Creating Amazon Cloud Applications

### **Build Your First Streaming AI Personal Assistant** **2-Hour Hands-On In-Person Workshop** #### **Details** * 📅 **Date:** Wednesday, May 27, 2026 * 🕕 **Time:** 06:00 PM – 08:00 PM * 📍 **Location:** B-213, Davis Campus OR Virtual * 🔒 **Sheridan College students only** * 🎟️ **Free \| Limited spots — RSVP now\! AWS Cloud Club swag included\! 🚀** Ready to build modern, real-time streaming generative AI applications on AWS? In this fast-paced, hands-on session you'll: * Spin up a **Next.js frontend interface** * Write Infrastructure as Code (IaC) using the **AWS CDK** * Deploy an **AWS Lambda Function URL** configured for live HTTP response streaming * Connect **Amazon Bedrock with Amazon Nova 2 Lite**—AWS's newest model, auto-enabled out of the box with zero form approval wait times! * Get a live, public HTTPS URL of your running AI Assistant Bring your laptop - we'll provide the starter GitHub repo at the start. See you there - let's build and deploy!

**Hello. I'm [Bruce Hunt](www.brucehunt.ca)** your **Confidence and Communication Coach** in downtown Toronto. I host a variety of inspiring and growth provoking experiences all designed to help you learn to express yourself more confidently and effectively. **All my events are aimed at helping you...** * Build speaking confidence. * Learn speaking skills. * Gain speaking experience. * Hear some inspiring stories and perspectives. * Meet friendly people. **What is Community Breakthrough Night?** This is an event for anyone who wants to learn and practice speaking skills with other friendly, supportive people. Anyone is welcome to participate and no experience is necessary, This experience is meant to have everyone participate but you're welcome to watch if that makes you feel more comfortable right now. Check out one of my other more intensive communication training experiences or my [1:1 Coaching Programs](https://brucehunt.ca/coaching) if you need intensive personalized help. **You** **would defend benefit from this event if...** * You're socially anxious and want to be coaxed out of your shell. * You experience speaking anxiety or fear and want some gentle, supportive exposure therapy * You are a confident speaker and want to practice and learn new skills with a dynamic and inspiring community. **Is there a fee to attend?** **Yes. A** **$25 drop in fee** is in effect or bring a friend and pay **$40** for the two of you. You can pay via e-transfer to bruce@brucehunt.ca. Just add a message in the transfer which event you're planning to attend. **What to expect?** 1. Bruce opens the event with a friendly welcome and warm up for everyone and introduces the speaking theme for the night. 2. You'll get some tips for how to build your 2 Minute Talk and be reminded of some skills you can practice. 3. Everyone gets 2 Minute Speaking opportunities until everyone has had at least one, but often two opportunities to speak. **Do you need to prepare anything?** No. There is a unique speaking theme for each event that is based on a personal growth theme of some kind. They are always easy to talk about and designed to get you sharing your unique perspectives and experience not give a prepared presentation. If you have any questions please feel free to ask! Cheers! Bruce

**🎟 This is a paid event. Tickets must be purchased on Luma. Get yours:** [luma.com/techto-summer-social-may-27-2026](https://luma.com/techto-summer-social-may-27-2026) TechTO is BACK with its annual Summer Social at Bobby Bermuda's Sunset Bar. 🌊 **The setup** 600 people. Tacos. Drinks. Sunshine on Toronto's waterfront. One of the most coveted outdoor venues in the city. Need we say more? 🤝 **The crowd** Founders, operators, investors, and builders from across Canada's tech scene - all in one place, all in a good mood. This is the event where real connections get made. 🌮 **What's included** Every ticket comes with food and one drink (alcoholic or non-alcoholic). Just show up and make it happen. 📍 Bobby Bermuda's Sunset Bar (formerly The Slip), 235 Queens Quay W, Toronto 📅 Wednesday, May 27, 2026 · 6:00 PM – 10:00 PM

