Microsoft PowerApps

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.

**✌️ PRACTICAL PHILOSOPHY YOUTH EDITION** This is a special Youth Edition of Practical Philosophy, created specifically for young people aged 15–19. It’s a space where young people can explore big ideas, develop independent thinking, and practice expressing themselves in a respectful, open environment among their age group. **🏛️ 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/NpAjbj), 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: * 18:00-18:15 - People arrive and chat, get to know each other before the official start. * 18:15-18:25 - 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. * 18:25-19:45 - 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. * 19:45-20:00 - 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. * 20:00 - 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 Club is FREE to attend! We just ask that if we are meeting in a café, buy a beverage! Some chapters rent a space for us to meet, and they may ask for donations to help contribute to the cost of rent. Donations will always be 100% voluntary though! **💛 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. * **What age group is this for?** This youth edition of Practical Philosophy is designed for young people between 15–19 years old. Topics and discussions are adapted to the interests and experiences of this age group. * **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/NpAjbj)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/practical-philosophy-locations/) 🤝**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 Youth Whatsapp](https://tally.so/r/NpAjbj) 👈** **Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub/?hl=en) 👈** **Our [website](https://www.practicalphilosophy.club/) 👈**

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.

IMPORTANT: you must also register at this link: [Henry's Mississauga - Crafting Impactful Portraits with Raph Nogal Tickets, Thursday, Mar 12 from 1 pm to 3 pm | Eventbrite](https://www.eventbrite.ca/e/henrys-mississauga-crafting-impactful-portraits-with-raph-nogal-tickets-1983617992814?aff=oddtdtcreator) Join professional photographer, Raph Nogal, at Henry’s Mississauga for an inspiring and creative workshop sponsored by Sony and Profoto. It is free to attend. This session dives into shaping light with intention — from concept to execution — using Sony camera system & lenses, and Profoto lighting tools to create bold, dimensional portraits. Raph will break down his approach to building mood, directing subjects, and crafting images that feel both cinematic and commercially polished. Perfect for photographers looking to elevate their lighting, refine their creative process, and produce work that stands out. **Follow Raph on instagram (@raphnogal) and make sure to subscribe to his YouTube channel (@RaphNogalPhotography)** **About Raph:** Raph Nogal is a Polish-Canadian professional photographer based in Toronto (est. 2009). Known for his bold use of colour, hard light, and sculpted shadow, Raph specializes in commercial, editorial, and lifestyle photography. His work is defined by a creative off-camera lighting approach that blends cinematic mood with commercial precision. Raph is a Profoto Ambassador, Sony Pro, and active educator and speaker, regularly sharing his expertise on lighting, creative direction, and visual storytelling. Before transitioning fully into commercial work, he built a strong foundation as a wedding photographer. A 24-time recipient of the WPPI Honours of Excellence Awards, Raph is also a Fearless Photographers Award winner, Shutterfest Print Competition Award winner, and a PPOC award recipient, with images selected

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.

