Scaling Agile

你有没有试过，让 AI 替你读一本书？ 十秒钟，梗概有了。 一分钟，重点也有了。 再问几句，它还会解释、比较、反驳。 很方便。也有一点可疑。 一本书，只看 AI 总结，算读过吗？ 工具书也许可以。 小说呢？传记呢？ 那些在某一页突然停住的时刻呢？ AI 能说出《悉达多》讲了什么。 哪一句会在你心里留下来，只有你知道。 **第一期「AI双面圆桌派」，我们聊：** **当 AI 可以总结、解释、陪读、反驳一本书时，人还为什么读书？** 我们该读得更多，还是读得更慢？ 我们和三位嘉宾一起，聊几个问题： * AI 眼里的重点，是我的重点吗？ * 读得快，会不会只是更快地产生“我懂了”的错觉？ * 哪些书可以交给 AI 先读？ * 哪些书，还是要自己慢慢读？ * 故事、共鸣、经验，算不算知识？ 两个小环节： * AI 帮我省下一小时。 * 我用 AI 搞砸的一件事。 带着问题来就好。 不用先有答案。 ***嘉宾介绍*** Anna，深耕北美市场营销与中国科技，互联网产品出海，腾讯，IDG投资的企业级AI软件小鹅通elink加拿大负责人，专注企业增长与数字化转型。 * 主导多个品牌北美市场进入与增长项目，实现从0到规模化增长 * 推动小鹅通eLink在加拿大落地，赋能企业私域与数字化转型 * 深度连接中美加商业资源，搭建跨境合作与行业生态网络 Swan, 加拿大注册会计师（CPA），7年审计经验，横跨财务审计与运营审计。曾先后任职于加拿大知名会计师事务所、五大银行，及政府审计部门。拥有横跨三类组织的审计实务经历，擅长从财报中梳理逻辑、发现问题，并快速理解运营流程、防范风险。作为误闯创业群的一名风险“守门员”，习追问，习惯质疑，抽丝剥茧，追本溯源。也是夹缝中生存的打工人，探索如何用AI杠杆减轻负担、加速成长。 张英锋，QHOW Technology 创始人，科技教育与知识传播实践者，长期关注 AI 时代的学习方式与认知模型重构。曾获知乎“2014 年度新知答主”，在科学、数学、教育、历史等领域创作 160 多篇回答和文章，累计阅读超过 3700 万，拥有 26 万关注者。在本场圆桌中，他将从一个略带“反方”的角度讨论 AI 阅读：AI 总结带来的，究竟是真正的知识，还是一种“我已经懂了”的幻觉？他关注的问题是，当 AI 可以快速提炼一本书时，人如何避免停留在叙事共鸣中，而是真正把阅读转化为理解、输出与解决问题的能力。 ***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.

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

Archetypal Coaching — Activate Your Goals with Ancient Wisdom Ready to energize your goals and gain clear direction? In this weekly meetup, we work with powerful archetypes from ancient traditions to align your intention, sharpen your strategy, and ignite real momentum. 4 Sessions Per Month Tap into the power of 4 ancient traditions: • Egyptian — Strategic clarity & long-range vision • Scandinavian — Decisiveness & breakthrough energy • Greek — Harmony, inspiration & personal charisma • Sephirotic (Kabbalistic) — Deep integration & energetic anchoring. Each 90-Min Session Includes: • Group energy alignment (20 min) • Personal goal setting in the energy of the week’s tradition (20 min) • Group activation & anchoring (20 min) • Personal alanyses, archetypal insights & support circle (30 min). What You’ll Gain: ✓ Mental clarity & motivation ✓ Energetic support for your path ✓ Clear, inspired next steps ✓ A deeper connection to purpose. When: Every Sunday afternoon 4-6pm Fee: $50 CAD per session (Limited spots available) Facilitator: Andrey Litvinov — Business Coach, Psychotherapist, Grand Master of Reiki Yggdrasil To Reserve Your Spot: Pre-registration required via WhatsApp or Telegram Message: t.me/AndyTherapist WhatsApp: +1 437 606 6502

