop is designed for: * AppSec Professionals * Security Engineers * Software Engineers * DevOps/DevSecOps Professionals * SOC Analysts & Managers

This session interrogates the functional transition of ethical theory from academic discourse to industrial application. By examining the nuances of "on-the-ground" ethics, we will explore the pedagogical and structural methodologies required to move industry stakeholders beyond mere conceptual acknowledgement toward robust ethical activation. We will note the fiction between theoretical normative frameworks and the pragmatic constraints of the private sector. Ultimately, this discussion aims to identify how applied ethics can be effectively institutionalized within modern industry. About the Speaker: [Yoelit Lipinsky](https://www.linkedin.com/in/yoelitlipinsky/?originalSubdomain=ca), PhD, is a data ethicist at TELUS and has extensive experience in clinical ethics, including a position as a clinical ethicist at Providence Health Care. With a PhD in Healthcare Ethics from Duquesne University, her research focused on Catholic and Jewish bioethics. Previous roles include serving as a Mitacs Accelerate Postdoctoral Fellow in Ethics and Consent at The University of British Columbia, and as a clinical ethics fellow with the Provincial Health Services Authority and Providence Health Care. Yoelit also gained foundational experience as a clinical ethics student at Duquesne University, UPMC Mercy, and Squirrel Hill Health Center. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a talk with audience Q&A presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. The talk will also be streamed online with live chat here [to be posted]. About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

We are continuing our tour of different trivia events in the city that also have good beer at Birroteca by Indie Alehouse located at the concourse level of Eataly (at Bay and Bloor) fits that bill. Come enjoy a variety of beers exclusive to Birroteca by Indie Alehouse. Our taps change often, so there is always something new for you to explore! Enjoy your sips and bites with trivia to put your knowledge to the test. Brass Facts Trivia has been hosting trivia around Toronto since 2008. Host Ryan Galati dishes out questions to new and returning teams! **Nota Bene:** Free to play, no reservations required, but we fill quick! Please see staff on arrival to be seated. Max 4 players per team. 1 ticket per member of your team. Trivia starts at 8. Teams are limited to 4 people per their website. (They do seem to allow 5 per team.) I have set the event for 10 for 2 teams; reservations have been secured via Eventbrite.

SPEAK WITH CONFIDENCE! If you’re interested in improving your public speaking and leadership skills at an entertaining, educational and inspirational meeting, please visit us … it’s free! We meet weekly on Wednesday evenings. The location or link will be sent to those who confirm attendance. Brainwave Speakers Toastmasters club is a place where strangers become friends, where new ideas and experiences are shared. With a wide variety of ages, backgrounds and experiences, our members are an interesting and diverse group. Regardless of whether you are a professional, student, stay at home parent, job seeker or a retiree, you will find something of value at Brainwave Speakers Toastmasters club. Please feel welcome to visit us! Contact our Vice President of Membership at karen.goodyear333@gmail.com for details.

RSVP on TribalScale's RSVP Page: https://www.tribalscale.com/events/iwd-gdg-women-tech-makers Two workshops for women in tech ready to move their careers forward. Financial strategy + AI agent design. About This Event International Women's Day isn't about celebrating how far we've come. It's about building the skills that get you where you're going next. Join 50 women in tech for two practical workshops: 6:00 PM — Financial Strategy How to manage equity, negotiate better, and build wealth that lets you take career risksLed by Lesley-Anne Scorgie, financial expert featured on Oprah 6:35 PM — Designing AI Agents Hands-on technical learning in one of tech's fastest-moving areasSpeaker details coming soon Who This Is For Early to mid-career women in tech. Developers, designers, PMs, technical leaders. If you want tactical skills (not motivational speeches), this is for you. Schedule 5:30 PM — Doors open, networking 5:45 PM — Welcome 6:00 PM — Financial strategy workshop 6:35 PM — AI agents workshop 7:10 PM — Rapid networking 7:30 PM — Event concludes Drinks and snacks provided. What to Bring Yourself. Maybe a notebook if you like taking notes. Location The Combine 225 Wellington St W, Toronto, ON M5V 3G7, Canada Enter via 35 John St and take the elevator upstairs. Someone will meet you at 35 John St to let you in. Please note that all is subject to change by the organizer. Agenda --- Hosted By Solomon Hsu, GDG Organizer I believe in one mandate in the digital space: Crafting Authentic Digital Experiences for All People. With that vision, I value digital accessibility and user centric design as the core foundation for all my projects. It is within the users' insights and needs that allow us to build great apps. Hiral Thaker, Co-organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-toronto-presents-break-the-pattern-iwd-2026-with-gdg-toronto/.

