Quality Assurance

This is a ticketed event. Please register at [this link](https://luma.com/hpn010ze). ​In this talk, [Kristy Loke](https://www.linkedin.com/in/kristy-loke/) (MATS research fellow) will discuss: 1\. How did China come to lead in open\-weight LLMs? 2\. How are various jurisdictions’ \(such as the EU and the US’s\) interest in open\-weight models changing? 3\. What technical and global governance actions ought to be taken if we want to make sure the open\-weight AI space continues to thrive? ​**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).

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $15 and $35 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

The Association for Science and Reason will be holding our regular in-person Skeptics in the Pub event. (Monthly Zoom meetings will continue as usual, but we will also be doing monthly in-person events on the second Tuesday of every month). Our previous venue, Prenup Pub, has closed, so we will meet this month at the Town Crier Pub, 115 John St, a 9 minute (600m) walk from St Andrew Station. It has very good food and a large seletion of beer, but was quite noisy last month. We'll give it another try to see what it is like this time. We will get together for a social event to say hello to people we may have only met on-line and to reconnect with some long-time acquaintances. We will not be having a presentation or a speaker, just a chance to sit down and have a meal and/or a beverage and a conversation with a pleasant group of fellow skeptics. Food and beverages are available from the menu. Foods include a full menu from soups and appetizers to entrées and dessert. The beverage menu includes over 50 different beers on tap, many bottled beers, a selection of wines, various cocktails, and as well as non-alcoholic drinks. When you arrive, just ask where the "Skeptics" are. If you plan on joining us, please register so we can estimate the number of attendees.

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $15 and $35 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

⚠️ **Important:** RSVPs on Meetup **do not guarantee a spot.** To secure your complimentary experience, you **must call or text us at 416-900-9679** to confirm your qualification and booking. Please don’t attend without confirmation – space is limited and unconfirmed arrivals cannot be accommodated. Experience what it feels like to train at Toronto’s most advanced **fitness and longevity studio** — where science meets community. In this small group session, you’ll build functional strength, endurance, and mobility while learning how to move and recover like an athlete. Each class blends: * **Short bursts of cardio** (yes, even if you hate it) * **Targeted functional strength training** to build lean muscle * **Mobility, mindfulness, and breathwork** to finish strong and centered All levels are welcome — from beginners to seasoned gym-goers. Our coaches lead every step and correct your form in real time to ensure maximum results and safety. 📍 **Location:** Telomere Fitness, 518 Yonge Street (Yonge & College) 🚇 Easy access by subway – minutes from College Station ### 💥 **Special Complimentary Offer (Limited Spots)** We’re currently offering for **qualified downtown Toronto residents** a *free* full fitness experience, including: ✅ **InBody Scan** (body composition & fat/muscle analysis) ✅ **Personal Fitness Assessment** ✅ **Small Group Training Session** ✅ **Nutrition Consult** *(Total value: $200 – complimentary for qualified individuals)* ### 🔹 **How to Qualify** To reserve your complimentary session, you must **live or work in downtown Toronto** and **call or text us first** at **416-900-9679** to confirm eligibility. Spots are limited to maintain our small-group focus. ### 🏋️‍♂️ **How to Prepare** * Wear athletic clothing and indoor footwear. * Bring a water bottle – we have a no-touch filling station. ### 🕓 **Event Schedule** * We offer 5 sessions per day - Morning, After you and then this is where I had an issue I couldn't just make it. It's weird.noon and Evening * Spots fill up fast so call us to see if we have a spot available at your preferred day/time! * RSVP + confirmation required before attending 📍 Google Maps: [https://maps.app.goo.gl/6jMKrTvr4Lk5aUna7](https://maps.app.goo.gl/6jMKrTvr4Lk5aUna7) 📞 Questions? Call or text us anytime: **416-900-9679** ### ⚠️ **Final Reminder** Meetup RSVPs **alone do not** secure a space. Please **call or text 416-900-9679** after RSVPing to confirm your booking. Unconfirmed arrivals **cannot be admitted** due to limited capacity.

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.