**Psychic Readings with Andy Li** Unlock powerful insights with Andy Li, a certified and experienced psychic reader. Combining classical psychotherapy, hypnotherapy, professional tarot readings, business/family constellations, and ancient rituals, Andy offers professional guidance and solutions tailored to your needs. **Services and Pricing:** - **30 min** – 75 cad Session inculdes advanced reading + personal family constellation + additional energy and homeopathy support during 2 weeks. Full session - *60 min* – 150 cad Session includes everything that is in brief session plus advanced imagerial therapy and homeopathy support of inner parts of the soul. Express Session online - is free. To get it you need to - briefly explain your request - send the drawing of you and your request and - get your express reading in text format. Special Promo: Free donation express readings is available in online format. **Available Online and Offline in Toronto.** **Weekly Offline Sessions:** Join us every Thursday at 8:30 PM at the Toronto Music Garden for an enlightening experience. Bring a seat for comfort as we'll be on the grass. **TAROT READINGS @ Music Garden** ### Discover Clarity and Insight **Experience Professional Readings:** - **Tarot Reading**: Gain valuable hints for your goals and situations. - **Scandinavian Runes Reading**: Tap into ancient Norse traditions for guidance. - **Family Constellations**: Resolve family issues and understand deeper dynamics. - **Business Constellations**: Unlock your professional potential and clarity. **Why Attend?** - **Personalized Guidance**: Receive tailored insights for any issue or question. - **Flexible Contributions**: Free participation with a video testimonial or a recommended donation of $10 CAD for 10 minutes of reading. **Event Details:** - 📅 **When:** Every Thursday, 8:30 PM - 📍 **Where:** Music Garden (detailed location provided upon registration) - **Online Readings Available**: Join from the comfort of your home. **How to Participate:** - **Pre-Registration Required**: Secure your spot by registering at least one day before the event. - **Easy Registration**: Send a message to WhatsApp to reserve your place at 437-606-6502. 🔗 [Register Now](https://wa.me/%2B380934788827) Don’t miss this chance to gain valuable insights and enhance your well-being. Reserve your spot today and embark on a journey of self-discovery and transformation! **Details & Testimonials:** [PsiTrends.com](http://www.psitrends.com) --- **About Andy Li** Certified Professional Psychic Reader: - **Hypnotherapist** - **Psychologist** - **Instructor of Family Constellations** - **Instructor of Business Constellations** - **Master Teacher of Runic Reiki, Tantra Reiki, and Kundalini Reiki** - **Magister and Grand-Magister of Egyptian Temple Magic and Greek Mysteries** - **President of the Academy of Temple Arts**

**Join Docker at the AI Camp meetup in Toronto!** --> Register directly at: https://www.aicamp.ai/event/eventdetails/W2026031214 **Agenda:** \* 5:30pm\~6:00pm: Checkin, Food/drink and networking \* 6:00pm\~7:00pm: Tech talks and Q&A \* 7:00pm\~7:30pm: Open discussion and Mixer **Tech Talk:** Building Secure AI Agent Ecosystems: The 3Cs Framework in Practice **Speaker:** Eli Aleyner (VP of Product Strategy & Alliances, Docker) **Abstract:** AI agents are moving from experiments to production, but security is an afterthought for most teams. In this talk, VP of Product Strategy & Alliances at Docker, Eli Aleyner shares the 3Cs Framework for AI Agent Security: a practical model for architecting trustworthy agentic systems across your organization. Drawing from real-world experience running OpenClaw and building Docker's AI partnership ecosystem, Eli breaks down how product leaders can integrate security into agent design, testing, and deployment without sacrificing velocity. Leave with a framework you can apply immediately. **Venue:** St. Paul Bloor, 227 E Bloor St, Toronto

**Location: Huron Park; 830 Paisley Blvd W, Mississauga** A special free session to move the body, challenge the mind, and reconnect with the breath and the heart. Program 1.⁠ ⁠Opening & Intention Setting A brief welcome and grounding moment to set the energy of the space and connect with the purpose of the practice. 2.⁠ ⁠Power Flow Yoga A dynamic and energizing flow designed to awaken the body, build strength, and activate focus through movement and breath. 3.⁠ ⁠Sweat & Sculpt Training A powerful sequence to strengthen and sculpt the body, combining endurance, balance, and controlled intensity. 4.⁠ ⁠Breathwork Reset Guided breathing techniques to slow the nervous system, release tension, and reconnect with inner calm. 5.⁠ ⁠Medicine Music & Sound Integration A closing moment of deep relaxation with medicine music and conscious sound to reconnect with the heart, the spirit, and the present moment. 6.⁠ ⁠Closing Reflection A short moment of gratitude and integration before returning to the day with renewed energy.

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)

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/Da9fZFxPfs **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.