**Volleyball Foundations 2 — Build Precision & Play with Purpose (15+)** Ready to take your game from control to precision? Volleyball Foundations 2 is designed for players who have a solid grasp of the basics and are ready to build consistency, improve movement, and make more intentional plays on the court. In this next-level beginner clinic, you’ll refine and elevate your core skills through more dynamic, game-like training: • **Passing:** Improve footwork and control with movement-based passing • **Setting:** Develop accuracy with targeted sets toward the antenna • **Serving:** Learn to serve with purpose by aiming for specific zones You’ll also be introduced to more advanced movement patterns and transitions. Drills will challenge you to move efficiently between positions—shifting from defense to offense and back—while maintaining control and consistency. Sessions combine high-energy, skill-focused drills with structured scrimmage play, giving you the opportunity to apply these skills in real-time with greater precision and decision-making. *** **Who This Clinic Is For:** • Players who have completed Volleyball Foundations 1 or have a basic understanding of passing, setting, and serving • Players looking to improve accuracy, movement, and overall court awareness • Athletes ready to transition from learning skills to applying them more effectively in gameplay *** **Location:** Miles Nadal JCC — 750 Spadina Ave. (enter through Spadina doors) **Format:** Group instruction led by an experienced, supportive coach **Registration Required in Advance** RSVP’ing on Meetup does not reserve your spot. [Register here](https://app.amilia.com/store/en/miles-nadal-jcc/api/Activity/Detail?activityId=xao585V) ☎️ Or call 416-924-6211 ext. 0 *** **Why Join?** • Build consistency and precision in your core skills • Improve movement, positioning, and court transitions • Develop confidence making intentional plays during rallies Take the next step in your volleyball journey and start playing with more purpose, control, and confidence on the court.

Hello everyone, Please join us for an inspiring, interactive and insightful afternoon as we continue to move closer to living the life we wish to live using the amazing and miraculous **Law of Attraction.** We're going to have a lot of fun too! \*Joined by my other personal growth and social groups too; so we can anticipate a terrific turn out, with wonderful like minded people **Date:** Sunday, May 10th, 2026 **Arrival Time:** Arrive between 4:00 pm and 4:30 pm **Where to Meet us?** **Location: La Carnita - Good Fortune Bar (Main Floor)** **Address:** 130 Eglinton Ave. Toronto, ON M4P 2X9 **Free Parking:** on Eglinton and Residential area **Yonge and Eglinton Subway:** (Very close, 3 minute walking distance) Event Details below: Sincerely, Steve Flemming (Organizer/Host) \-\-\- Event Details: **LAW OF ATTRACTION: (Live a Life with Greater Peace, Joy and Purpose)** -Take your life to the next level with increased clarity, joy, fulfillment, abundance and peace -Deepen your understanding on how to apply the **Law of Attraction** so it works in all areas of your life (Personal, Professional, Social & Romantic) -Develop your confidence and sense of self so you are more open to receive what the universe wants to give you -Tap into your inner source of passions, talents and creativity that will guide you to a life beyond your wildest imagination *(And then ask the Universe for even more!)* \*Interactive, inspiring and insightful afternoon designed to help you live the life you truly desire and truly deserve to live (with greater flow, energy, ease and purpose) \*This event will be effectively facilitated with powerful insights, useful tools, practical exercises and group participation \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Our Instructor/Facilitator:*** **Steve Flemming** is the founder of **Soul City Social Club since 2006.** He produces monthly events on subjects involving personal/spiritual growth, modern dating and healthy relationships while incorporating the **Law of Attraction and other useful tools.** Each event is designed to help you experience greater joy, inner peace, confidence, fulfillment, love, meaning and aliveness in our lives. Steve is a professional group Facilitator and Inspirational Speaker. Steve has an ongoing passion to help shift people's lives and consciousness for the better in areas that matter most to you. https://www.meetup.com/SoulCity/ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **When to arrive: (Ask for Steve when you arrive-or head to back area)** -Please arrive between 4:00 pm and 4:30 pm (to get registered and settled in) -The formal part of the afternoon will start shortly after 4:30 p.m. and go until roughly 6:30 p.m. -Stick around after for more mingling and our dinner party (optional) \*no extra charge for attending the dinner party event \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Fee:** 10 dollars upon arrival (HST included) (Cash only when you arrive or in advance by e transfer to- steveflemming11@gmail.com \-\-\-\- \*Lunch/Dinner & Beverage Menu available too \*Includes reserved seating for the group \*At least one Beverage and/or appetizer minimum to support the staff and venue \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Parking Available:** \*Plenty of free street parking on Eglinton and (Residential area south/east of venue for free) **Close to Subway Station:** \*Also very close to the the Yonge/Eglinton subway station \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Struggling with motivation and focus as you hammer away on your manuscript at home? Want to join a community of writers as we embrace the joys and pains (mostly pains) of writing together? Bring your laptop, pen & paper, old-school typewriter, or futuristic writing gadget, and join an enthusiastic community of science fiction and fantasy writers as we work on our current projects in the same space. The format will be similar to our online writing sprints: 30-minute blocks of focused, quiet writing time (the sprints), interspersed with breaks where we can chat, ask questions, and share our writing experiences.