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

**If you’ve been feeling overwhelmed, disconnected, or simply curious about deeper healing, this space is here for you.** This work came into my life in 2022, at a time when I didn’t even realize how much tension and emotion I was holding in my body. I wasn’t looking for anything spiritual or dramatic. I just showed up, lay down, and received the transmission. At first, I didn’t really understand what was happening. But session by session, something inside me began to soften. Old emotions surfaced and released. My body felt lighter. My nervous system started to relax in a way it never had before. I began to feel more present, more grounded, and more connected to my intuition. Life didn’t suddenly become perfect, but I felt more at peace inside it. And that changed everything. This work isn’t about forcing anything or trying to reach a certain state. There are no techniques to master and nothing you need to do “right.” You simply lie down, relax, and receive. Your body responds in its own natural way. Some people feel energy moving. Some release emotions. Some enter deep states of rest. And some just feel calmer and more centered afterward. Every experience is different, and all of it is welcome. This session is a space where you can: * slow down * release what you’ve been carrying * reconnect with your body * and remember that you don’t have to do life alone You don’t need any experience. You don’t need to prepare. You don’t need to be “spiritual.” Just come as you are. If something inside you feels gently drawn to this, you’re welcome here. With love, Tracey **What is KAP?** **[Kundalini Activation Process® (KAP)](https://www.kapacademy.com/)** is a powerful and life-changing experience that helps you unlock your true potential. Imagine going on a deep adventure within yourself, finding hidden treasures of your personality and abilities that you didn't know existed. With KAP, you learn to light up the energy inside you and connect with the life force present in all living things. This process guides you to break free from old habits and beliefs that have been holding you back, allowing you to live in new and fulfilling ways. KAP is the ***path of surrender***, it's about letting go rather than trying harder, different from practices like kundalini yoga, tantra, or chi gong. Energy moves from the top of your head down to your base, clearing blockages and healing old wounds on its way. In this session, you'll receive a "***double transmission***" - a powerful mix of Kundalini energy and non-dual consciousness. This fusion will enliven your life force energy, revitalizing your body, mind, and energy flow. Simultaneously, your awareness will expand into the realm of non-duality, enriching your perception of the unity of all beings. **HOW IS THE SESSION?** I invite you to find a cozy spot to lie down on a yoga mat, where you can fully sink into this experience. Once you're settled, I'll start playing some specially chosen music that helps your brain relax more deeply. During our time together, I'll focus on your energy centers, also known as chakras, and specific meridian points on your body. My goal is to use gentle touch and light pressure to help clear any energy blocks and support your overall well-being. Rest assured, the pressure will always be soft and comfortable to ensure you feel safe and at ease throughout our session. **WHAT CAN YOU EXPECT DURING A SESSION?** Walking into a KAP session, you leave the outside world behind. What happens next is nothing short of amazing. **Energetic Vibes**: While you're lying down, you might start feeling a powerful energy moving through you. It's like an electric wave that fills you up, making every part of you come alive. **Visual Adventures**: Your inner sight, or "third eye," wakes up, and suddenly, you're seeing vivid images, colors, and maybe even going on visual journeys to places beyond your wildest dreams. **A Rollercoaster of Emotions**: It's normal to feel a whole spectrum of emotions during the session. You might feel anger, sadness, fear, happiness, or even burst into laughter. The magic happens when you allow yourself to fully experience these emotions without holding back. **Unexpected Movements**: You might find your body moving in ways you didn't plan, like stretching, shaking, or even striking a yoga pose. Listen to what your body wants to do without overthinking it. You may feel tension build up and then release, leaving you in a state of deep relaxation. **Blissful Moments**: There's a chance you'll reach a bliss state, where you're completely in the moment, feeling a deep sense of joy and satisfaction. It's tough to put this feeling into words, but it's unforgettable once you've felt it. **DISCOVER THE BENEFITS OF KAP** * **Freedom from Emotional Baggage**: Wave goodbye to those heavy emotions that drag you down. * **Broadened Consciousness**: Find yourself thinking and understanding beyond your usual limits. * **Intuition Amplified**: Your gut feelings get louder and clearer. * **Stress and Anxiety Reduction**: Watch your worries and tensions melt away. * **Boosted Confidence**: Feel more sure of yourself and your value. * **Wiser Decisions**: Navigate life with a sharper compass. * **Pure Bliss**: Experience moments of unadulterated joy. * **Stronger Boundaries**: Learn to say no with confidence. * **Shedding Limitations**: Free yourself from thoughts and patterns that hold you back. * **Breaking Old Habits**: Step out of cycles that no longer serve you. * **Increased Resilience**: Find strength to change what doesn't work in your life. * **Deeper Compassion**: Understand and connect with others on a new level. * **Clear Mind**: Enjoy the tranquility of a calm and focused brain. * **Creative and Spiritual Growth**: Explore new ideas and feel more connected to the world. * **Purpose and Direction**: Find your path and walk it with confidence. * **Healthier Relationships**: Connect with others in more meaningful ways. * **Unity and Gratitude**: Feel part of something bigger and appreciate the small things. * **Enhanced Intuitive Skills**: Tap into your inner psychic. * **Empowerment**: Take control of your life and happiness. **An Invitation to Remember** This space is not about performance or perfection. It is not about doing more, achieving more, or becoming someone new. It is about remembering. Feeling. Coming home. To your body. To your soul. To the divine intelligence already within you. Whether this is your first session or part of your deeper path, I welcome you with all my heart. With love, **Tracey Amoura** @traceyamoura \| [www.essencerising.com](http://www.essencerising.com) ***Got questions?*** Connect with me on [Instagram](https://www.instagram.com/traceyamoura) or shoot an email to [kapbytracey@gmail.com](kapbytracey@gmail.com). Catch up on my *previous* sessions on [YouTube](https://www.youtube.com/@kapbytracey). Want to know more about the event? Find all the details [here](https://essencerising.com/event/kap-toronto-downward-dog-yoga-1pm-to-3pm-march-14).