🪞 My Inner Mirror – Inner Alchemy Workshop Through Art Therapy 🎨 Immerse yourself in a unique and transformative workshop, blending artistic creation, meditation, and inner exploration. This guided introspective space will allow you to manifest your inner reality through art, shifting perceptions and strengthening your connection with your subconscious. 🌟 Why Join? ✅ Visually express your inner world and uncover its hidden messages ✅ Deepen your connection with your subconscious through guided meditation ✅ Use art as a tool for transformation and self-analysis ✅ Learn interpretation techniques to better understand your creations No artistic skills required – this workshop is accessible to everyone! 🧘‍♂️ Workshop Flow: 1. Breathing Exercises – Mental and energetic preparation for meditation 2. Guided Meditation – Activating the subconscious and awakening intuition 3. Mirror Drawing Creation – Representing your inner reality through art 4. Interpretation & Examples – Understanding the symbols and messages within your artwork 5. Sharing & Q/A – A space for discussion and guidance 📌 Required Materials: 🔹 Paper: Blank sheets (A4 or A3 format, no grid lines) 🔹 Artistic tools: Pencils, brushes, markers, or any medium of your choice ⏳ Duration: 2 hours 💫 Guidance: This workshop is led by Ludovic, exploring inner alchemy through yoga and art therapy. 🪞 Let your true essence emerge, observe your inner reflection, and uncover the secrets your subconscious wishes to reveal. ✅ Reserve your spot now and embark on this transformative journey! **✨ Join Our Wellness Community** More on [https://www.yogasource.org](https://www.yogasource.org)

IMPORTANT: You must also register at this link [Henry's Church - Crafting Impactful Portraits with Raph Nogal Tickets, Friday, Mar 13 from 1 pm to 3 pm | Eventbrite](https://www.eventbrite.ca/e/henrys-church-crafting-impactful-portraits-with-raph-nogal-tickets-1983618316783?aff=oddtdtcreator) Join professional photographer, Raph Nogal, at Henry’s Church St. for an inspiring and creative workshop sponsored by Sony and Profoto. This workshop is free to attend. This session dives into shaping light with intention — from concept to execution — using Sony camera system & lenses, and Profoto lighting tools to create bold, dimensional portraits. Raph will break down his approach to building mood, directing subjects, and crafting images that feel both cinematic and commercially polished. Perfect for photographers looking to elevate their lighting, refine their creative process, and produce work that stands out. **Follow Raph on instagram (@raphnogal) and make sure to subscribe to his YouTube channel (@RaphNogalPhotography)** **About Raph:** Raph Nogal is a Polish-Canadian professional photographer based in Toronto (est. 2009). Known for his bold use of colour, hard light, and sculpted shadow, Raph specializes in commercial, editorial, and lifestyle photography. His work is defined by a creative off-camera lighting approach that blends cinematic mood with commercial precision. Raph is a Profoto Ambassador, Sony Pro, and active educator and speaker, regularly sharing his expertise on lighting, creative direction, and visual storytelling. Before transitioning fully into commercial work, he built a strong foundation as a wedding photographer. A 24-time recipient of the WPPI Honours of Excellence Awards, Raph is also a Fearless Photographers Award winner, Shutterfest Print Competition Award winner, and a PPOC award recipient, with images selected for both National and Regional Loan Collections across Canada.

Each week there is some recommended readings to be done before we meet. **Please see the attached schedule for this week's readings.** The Bible Timeline® study program takes you on a guided journey through salvation history. Presenter Jeff Cavins will show you how fourteen of the Bible’s narrative books tell the biblical story from beginning to end and will give you the keys to understanding the amazing story woven throughout Scripture. The Bible Timeline will teach you how to read and understand the entire Bible and introduce you to the wonderful narrative of Scripture in a way that will transform your life. The online material can be bought online through the link below (optional). However, each session we can share copies for you to have discussion questions in class and reading guideline for the next session. https://ascensionpress.com/products/the-bible-timeline-the-story-of-salvation-online-video-access