Hear from Kathleen Chan (Founder and CEO at Calico), Jonah Midanik (Managing Partner at Forum Ventures) and Goodmans Partner, Danielle Levesque, as they share their experience of venture financing as a founder, investor, and lawyer to growing technology companies. This session is curated specifically for Seed+ founders and active venture investors looking to navigate their next funding round. The Agenda: 8:30 AM: Arrival & Networking 9:00 AM: Keynote Masterclass 10:00 AM: Refreshments & Networking The Perks Spend the morning with a founder, investor and lawyer who have extensive experience with venture financing. Network with a select group of growth-stage peers and institutional investors - high-level conversation without the noise is guaranteed! Enjoy refreshments provided by our hosts at Goodmans. Secure your seat to master your venture capital strategy. Agenda --- Hosted By Ankur Sethi, Director Ankur Sethi is a seasoned entrepreneur and venture capitalist with over 17 years of experience building and scaling consumer businesses across technology, finance, and healthcare. He has led ventures from inception to over $350 million in annual revenue and $2 billion in valuation, combining operational excellence with a deep understanding of evolving consumer behavior. Daria Tilikanova, Co-Director Daria Tilikanova is a business and startup coach who helps founders and service-based entrepreneurs build scalable businesses with clear strategy, strong positioning, and predictable revenue systems. Originally from Russia, she founded and sold two education companies before moving to Canada, where she shifted into full-time mentoring for early-stage and growing founders. Daria has worked with 200+ entrepreneurs across tech, education, wellness, and agency-based businesses, guiding them from first clients to stable growth and team building. Alongside her private practice, she is a Venture Fellow at Winner Capital, supporting startup evaluation and founder readiness for investment. Her coaching combines business structure, mindset work, and execution clarity - helping entrepreneurs grow without burnout or chaos. Lydia Emanuel, I run a consultancy that focuses on Talent Strategy and Operations for fast-moving companies. Instead of just hiring people, I build the systems that help businesses scale without the chaos. I also lead Events and Sponsorships for Startup Grind Toronto, connecting the best brands to our local tech community. Diana Subbotkina, I help grow the Toronto startup ecosystem through Startup Grind Toronto, connecting founders, investors, and operators through curated events, partnerships, and community initiatives. My work focuses on bringing the right people into the room and creating opportunities for meaningful connections and growth. Shabs Badsha, Sukanta Goswami, Inquisitive entrepreneur connecting and collaborating with earlystage ventures by investing time and energy in bringing new ideas and concepts to the market. --- Global Partner Carta (http://www.carta.com/launch?utm_campaign=20240423-nam-general-smb-startup_grind_partnership&utm_medium=social&utm_source=startup_grind) Carta helps people manage equity, build businesses, and invest in the companies of tomorrow. Carta Launch is the only free cap table product, helping new founders get started. The company is trusted by more than 40,000 companies, over 7,000 funds and SPVs, and over two million equity holders to manage cap tables, compensation, valuations, liquidity, and more. For more information, visit carta.com. Strategic Goodmans LLP (https://Www.goodmans.cq) Canadian Corporate Law Firm Partner Winner Capital (https://winner.capital) Winner Capital is an early stage to growth stage syndicate fund investing across North America --- Startup Grind is a global startup community designed to educate, inspire, and connect entrepreneurs. We host monthly events in more than 600 cities and 125+ countries featuring successful local founders, innovators, educators and investors who share personal stories and lessons learned on the road to building great companies. Our monthly fireside chat interviews, startup mixers and annual conferences provide ample opportunities to connect with amazing startups and the people behind them, tap into a strong support network, form meaningful connections and gain inspiration for the startup journey ahead. For more information visit StartupGrind.com or follow us on twitter @StartupGrind. --- Complete your event RSVP here: https://www.startupgrind.com/events/details/startup-grind-toronto-presents-breakfast-masterclass-goodmans-llp-venture-financing-and-term-sheets/.