**If you’ve been feeling overwhelmed, disconnected, or simply curious about deeper healing, this space is here for you.** This work came into my life in 2022, at a time when I didn’t even realize how much tension and emotion I was holding in my body. I wasn’t looking for anything spiritual or dramatic. I just showed up, lay down, and received the transmission. At first, I didn’t really understand what was happening. But session by session, something inside me began to soften. Old emotions surfaced and released. My body felt lighter. My nervous system started to relax in a way it never had before. I began to feel more present, more grounded, and more connected to my intuition. Life didn’t suddenly become perfect, but I felt more at peace inside it. And that changed everything. This work isn’t about forcing anything or trying to reach a certain state. There are no techniques to master and nothing you need to do “right.” You simply lie down, relax, and receive. Your body responds in its own natural way. Some people feel energy moving. Some release emotions. Some enter deep states of rest. And some just feel calmer and more centered afterward. Every experience is different, and all of it is welcome. This session is a space where you can: * slow down * release what you’ve been carrying * reconnect with your body * and remember that you don’t have to do life alone You don’t need any experience. You don’t need to prepare. You don’t need to be “spiritual.” Just come as you are. If something inside you feels gently drawn to this, you’re welcome here. With love, Tracey **What is KAP?** **[Kundalini Activation Process® (KAP)](https://www.kapacademy.com/)** is a powerful and life-changing experience that helps you unlock your true potential. Imagine going on a deep adventure within yourself, finding hidden treasures of your personality and abilities that you didn't know existed. With KAP, you learn to light up the energy inside you and connect with the life force present in all living things. This process guides you to break free from old habits and beliefs that have been holding you back, allowing you to live in new and fulfilling ways. KAP is the ***path of surrender***, it's about letting go rather than trying harder, different from practices like kundalini yoga, tantra, or chi gong. Energy moves from the top of your head down to your base, clearing blockages and healing old wounds on its way. In this session, you'll receive a "***double transmission***" - a powerful mix of Kundalini energy and non-dual consciousness. This fusion will enliven your life force energy, revitalizing your body, mind, and energy flow. Simultaneously, your awareness will expand into the realm of non-duality, enriching your perception of the unity of all beings. **HOW IS THE SESSION?** I invite you to find a cozy spot to lie down on a yoga mat, where you can fully sink into this experience. Once you're settled, I'll start playing some specially chosen music that helps your brain relax more deeply. During our time together, I'll focus on your energy centers, also known as chakras, and specific meridian points on your body. My goal is to use gentle touch and light pressure to help clear any energy blocks and support your overall well-being. Rest assured, the pressure will always be soft and comfortable to ensure you feel safe and at ease throughout our session. **WHAT CAN YOU EXPECT DURING A SESSION?** Walking into a KAP session, you leave the outside world behind. What happens next is nothing short of amazing. **Energetic Vibes**: While you're lying down, you might start feeling a powerful energy moving through you. It's like an electric wave that fills you up, making every part of you come alive. **Visual Adventures**: Your inner sight, or "third eye," wakes up, and suddenly, you're seeing vivid images, colors, and maybe even going on visual journeys to places beyond your wildest dreams. **A Rollercoaster of Emotions**: It's normal to feel a whole spectrum of emotions during the session. You might feel anger, sadness, fear, happiness, or even burst into laughter. The magic happens when you allow yourself to fully experience these emotions without holding back. **Unexpected Movements**: You might find your body moving in ways you didn't plan, like stretching, shaking, or even striking a yoga pose. Listen to what your body wants to do without overthinking it. You may feel tension build up and then release, leaving you in a state of deep relaxation. **Blissful Moments**: There's a chance you'll reach a bliss state, where you're completely in the moment, feeling a deep sense of joy and satisfaction. It's tough to put this feeling into words, but it's unforgettable once you've felt it. **DISCOVER THE BENEFITS OF KAP** * **Freedom from Emotional Baggage**: Wave goodbye to those heavy emotions that drag you down. * **Broadened Consciousness**: Find yourself thinking and understanding beyond your usual limits. * **Intuition Amplified**: Your gut feelings get louder and clearer. * **Stress and Anxiety Reduction**: Watch your worries and tensions melt away. * **Boosted Confidence**: Feel more sure of yourself and your value. * **Wiser Decisions**: Navigate life with a sharper compass. * **Pure Bliss**: Experience moments of unadulterated joy. * **Stronger Boundaries**: Learn to say no with confidence. * **Shedding Limitations**: Free yourself from thoughts and patterns that hold you back. * **Breaking Old Habits**: Step out of cycles that no longer serve you. * **Increased Resilience**: Find strength to change what doesn't work in your life. * **Deeper Compassion**: Understand and connect with others on a new level. * **Clear Mind**: Enjoy the tranquility of a calm and focused brain. * **Creative and Spiritual Growth**: Explore new ideas and feel more connected to the world. * **Purpose and Direction**: Find your path and walk it with confidence. * **Healthier Relationships**: Connect with others in more meaningful ways. * **Unity and Gratitude**: Feel part of something bigger and appreciate the small things. * **Enhanced Intuitive Skills**: Tap into your inner psychic. * **Empowerment**: Take control of your life and happiness. **An Invitation to Remember** This space is not about performance or perfection. It is not about doing more, achieving more, or becoming someone new. It is about remembering. Feeling. Coming home. To your body. To your soul. To the divine intelligence already within you. Whether this is your first session or part of your deeper path, I welcome you with all my heart. With love, **Tracey Amoura** @traceyamoura \| [www.essencerising.com](http://www.essencerising.com) ***Got questions?*** Connect with me on [Instagram](https://www.instagram.com/traceyamoura) or shoot an email to [kapbytracey@gmail.com](kapbytracey@gmail.com). Catch up on my *previous* sessions on [YouTube](https://www.youtube.com/@kapbytracey). Want to know more about the event? Find all the details [here](https://essencerising.com/event/kap-toronto-downward-dog-yoga-1pm-to-3pm-march-14).