[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 an exclusive hands-on portrait photography workshop at **Sarosh Photography & Studios** where creativity meets professional guidance. This immersive studio session will give photographers the opportunity to learn lighting techniques, posing direction, composition, and creative storytelling while working with **International model Cordelia**. Participants will gain real-world experience capturing elegant portraits in a controlled studio environment, while also learning practical tips on working with professional models, styling, and creating portfolio-worthy images. This workshop is designed to help photographers refine their artistic vision, improve technical skills, and elevate their portrait photography through guided demonstrations and live shooting sessions.

**Regular Garden admission and memberships apply.** | Ages 5 & under | Free | | -------------- | ---- | | Age 6 - 17 | $5.00 | | Age 18 - 59 | $9.00 | | Age 60 and over | $5.00 | **We will meet at the visitor center.** **Bring Water, a tripod, comfortable shoes, fully charged batteries, and empty cards** **There is no specific route in this park. Folks are free to wander around the trails in the park at their own pace.** **Check out Rob Trek's video from May 16, 2021: [https://youtu.be/QwNR_TuxM4Y](https://youtu.be/QwNR_TuxM4Y)** **For lunch, after the field trip around 12:00 PM, we will head to The Virginian Restaurant, 169 Glyndon St SE, Vienna, VA 22180** Share only your very best, most interesting shots after the field trip, and keep it down to between 5 and 10 photos. Beauty, conservation, education, and discovery flourish throughout the year at this 95-acre complex of large ornamental display gardens and unique native plant collections. Walking trails, lakes, more than twenty varieties of cherry trees, irises, peonies, an extensive shade garden, native wildflowers, gazebos, birds, butterflies, seasonal blooms, and foliage create a sanctuary of beauty and nature. https://www.nvrpa.org/park/meadowlark_botanical_gardens/ By sending in an RSVP and joining this meetup event hosted by the Virginia Beltway Photography Meetup, I am also agreeing to the terms of the following release and waiver of liability, which shall be binding on my heirs, executors, administrators, successors, and assigns. In consideration of my (and my child’s) participation in the Virginia Beltway Photography Meetup, I do hereby release, discharge, and hold harmless the Organizer, its members, officers, directors, employees, and the leader(s) of this event from any and all liability by reason of any damage, loss, expenses, or injury arising from my (and my child’s) participation in this event, including that caused solely or in part by the fault of any and all of the above-named parties.

**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!!!!

**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!!!!

**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!**

***📝 Synopsis:*** “Just vibe code it.” That phrase has become the modern shortcut to writing scripts quickly with AI assistance. In theory, you describe the vibe, the AI writes the code, and everything magically works. In reality… it can be a bit more chaotic. 📘 ***Description:*** In this session, I’ll walk through a real-world task where I decided to fully embrace vibe coding to build a solution. Thirty hours, countless prompts, and a graveyard of failed scripts later, I finally had something that worked. Along the way I discovered some very real pitfalls that can turn a quick script into a marathon debugging session. We’ll explore where vibe coding shines, where it quietly betrays you, and the practical guardrails you should put in place before letting the vibes drive your next script. Expect lessons learned, a few scars from the experience, and strategies to help you avoid the same traps. 🚧💻 **About RTPSUG:** RTPSUG is a friendly cadre of PowerShell fans from different walks of life, all coming together to share our love for ideas and knowledge. Our meetups are open to everyone, whether you're a seasoned pro or just getting started with PowerShell. So, if PowerShell is your jam, come hang out with us and see how our group can level up your PowerShell journey. **Recording Notice:** Get ready to shine in the spotlight! We love capturing the magic of our meetings and sharing it with the world on our YouTube channel a few days later. By showing up, you're giving us the green light to use any recordings that might have your star appearance in them. We might even make you famous on YouTube and Reddit!

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 :)