**Visitors are always welcome!** Drop by and experience a Toastmasters club first hand. Brainwave Speakers is an open club Toastmasters Club. Everyone is welcome. If you are committed to growing as a speaker and leader, and want to do it in a supportive social atmosphere, we'd love to meet you! **Meetings are every Wednesday 6:45 p.m. - 8:00 p.m.** Please arrive by 6:30 p.m. for a social/networking session. Directions and information can be found at https://1001005.toastmastersclubs.org/ Contact us at vpm-1001005@toastmastersclubs.org

## **Import & Export — Learn the Model, Remove the Risk, Build the Business** **Casual Learning & Support Session \| LeaderSHIFT Community** There is growing interest in import/export as a business — but most people get stuck on the same questions: * Where do I start? * How do I avoid getting burned? * How do I finance deals safely? * How do I find real clients (not tire-kickers)? This session is designed to answer those questions clearly and practically. ### **📌 Format (Two-Part Session)** **First Hour – Foundations (Beginner Friendly)** This is a structured walkthrough for anyone who wants to understand the business from the ground up. We will cover: * How the import/export business actually works * How to structure deals using government programs and banks to reduce or eliminate risk * How financing can be used properly (without putting yourself in danger) * How to find clients and generate deal flow * Common mistakes and traps to avoid All attendees will receive a **free booklet and resource package** with the information needed to begin setting up their own import/export business. **Second Hour – Open Support & Deal Discussion (Optional)** This portion is for: * People already working on deals * Those who understand the model and want deeper discussion * Anyone seeking feedback on a specific roadblock * Individuals who want to offer insight, support, or collaboration It becomes a collaborative, peer-supported environment rather than a formal presentation. ### **☕ Setting** This is a **casual, low-pressure meetup** held at Second Cup (Sheppard Centre, Yonge & Sheppard). Grab a coffee, bring your questions, and engage at your own pace. No pitches. No hype. Just real knowledge, real structure, and real conversation.