Hello everyone, Please join us for an inspiring, interactive and insightful afternoon as we continue to move closer to living the life we wish to live using the amazing and miraculous **Law of Attraction.** We're going to have a lot of fun too! \*Joined by my other personal growth and social groups too; so we can anticipate a terrific turn out, with wonderful like minded people **Date:** Sunday, May 10th, 2026 **Arrival Time:** Arrive between 4:00 pm and 4:30 pm **Where to Meet us?** **Location: La Carnita - Good Fortune Bar (Main Floor)** **Address:** 130 Eglinton Ave. Toronto, ON M4P 2X9 **Free Parking:** on Eglinton and Residential area **Yonge and Eglinton Subway:** (Very close, 3 minute walking distance) Event Details below: Sincerely, Steve Flemming (Organizer/Host) \-\-\- Event Details: **LAW OF ATTRACTION: (Live a Life with Greater Peace, Joy and Abundance)** -Take your life to the next level with increased clarity, joy, fulfillment, abundance and peace -Deepen your understanding on how to apply the **Law of Attraction** so it works in all areas of your life (Personal, Professional, Social & Romantic) -Develop your confidence and sense of self so you are more open to receive what the universe wants to give you -Tap into your inner source of passions, talents and creativity that will guide you to a life beyond your wildest imagination *(And then ask the Universe for even more!)* \*Interactive, inspiring and insightful afternoon designed to help you live the life you truly desire and truly deserve to live (with greater flow, energy, ease and purpose) \*This event will be effectively facilitated with powerful insights, useful tools, practical exercises and group participation \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Our Instructor/Facilitator:*** **Steve Flemming** is the founder of **Soul City Social Club since 2006.** He produces monthly events on subjects involving personal/spiritual growth, modern dating and healthy relationships while incorporating the **Law of Attraction and other useful tools.** Each event is designed to help you experience greater joy, inner peace, confidence, fulfillment, love, meaning and aliveness in our lives. Steve is a professional group Facilitator and Inspirational Speaker. Steve has an ongoing passion to help shift people's lives and consciousness for the better in areas that matter most to you. https://www.meetup.com/SoulCity/ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **When to arrive: (Ask for Steve when you arrive-or head to back area)** -Please arrive between 4:00 pm and 4:30 pm (to get registered and settled in) -The formal part of the afternoon will start shortly after 4:30 p.m. and go until roughly 6:30 p.m. -Stick around after for more mingling and our dinner party (optional) \*no extra charge for attending the dinner party event \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Fee:** 10 dollars upon arrival (HST included) (Cash only when you arrive or in advance by e transfer to- steveflemming11@gmail.com \-\-\-\- \*Lunch/Dinner & Beverage Menu available too \*Includes reserved seating for the group \*At least one Beverage and/or appetizer minimum to support the staff and venue \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Parking Available:** \*Plenty of free street parking on Eglinton and (Residential area south/east of venue for free) **Close to Subway Station:** \*Also very close to the the Yonge/Eglinton subway station \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Hello everyone, Please join us for an inspiring, interactive and insightful afternoon as we continue to move closer to living the life we wish to live using the amazing and miraculous **Law of Attraction.** We're going to have a lot of fun too! \*Joined by my other personal growth and social groups too; so we can anticipate a terrific turn out, with wonderful like minded people **Date:** Sunday, May 10th, 2026 **Arrival Time:** Arrive between 4:00 pm and 4:30 pm **Where to Meet us?** **Location: La Carnita - Good Fortune Bar (Main Floor)** **Address:** 130 Eglinton Ave. Toronto, ON M4P 2X9 **Free Parking:** on Eglinton and Residential area **Yonge and Eglinton Subway:** (Very close, 3 minute walking distance) Event Details below: Sincerely, Steve Flemming (Organizer/Host) \-\-\- Event Details: **LAW OF ATTRACTION: (Live a Life with Greater Peace, Joy and Purpose)** -Take your life to the next level with increased clarity, joy, fulfillment, abundance and peace -Deepen your understanding on how to apply the **Law of Attraction** so it works in all areas of your life (Personal, Professional, Social & Romantic) -Develop your confidence and sense of self so you are more open to receive what the universe wants to give you -Tap into your inner source of passions, talents and creativity that will guide you to a life beyond your wildest imagination *(And then ask the Universe for even more!)* \*Interactive, inspiring and insightful afternoon designed to help you live the life you truly desire and truly deserve to live (with greater flow, energy, ease and purpose) \*This event will be effectively facilitated with powerful insights, useful tools, practical exercises and group participation \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Our Instructor/Facilitator:*** **Steve Flemming** is the founder of **Soul City Social Club since 2006.** He produces monthly events on subjects involving personal/spiritual growth, modern dating and healthy relationships while incorporating the **Law of Attraction and other useful tools.** Each event is designed to help you experience greater joy, inner peace, confidence, fulfillment, love, meaning and aliveness in our lives. Steve is a professional group Facilitator and Inspirational Speaker. Steve has an ongoing passion to help shift people's lives and consciousness for the better in areas that matter most to you. https://www.meetup.com/SoulCity/ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **When to arrive: (Ask for Steve when you arrive-or head to back area)** -Please arrive between 4:00 pm and 4:30 pm (to get registered and settled in) -The formal part of the afternoon will start shortly after 4:30 p.m. and go until roughly 6:30 p.m. -Stick around after for more mingling and our dinner party (optional) \*no extra charge for attending the dinner party event \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Fee:** 10 dollars upon arrival (HST included) (Cash only when you arrive or in advance by e transfer to- steveflemming11@gmail.com \-\-\-\- \*Lunch/Dinner & Beverage Menu available too \*Includes reserved seating for the group \*At least one Beverage and/or appetizer minimum to support the staff and venue \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Parking Available:** \*Plenty of free street parking on Eglinton and (Residential area south/east of venue for free) **Close to Subway Station:** \*Also very close to the the Yonge/Eglinton subway station \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