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.

hi 🌿 If you’ve ever been curious about kundalini yoga, I’m hosting a beginner friendly class for spiritually curious souls who want to move, breathe, and come back into alignment. Its pay what you can (through Luma link below) 📍 Society Clubhouse (967 College St) ✨ no experience needed just bring a yoga mat, water, and an open heart. 🧾 all the details + RSVP: [https://lu.ma/raisingpotters](https://lu.ma/raisingpotters) [https://www.instagram.com/raisingpotters/](https://www.instagram.com/raisingpotters/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExcnkzaUl1VUhCYUFHRHFYTgEeAEstG9jffoRf-WnwWdkEuT9zTc84frh0xMCI9XRAJWdnML-qTCNtMaVFWyQ_aem_ffVNP0rpvXlxPJBjQ-9Nlg) if you'd like a sneak peek at what the practice might look like! if someone comes to mind who could use this space, feel free to forward this along 💛 see you there if it resonates !!

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026031214) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and Agent, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Speakers/Topics:** \- Eli Aleyner \(Docker\) 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.

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)

## **1 Million Cups Loudoun – March 11th Business Presentation** **Featuring Q Studio** **Wednesday \| 9:00 AM – 10:00 AM** **Venture X Loudoun** Join us for an engaging and forward-thinking presentation as we welcome **Q Studio** to the 1 Million Cups Loudoun stage. *** ## **About the Business** Q Studio operates on the belief that **peak mental performance** is a state of optimal functioning — where individuals intentionally control their thoughts, understand their emotions, and respond with clarity and wisdom to opportunities and challenges. Through science-backed **Mind Skills**, Q Studio helps individuals strengthen focus, resilience, emotional regulation, and performance. Their digital platform, the **MyQStudio app**, provides unlimited access to micro-learning courses, personalized assessments, practical techniques, habit-building tools, progress tracking, and a supportive member community — all designed to build sustainable mental excellence. Beyond individual development, Q Studio partners with organizations to help teams integrate Mind Skills into everyday work. With customizable tools, reporting, and expert guidance, companies gain insight into how developing Mind Skills as a core competency drives engagement and performance at every level. *** ## **Target Markets** Q Studio serves: * Organizations seeking workforce upskilling * HR and talent development leaders * Corporate teams focused on engagement and performance * Businesses looking to strengthen leadership and team resilience *** ## **Current Business Focus & Barrier** As Q Studio continues to expand, they are seeking feedback around: * Hiring strategic personnel * Expanding market reach * Scaling sustainably * Strengthening positioning in B2B markets Insight from leaders who have scaled teams, grown SaaS or app-based platforms, or expanded into new markets would be especially valuable. *** ## **Why Attend?** * Learn how mental performance directly impacts workforce success * Offer insight to a growing, innovation-driven company * Connect with business leaders focused on growth and development * Be part of a collaborative, solutions-oriented conversation **About 1 Million Cups** 1 Million Cups is a national program that brings entrepreneurs and communities together to learn, connect, and grow through presentations and discussion. Loudoun’s chapter meets on the 2nd and 4th Wednesdays each month. Join us for coffee, connection, and a powerful conversation about unlocking peak performance in individuals and organizations. We look forward to seeing you there.