We're excited to bring the community together for an evening of learning and connection! Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Thursday, March, 12th from 5:30-7:30 pm **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: Building Agentic AI on ELK stack, by **Gleb Gadyatskiy**, Principal Engineer at PointClickCare * 6:30 pm: Q&A * 6:40 pm: "One Does Not Simply Query a Stream", by **Viktor Gamov** is a Principal Developer Advocate at Confluent * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Building Agentic AI on ELK stack"** Story how I built AI Agent using pure ELK + LLM to automate incidents investigations 1. What is AI Agent, ELK and why I decided to build AI Agent using only ELK 2. Building simple AI Agent using pure Logstash pipelines 3. Building advance AI Agent using Ruby plugin 4. Connecting AI Agent to Elastic AI Assistant **Gleb Gadyatskiy** is a Principal Engineer at PointClickCare. He is a part of the Infrastructure Architecture team and describes his role as “the first line in attack and the last line in defense”. Gleb provides support for all teams to aggregate logs from various apps into Elasticsearch, use AI to get insights from logs and actively promotes Elastic stack in PointClickCare. Gleb enjoys outdoor traveling with his wife and two kids in a camper. **"One Does Not Simply Query a Stream"** Streaming data with Apache Kafka® has become the backbone of modern applications. While streams are ideal for continuous data flow, they lack built-in querying capabilities. Unlike databases with indexed lookups, Kafka’s append-only logs are designed for high-throughput processing—not for on-demand queries. This necessitates additional infrastructure to query streaming data effectively. Traditional approaches replicate stream data into external stores: relational databases like PostgreSQL for operational queries, object storage like S3 accessed via Flink, Spark, or Trino for analytics, and Elasticsearch for full-text search and log analytics. Each serves a purpose—but they also introduce silos, schema mismatches, freshness issues, and complex ETL pipelines that increase system fragility. In this session, we’ll explore solutions that aim to unify operational, analytical, and search workloads across real-time data. We'll demonstrate stream processing with Kafka Streams, Apache Flink®, and SQL engines; real-time analytics with Apache Pinot®; search capabilities with Elasticsearch; and modern lakehouse approaches using Apache Iceberg® with Tableflow to represent Kafka topics as queryable tables. While there's no one-size-fits-all solution, understanding the tools and trade-offs will help you design more robust and flexible architectures. **Viktor Gamov** is a Principal Developer Advocate at Confluent, founded by the original creators of Apache Kafka®. With a rich background in implementing and advocating for distributed systems and cloud-native architectures, Viktor excels in open-source technologies. He is passionate about assisting architects, developers, and operators in crafting systems that are not only low in latency and scalable but also highly available. As a Java Champion and an esteemed speaker, Viktor is known for his insightful presentations at top industry events like JavaOne, Devoxx, Kafka Summit, and QCon. His expertise spans distributed systems, real-time data streaming, JVM, and DevOps. Viktor has co-authored "Enterprise Web Development" from O'Reilly and "Apache Kafka® in Action" from Manning. Follow Viktor on X - @gamussa to stay updated with Viktor's latest thoughts on technology, his gym and food adventures, and insights into open-source and developer advocacy. **Location:** Improving Office 171 East Liberty St Unit 235 Toronto, Ontario M6K 3P6 **Directions (171 E Liberty St - Suite 235)** **By transit** Streetcars 504 and 509 both travel close to the office (less than 10 minute walk to the office from either), the lakeshore GO train is also a 5 minute walk from the office. **By car/parking** On street parking is available - there are a handful of paid parking spots directly in front of the entrance - with a large city parking lot across the street. **Entrance** The entrance to the office is beside the Bulk Barn entrance facing Hannah Street. There is an Improving logo on the door.

On March 14th, 2026, [AgentCon](https://www.linkedin.com/search/results/all/?keywords=%23agentcon&origin=HASH_TAG_FROM_FEED) lands in Toronto, bringing together developers, engineers, and innovators shaping the future of AI agents. Expect deep‑dive talks, hands‑on learning, practical demos and plenty of networking with the AI community. This isn’t just another AI event, it’s where builders meet to talk real code. ✅ Ready to build the future? Register Now: [https://lnkd.in/dX5AVXRw](https://lnkd.in/dX5AVXRw)

We will continue our monthly **Art Crawl** into March! Please read everything over first. January, February, March. During Winter months. About ***15 people***/members each time. **Once each month** on a *Saturday afternoon*. (1pm-3pm range) **$10 per person. Sent via e-transfer when you signup/rsvp. You're not confirmed until then.** ***We will visit 3 different*** (downtown/west end) galleries each month (short walks between each one). **This ART walk will be in the Yonge/Dundas area.** Each month will be different galleries. \*\*We'll meet the Gallery owners/artists/directors--who will lead us in 30 minutes of tour and conversation at each stop. Cold, snow, rain, slush---**we will carry on!** NO cancellations/no refunds or any re-scheduling. Interested in ART/artists--**and learning/visiting the exceptional local downtown galleries we have in Toronto?** *Saturday March 14th* (1pm-3:30pm) Once I have 15 confirmations from Meetup members (you)--I will email you the location/route of our ART Crawl!! This walk/tour will be in the Yonge/Dundas area--visiting some hidden gems! If interested, **please email me $10 when you signup.** *Include your first name only*, and email address for a reply. I will then confirm you. And confirm up our itinerary in a week or so. See you on March 14th! This will be our 4th ART Crawl of 2026. Each month will be posted separately. $10 per person each time. You can email (e transfer) me directly here: torontoisculture@gmail,com Greg Thanks.