Hi everyone! We're doing the usual Wednesday afternoon sketch hangout for artists and creatives at Chefs Hall. Please bring your own art supplies (mainly dry medium or a small watercolour set). Digital drawing tablets are welcome too! You can bring almost anything that doesn't require too much space to setup and is easy to pack up. Nothing too smelly or toxic obviously. **Since it's in a food court, we can not guarantee the safety of your belongings.** Feel free to grab a drink or snack 😋 Location 111 Richmond St W, Toronto, ON M5H 2G A sort walk from Osgoode subway station. head south on University till you reach Richmond St and head east along Richmond St. you should see Chefs Hall on the south side of Richmond ***We will be meeting in Chefs Hall next to the bubble tea stand and bar at the long tables **First time meeting us and still not sure about the vibe**? Check out photos from**[ past in-person events of 202](https://www.meetup.com/artsrecto/photos/34212927/)** Looking forward to meeting you all ============== **Support This Group 🥰** We hope you're enjoying the Arts & Rec events! If you'd like to give support, please consider making a small Ko-fi donation of $5-10 USD a[t https://www.ko-fi.com/artsnrectoron](https://www.ko-fi.com/artsnrectoronto.)to This helps cover meetup and miscellaneous expenses with hosting events! For more inquiries, please PM me for more inf Thank you all so muc

It's a private session. Not a group event. Some sessions and diagnostics are done in chat text format, no live call is required needed. Advanced sessions are done with the help of personal video call. **Business Consulting with Andy Li** Unlock powerful business insights with Andy Li. With 20 years of experience and multiple certifications, Andy offers professional guidance to elevate your business success and personal growth. ### Get Clarity and Solutions **Services:** - **Business Constellations:** Unlock your professional potential. - **Family Constellations:** Resolve issues affecting business dynamics. - **Psychotherapy & Hypnotherapy:** Overcome personal blocks impacting performance. **Benefits:** - **Enhanced Decision-Making:** Clear, actionable insights. - **Conflict Resolution:** Address internal and external conflicts. - **Strategic Planning:** Develop effective strategies. - **Improved Leadership:** Boost your leadership skills. - **Increased Productivity:** Overcome barriers to productivity. - **Achieve Goals:** Gain guidance on money, business, and personal desires. **Why Attend?** - **Tailored Insights:** Customized guidance for any business or personal issue. **Personal Sessions:** - Available to book at your best time online or held at the Music Garden. **Pricing:** - Free express consultations ONLINE are available. - Offline sessions starting from $25 CAD / 15 min. **How to Participate:** - **Pre-Registration Required:** Register at least one day before the event. - **Easy Registration:** Message WhatsApp at 437-606-6502. 🔗 [Register Now](https://wa.me/%2B14376066502) Don’t miss out on valuable insights to enhance your business success and achieve your goals. Reserve your spot today! **Certifications:** - Certified Hypnotherapist - Licensed Psychologist - Family Constellations Instructor - Business Constellations Expert - Master Teacher of Runic Reiki, Tantra Reiki, Kundalini Reiki - Magister of Egyptian Temple Magic and Greek Mysteries - President of Academy of Temple Arts **Details & Testimonials:** [PsiTrends.com](http://www.psitrends.com)

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

Can your agents scale without bankrupting your API quota or your compute budget? Join this session to explore a production-ready architecture that uses the LLM Council pattern, Google’s Agent Development Kit (ADK) for Java and Spring AI, all deployed on Cloud Run. And discover how replacing probabilistic reason-and-act (ReAct) loops with LLM Council enable goal-oriented action planning (GOAP) creates agents that are not only smarter but also significantly lighter and faster – making them the perfect workload for serverless execution. **About the venue** Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk. **Speaker Bio** Dan Dobrin is an App Architect in Google Cloud, helping customer teams adopt modern AI technologies, cloud-native patterns, practices and technologies in GCP. Dan focuses on building GenAI applications, adopting AI coding assistance tooling with Gemini, Native Java Images, Spring AI, event-driven architectures, production-readiness and performance optimization. Prior to joining Google Cloud, he has built highly scalable, low-latency, frameworks for technology, security and financial services organizations.