Join Squad8 Volleyball for **indoor open play** in **Manassas** on **Sundays from 5:00–8:00 PM**. This run is best for **B/BB-level players** (intermediate to high-intermediate). We keep it **social and welcoming** competitive enough for good games, but not overly intense. Our focus is more on **community and having fun** than winning every point. 💲 **$15 per person. Pay before play** Zelle: 571-264-3095 Venmo: https://venmo.com/u/Squad-8-Fitness 👥 **Limited spots available:** please RSVP/confirm early. Questions? Contact **Andrew: (571) 480-2910 or Shirley (571) 264-3095**

**Agenda :** * 4.45 to 5.00 PM ET: Food and Networking * 5.00 to 5.50 PM ET: "Data Science & Machine Learning with Microsoft Fabric" Hello Everyone! Please join us for our March 12th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided. You will need a government-issued ID to enter the facility.** **Title:** Data Science & Machine Learning with Microsoft Fabric **Description:** Explore Microsoft Fabric’s integrated Data Science experience across ideation, preprocessing, modeling, & deployment. Learn how to ingest and prepare data via OneLake and Lakehouse, leverage Notebooks, Data Wrangler, Spark, SynapseML, MLflow for experimentation, & operationalize predictions with batch scoring and Power BI direct integration. Also, learn to build generative AI Q&A systems using Fabric Data Agents. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

Join us for another optional writing session! Feel free to bring a project you're already working on or start something new with us. If anything interesting comes up while you're writing, you can share it with the group, but no pressure!

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

Attendance at this class is free, and the classes are taught in person at Gaithersburg Library (18330 Montgomery Village Ave., Gaithersburg, MD 20879; https://mcpl.libnet.info/event/15977904). Drop-ins are welcome. This is an 8-week class in the Unified Mindfulness (UM) system that offers meditation techniques to reduce stress, improve clarity and concentration, and increase well-being. Each class introduces a UM technique, with guided meditations and Q&As. The class is well suited for both beginners and experienced meditators. Drop-ins are welcome. The instructor, Martin Spiering, PhD, is a UM-certified Level 2 Coach. He has practiced meditation for more than 10 years and worked as a researcher and educator for more than 15 years, including leading classes and seminars on meditation. UM is a secular mindfulness system developed by meditation teacher and research scientist Shinzen Young and is taught at many institutions. Learn more at [https://unifiedmindfulness.com.](https://unifiedmindfulness.com/) The class is usually taught while sitting in chairs, but you are welcome to bring your own cushion and mat. UM is a secular mindfulness system developed by meditation teacher and research scientist Shinzen Young and is taught at many institutions and corporations. Learn more at https://unifiedmindfulness.com.

**Agenda:** * 6-6:30 pm: Networking and food/drinks * 6:30-7:15 pm: Announcements and presentation * 7:15 pm-7:30 pm: Q&A and close-out **Hacking the Stack: Using OpenSearch Dashboards as an Application Framework** Most developers treat OpenSearch Dashboards (OSD) strictly as a visualization layer—a place for charts and graphs. They are missing the bigger picture. OSD is a powerful, untapped environment for full-stack application development. In this session, we peel back the architecture of **an enterprise-grade risk, compliance, and security platform built entirely *on top of* OSD**. We moved beyond simple plugins and pushed OSD to its limits to create a seamless, interactive application experience. Join us for a deep dive into the engineering reality of the OpenSearch stack, including: * **The Analysis:** Why the OpenSearch stack beat out the competition. * **The Build,** **Beyond Visualization:** How to implement custom React components to build complex workflows and interactive UIs within OSD. * **The Integrations:** Integrating Wazuh for agent management and ingesting data at scale. * **The “Gotchas”:** Honest, real-world lessons on data handling, state management, and what to look out for. **If you are ready to push your plugins from “reporting tools” to “robust software,” do not miss this session!**