🎨🏙️ **GRADEX 111 – OCAD UNIVERSITY ART EXHIBITION & SOCIA**L 🏙️🎨 Emerging Artists, Creative Energy & A Cultural Hangout If you want to feel inspired, this is the kind of event that does it. Join us for GradEx 111 at OCAD University — Toronto’s largest free art and design exhibition, featuring work from over 800 graduating artists and designers. This is a chance to step into the next wave of creativity — exploring everything from painting and photography to design, installation, and experimental work, all in one space. It’s vibrant, it’s varied, and there’s always something that catches you off guard in the best way. This is not a formal tour. It’s a social outing — come explore, react, and experience it together. 👉 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) *** 🚶‍♂️ **What We’ll Do** We’ll meet outside and head into the exhibition together, spending about 1.5–2 hours exploring the different displays across the building. You’ll have time to move at your own pace, take it all in, and check out the wide range of disciplines on display. **There’s also:** 🎓 Student work available for purchase 🏅 A special medal-winning exhibition in the Great Hall 🛋️ An alumni lounge space Afterward, we’ll head out to find a nearby spot for drinks or food and keep the conversation going. You’re welcome to join or head out whenever you like. *** 🎨 Vibe & Expectations This is a relaxed, low-pressure event — no art expertise needed. Just: ✔️ Curiosity ✔️ Openness ✔️ A willingness to explore Also — this is NOT a guided tour. It’s about experiencing the exhibition in your own way, while being part of a social group. *** 🧢 Meetup Details 📍 Meetup Location: Corner of Dundas St W & McCaul St (AGO side) 🫎 I’ll be wearing my Moose Hat ⏰ Meetup Time: 11:00 AM I will only wait 5 minutes. Early is on time. On time is late. We’ll head in promptly. End Point: Back at the starting location *** 🎟️ Meetup Fee: $5 cash in person or e-transfer to 📧 **mathewmaclean@hotmail.com** The exhibition itself is free. This fee helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖 *** 🎒 **What to Bring** Water Comfortable shoes (we’ll be on our feet) Curiosity and an open mind 🎨 Optional: cash/card for food & drinks afterward *** 🌈 **Who Is This For?** This group is open to anyone who wants to be social and make friends — whether single or not. **We also host:** 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture outings 🍽️ Restaurant gatherings There’s always something happening. *** **REMEMBER:** You’re welcome to just show up on the day if you’re unsure about your schedule. And as always, sometimes plans shift and events may need to be canceled — please keep an eye on updates. *** 👤 Organizer: Mathew Questions? Post on the event wall or email 📧 torontomoviesandoutings@hotmail.com Come for the art. Stay for the conversation. Leave feeling inspired by what people are creating right now. 🎨✨