🚨📢 **Please register using this link:** 👉 https://usergroups.snowflake.com/e/mwgfby/ **Bring your laptop fully charged. No prior CoCo experience needed.** Join the Snowflake Toronto User Group for **CoCo Labs** — a hands-on evening dedicated to **Cortex Code (CoCo)**, Snowflake's AI coding agent that takes data teams from natural language to production-ready code. ​You'll get a live demo from Snowflake SMEs, guided hands-on lab time, and the chance to build real things: fix a data pipeline and create your first Cortex Agent — all through conversation with CoCo. Wrap up the night by showcasing what you built (only for the brave!), then stick around for networking and happy hour. A light meal and refreshments will be served. **Agenda 🗓️** ​5:00 – 5:15pm - Arrival and check-in ​5:15 – 5:30pm - Welcome + Cortex Code Overview ​5:30 – 5:45pm - Account sign-up and set up of Cortex Code ​5:45 – 6:30pm - Cortex Code Workshop * ​Diagnose a stale pipeline, fix it, and onboard new sources * ​Build your first agent: enable business users to ask natural language questions on our data ​6:30 – 7:00pm - Explore Cortex Code on your own ​7:00 - 7:20pm - Brave Soul Showcase ​7:20 - 8:00pm - Networking & Happy Hour

**DevOps Toronto is officially back, and we’re kicking off 2026 with an in-person meetup!** After a pause, we’re excited to bring the community together again for an evening of learning, connection, and great conversations 🤝 This is a great chance to reconnect and meet fellow DevOps, cloud, and platform engineering professionals in Toronto. **What to expect:** 🎤 **2 technical sessions** 1. Crawl, Walk, Scale: Building Maturity into your internal development platform by Jeferson pereira 2. Bring Your Own AI: Running LLM Models in Your Lab by Alexander Kharkevich 🤝 **Dedicated networking time** with the community 💡 Real-world insights, hands-on learnings, and meaningful discussions **📅 Event Details:** 📅 **Date:** 28th May 2026 ⏰ **Time:** 5:00 to 7:30 PM EST 📍 **Venue: 7th Floor, AWS Office,** **18 York St, Toronto, ON M5J 0B2, Canada** **🎤 Interested in speaking?** We’re actively looking for speakers to take the stage and share their experiences with the community. 👉 **Submit your talk here:** [https://sessionize.com/devops-toronto-2026/](https://sessionize.com/devops-toronto-2026/) ✨ Let’s bring the DevOps Toronto community back stronger than ever. 🔒 **Note:** This is a **community-driven event**. We respect your privacy and **will never share attendee information for any monetary or promotional purposes**.