Join your community of fellow Intuitives and MBTI nerds for a casual evening of engaging conversation. We get together every second Sunday – with a mix of regulars and new friends. There is no fee to attend, though we ask that you support the venue by ordering something to eat or drink. **Feel free to contact event host B. via Facebook/Meetup messenger, or text/call 416-712-8635 for directions**. About the venue: The Pint Public House Nearest Subway: Union Station Map / Directions: https://maps.app.goo.gl/G5GfXDSQXeifJ5ot5 We make an effort to find pubs that are quiet and introvert friendly, with a section to ourselves. We make no effort to muffle our extroverts, but should they get out of hand, our resident INTJ will use their death stare, to pull them back in line.

**Please read ALL details before joining:** **Info:** 2 hours of 5v5 indoor futsal at the East Bayfront Recreation Centre in Downtown Toronto. **Cost:** $4.75 **Note:** This venue/event is run by the **City of Toronto.** Upon arriving, please check in with the front desk! I do not take any payments. **Make sure you arrive early, their check-in process is really slow sometimes.** **Setup:** * 2 Teams (or 3 if we have 15 players) * 7 min games * Subs rotate between games / two games on, one game off (if there are 3 teams)

This is a ticketed event. Please register at [this link](https://luma.com/hpn010ze). ​Future AI systems could have action-guiding and learning systems which may plausibly resemble those of current human or animal brains. What might it take to make these systems safe? In this presentation, David Atanasov will talk about the work from people who have thought about aligning these hypothetical future systems. ​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​If you can't attend in person, join our live stream starting at 6:30 pm via [this link](https://www.youtube.com/@Trajectory-Labs/live).

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**How to take control of your subconscious and harness its power!** Join us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You’ll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you And the most important topic: **How do you take control of your subconscious!** But this isn’t just another lecture where you sit and listen passively. It’s interactive and engaging—you can ask questions at any time. 📅 Reserve your spot now! Seats are limited, so don’t wait too long to sign up. Location: 1266 Dublin Rd, Columbus, OH 43215 Hosted by the Hubbard Dianetics Foundation

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

We'll meet at The Capital One Café, 167 Easton Town Center, Space A-103. This is in the main mall where the Microsoft store used to be, on your left if you're standing at the bottom of the AMC Theater escalator. Join us on Sunday for an hour of uninterrupted wordmaking! • What we'll do Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at noon on Sundays. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 12:00 - quick intros. 12:10 - timer starts: write for 1 hour. 1:10 - chat / take off / keep writing. OPTIONAL SOCIALIZING happens at 1-1:30ish. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you! • What to bring Whatever you need to be able to write! Bring earbuds/earplugs if you want to block noise or the occasional conversation by other patrons. Electrical outlets are limited, so charge your devices before whenever possible. See you at The Café on Sunday!

Drake Lundstrom is presenting: Code Anywhere by Talking to your Phone Abstract: Have you heard the trend of people deploying code anywhere from checkout lines to doctors' offices? In this talk, you will learn how to talk to your phone and have an app on Azure to show your friend 5 minutes later. The basic DevOps tools you already know, plus a little bit of AI magic, are all you need! If you want to follow along, the demo will be in Azure with GitHub Actions and GitHub Copilot, and you can have it set up on your phone by the end of the session. Just come in with an Azure account and a GitHub repo. Join us for pizza, drinks, and networking @ Improving's office. Doors open at 5:45.