**Mother’s Day Cacao Ceremony & Light Body Expansion Activation** *Life Force + Light Language Experience* **May 10** This Mother’s Day, step into a sacred space of deep nourishment, activation, and expansion. This immersive experience is guided through the principles of **Light Body Expansion**, working with **Life Force energy** and **Light Language** to awaken your energetic field, open your heart, and support profound inner alignment. We begin with a ceremonial cacao ritual—an ancient, heart-opening practice that gently softens the body and invites you into a state of presence and receptivity. From this grounded space, you’ll be guided through Life Force activations that help clear energetic blockages, restore flow, and awaken vitality within your system. As the journey deepens, Light Language transmissions move beyond the mind—working on a cellular and energetic level to activate remembrance, elevate your frequency, and expand your light body. This is a space to slow down… to receive… to reconnect. A space where healing happens naturally, and expansion unfolds with ease. Whether you are celebrating yourself, honoring your lineage, or connecting to the essence of the Divine Mother, this experience invites you into deeper love, clarity, and embodiment. Come as you are. Leave feeling open, activated, and aligned. [Book your spot here ](https://lightbodyexpansion.com/class/5)

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

**Please note the only way to register for this adventure is on [our website.](https://www.wildernessunion.com/adventures/intro-navigation-26)** **Navigation isn’t a lost art - it’s a life-saving skill. Whether you’re exploring remote backcountry or just trying to orient yourself on a trail, knowing how to read the land can make all the difference.** Join us for this *one-day navigation workshop,* which will equip you with the skills needed for safe and confident adventures. **Interested in joining this year’s Epics? Completing this and other relevant courses will support your approval process for advanced adventures.** **Morning: Theory** We’ll start with hot beverages and a hands-on classroom session where you’ll learn: * Why maps still matter in a GPS world * How to read a topo map and visualize the land * What contours tell you about your route (and your legs) * How to orient yourself when you’re turned around * Compass skills that could save your life **Afternoon: Practice** After a quick lunch, the real fun begins. With only a map, compass, and your brain, you’ll work in teams to complete a real-world navigation challenge. Each team gets a unique course and a grid reference sheet to plot and follow. Fastest (and most accurate) team earns top bragging rights as Wilderness Union’s best navigators. You’ll build and follow a route card, learn to trust your instincts, and develop the kind of confidence that only comes with practice. **Your Instructor:** Former Canadian Army Advanced Reconnaissance Instructor, Captain Buckingham is a decorated Pathfinder and the Canadian Infantry School’s top navigation instructor, he’ll guide you every step of the way. **Who It’s For:** This course is for beginners and intermediate explorers alike. No military mindset required—just curiosity, a willingness to learn, and a love of getting outside. This is an amazing opportunity not only to learn from a world-class expert but it's a fun, practical lesson at a uniquely low price. **About this series:** The Survivalist Series is an expert-led set of courses designed to develop applicable, and life-saving skills in the wilderness. Keep your eyes peeled for more courses that become available. **Due to the cost of parking at Bronte Creek, WU transport is recommended for this course.** **Highlights** **Expert Instruction -** Our amazing expert guides will teach you everything you need to know in a safe and fun way. **Practical Skills -** Develop essential skills to survive and thrive in the wild. ‍**Local Adventure -** Just 45 minutes from Toronto, this adventure is close to home for anyone living in the GTA. **Event cost: $80+HST - optional transport available.** **Register [here.](https://www.wildernessunion.com/adventures/intro-navigation-26)** **About Wilderness Union** Wilderness Union is deliberate about building an outdoors community that connects you to the life-changing magic of the outdoors and helps you find your people. Members range from 20-40 years old. The group is a mix of GTA locals and newcomers to Toronto from within Canada and abroad. Attendance numbers on Meetup don't reflect our actual event attendance - we typically have 15-20 community members at each event. Large enough that there's someone new to meet but small enough that it's not overwhelming! ***Learn more at our website [www.wildernessunion.com](https://www.wildernessunion.com/)***

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

💌 **Online Speed Dating for Detroit Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Detroit singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

💌 **Online Speed Dating for Cincinnati Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Cincinnati singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

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)

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!