**Build Your Own Home Lab: Take Control of Your Digital Life! 🏠💻** Ever wondered how to run your own “mini data center” at home? Join us for a hands-on and fun session where we’ll explore the basics of building a general-purpose home lab—from choosing the right hardware to running powerful self-hosted services right from your own home. 💡 Why self-host? \- Take full control of your data 🔐 \- Reduce \(or eliminate\!\) monthly subscriptions 💸 \- Improve your data access\, reliability and redundancy ⚡ \- Learn awesome real\-world tech skills We’ll cover: 🖥️ Hardware basics — what you actually need (and what you don’t) 🧠 Software stack — how to bring everything together And we’ll demo some cool services you can run yourself: 📦 NAS — your own private cloud storage 🏡 Home Assistant — automate your home like a pro 🎥 Frigate DVR — smart AI-powered security cameras 🎬 Plex Media Server — your personal Netflix 🎧 Audiobookshelf — manage your audiobook library 🌐 NGINX Proxy Manager — clean, simple access to your services 🛡️ OPNsense — build your own powerful router/firewall 📁 Filebrowser — your own Google Drive alternative 🖥️ Ollama - your own private ChatGPT Whether you’re just curious or already tinkering, this session will give you the tools and inspiration to start building your own home lab. 👉 Warning: Side effects may include excessive tinkering, upgrading hardware, and never trusting cloud subscriptions the same way again **Speaker: Edgar Canola** Electrical Engineer and Electronics Technician working in the power generation field, driven by a lifelong passion for technology. I enjoy tinkering with computers and hardware, repairing and restoring vintage electronics, game consoles, exploring retro computing and retro gaming, audio gear, music, and 3D printing. **Schedule:** 6:00 - 6:30 - Meet 'n Greet with Pizza and Pop 6:30 - 6:45 - Introduction and Welcome 6:45 - 7:45 - Main Presentation 7:45 - 8:00 - Closing 8:00 - ? - (Optional - whoever would like to join) Continue our conversations at Bar 6ix, 201 City Centre Drive (3 minute walk) **Where to Find Us** Room 204 in the Hazel McCallion Central Library. 2nd Level. **Parking** There is a parking garage under the library. Parking is free from 6PM on.

[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/

***Free RSVP required on Luma (link below):*** https://luma.com/ecomTO2605?utm_source=meetup \-\-\- ​Join us for a special **Toronto Tech Week × Ecom Network** evening bringing together **founders, operators, and those interested in the intersection of tech and commerce.** This high-energy networking social is designed for people building, scaling, or enabling modern ecommerce businesses: **from software and platforms to brands and marketplaces**.✨ ​ [Follow us on Instagram @Ecomnetworking](https://instagram.com/ecomnetworking) Connect with ecommerce founders, SaaS builders, product leaders, growth operators, and tech entrepreneurs over great drinks and real conversations. Whether you’re building a product, scaling a brand, or powering commerce behind the scenes, this is a chance to meet others doing genuinely interesting work across Toronto’s tech and ecommerce ecosystem. 🥂💬 **​​Who is this event for?** This event is suitable for all online sellers - whether you run a Direct-to-Consumer (DTC) brand on Shopify, sell on Amazon (FBA), Etsy, eBay, Walmart, or manage a store on social media platforms like Instagram, Facebook, or TikTok.​ — **Event Highlights** **✨ Network in a Vibrant Setting** We’ve secured a dedicated section at at the venue just for our group. Enjoy meaningful conversations and great vibes while connecting with fellow entrepreneurs. We kindly ask that you support the venue by purchasing at least one drink or food item. **Share Your Story** Building a brand, product, or project? Looking for partners, feedback, or fresh ideas? This is your chance to introduce yourself and spark valuable connections in the ecommerce community. **Learn and Grow** Exchange insights on scaling, marketing, operations, and sales with fellow ecommerce founders. Many past attendees have walked away with partnerships, new clients, and fresh ideas - one conversation could be the start of something big. — **Dress code: Smart/Business casual** — ***About Toronto Tech Week*** *Toronto Tech Week is a citywide celebration of the people building what’s next. From May 25–29, 2026, founders, investors, and builders come together for hundreds of community-led events across Toronto, connecting tens of thousands of people around Canadian tech. https://www.torontotechweek.com/* — Have questions or suggestions? ​Feel free to reach out to the organizers! ​We can’t wait to see you (again)! — *Notice of Photography* *​During the event, photos and videos may be taken for promotional purposes. By attending, you consent to being photographed and/or filmed. If you prefer not to appear in any media, please let one of the event organizers know.*

你有没有试过，让 AI 帮你解释 ETF、看一只股票、算退休，或者判断该不该提前还房贷？ 它说得很快。 也很像那么回事。 但理财最难的，常常不是看懂一个产品。 而是看清自己的约束：收入、家庭、税务、房贷、风险承受力，还有你晚上能不能睡得着。 这一场，我们继续用「AI 双面圆桌派」的方式，聊 AI + 理财。 我们会聊几个普通人真的会遇到的问题： * AI 能帮我们省下哪些查资料、做比较、读文件的时间？ * 为什么同样收入、同样资产的两个家庭，答案可能完全不同？ * AI 给出的投资观点，普通人可以怎么验证，而不是直接相信？ * 金融平台越来越智能之后，效率、推荐和用户保护之间怎么平衡？ * 当金融骗局从群发话术变成个性化关系，我们该如何提高警觉？ 这不是一场投资课。 也不会给个股推荐。 我们更想聊的是： AI 可以帮我们更快看懂信息，但它不能替我们承担后果。 ***嘉宾介绍*** **Melinda Hu, CFP** 加拿大 CFP 注册财务规划师，拥有 20 年中加税务与财富规划经验，专注小企业与家庭的税务及退休规划。她长期关注 AI 对财务规划行业的影响，也关注在技术快速变化的时代，人们如何重新理解财富、风险与安全感。 **Alex Luo** 资深 IT 软件架构师，15 年深耕云技术、AI 人工智能与科技金融行业。金融创业 5 年，致力于中产阶级财商教育和理财服务，关注 AI 在金融行业的应用和发展。 ***About Startup4Chinese*** Started in August 2017, Startup4Chinese's mission is to INSPIRE, EMPOWER, and CONNECT entrepreneurial minds not only among Chinese but beyond. We want to inspire your passionate entrepreneurship spirit, empower your brilliant startup idea, and connect you with your future reliable partner. We value Openness. We provide Pragmatic topics. We want to help you succeed! ***关于OneHub*** OneHub商业咨询是一家领先的加拿大咨询公司，提供商业咨询和顾问服务，帮助中小企业增长和成功。该公司以其战略咨询方面的专业知识而闻名，包括商业计划、市场研究、财务建模和数字化转型。创始人Eddie Lee有30多年企业实务经验，他注意到创业者常常面临相同的问题。OneHub团队，就是要为为初创企业或中小型企业遇到的问题提供全面解决方案。 ***About OneHub*** OneHub Business Consulting is a leading Canadian consulting company that provides business consulting and advisory services to help small and medium-sized enterprises grow and succeed. The company is known for its expertise in strategic consulting, including business planning, market research, financial modeling, and digital transformation. Founder Eddie Lee has over 30 years of practical experience in the corporate world and noticed that entrepreneurs often face similar problems. The OneHub team aims to provide comprehensive solutions for the issues encountered by startups or small to medium-sized businesses.

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

REGISTER HERE: [SIGN UP TODAY](https://link.elitereimm.com/widget/form/mUCJcb9LFDGoPqRg82jP?am_id=debbie4540) Should a real estate investor get a real estate license? Sometimes it’s a massive advantage… and sometimes it can complicate your business if you don’t know what you’re walking into. In this training, we’ll cut through the “agents vs investors” drama and focus on one thing: **what makes you more money and gives you more leverage**. You’ll learn: * **When being licensed helps investors win** (better access, better data, better terms, better deal flow) * How investors use a license to **create extra profit centers** (commissions, referrals, listings, buyer rep, property management pathways) * The truth about **MLS access, pocket listings, and being first to the good deals** * How licensing impacts **wholesaling, double-closing, assignments, and disclosures** * What brokerages don’t tell you: **fees, splits, compliance, and time requirements** * When it’s smarter to **partner with an agent** instead of becoming one * A simple decision framework: **licensed vs partnered vs hybrid model** You’ll walk out knowing whether licensing fits your goals—and if it does, the cleanest path to do it without slowing down your investing. REGISTER HERE: [SIGN UP TODAY](https://link.elitereimm.com/widget/form/mUCJcb9LFDGoPqRg82jP?am_id=debbie4540)

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm