Creating Amazon Cloud Applications
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#94: AI 双面圆桌派 02 ~ AI 时代的理财之道
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.
Toronto Artists Brunch & Creative Networking
✨ Toronto Artists Brunch at Orkid Gallery
Coffee • Connections • Creativity
Join us for a vibrant and inspiring Sunday brunch created especially for artists, creatives, makers, performers, and entrepreneurs who want to meet real people, grow their circle, and discover new opportunities.
Spend a beautiful afternoon in an artistic gallery setting while enjoying a light brunch with coffee, tea, pastries, fruit, and refreshments in a warm and welcoming atmosphere.
🌟 What Makes This Event Special?
✨ Meet talented artists and creatives from different backgrounds
✨ Introduce yourself and share what you do
✨ Find collaboration, business, and project opportunities
✨ Make genuine friendships and creative connections
✨ Enjoy fun social activities and engaging conversations
✨ Feel inspired in a beautiful artistic space
🌿 Become Part of the Orkid Gallery Community
Guests will also have the opportunity to learn about the benefits and opportunities available through Orkid Gallery and discover how to become part of the growing Orkid Gallery family.
Members may enjoy future opportunities such as:
✨ Access to special events and gatherings
✨ Creative collaborations and networking opportunities
✨ Exhibition and workshop opportunities
✨ Priority access to selected programs
✨ Being part of a supportive artistic community
Volleyball Foundations 3 — Build Skills & Confidence | May 24-June 21 (15+)
**Volleyball Foundations 3 — Connect Your Skills & Play with Confidence (15+)**
Ready to move beyond isolated skills and start playing with flow and purpose? Volleyball Foundations 3 is designed for players who are ready to connect their techniques and develop real game awareness in a team setting.
In this progressive clinic, you’ll focus on integrating your skills into live, rally-based play:
• **Reading the Ball:** Anticipate trajectory and react earlier to stay one step ahead
• **Defense:** Improve footwork, positioning, and overall court coverage
• **Attacking:** Learn the 3-step approach and develop controlled, effective hits over the net
You’ll also begin to understand the rhythm of the game through continuous play. Sessions emphasize “wash drills” and extended rallies, helping you stay engaged, make decisions under pressure, and build confidence during longer points.
Players will be introduced to the **6-Up defensive system** and develop strong on-court communication skills to navigate fast-paced, unpredictable situations.
***
**Who This Clinic Is For:**
• Players who have completed Volleyball Foundations 2 or have a strong base in passing, setting, and serving
• Players ready to develop game awareness, teamwork, and rally consistency
• Athletes looking to feel more confident playing in game-speed environments
***
**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=yQ90BGe)
☎️ Or call 416-924-6211 ext. 0
***
**Early Bird Discount:**
Register by April 26 at 10 PM to receive **10% off** sessional registration.
***
**Why Join?**
• Learn to connect skills into fluid, game-like play
• Improve decision-making, timing, and court awareness
• Build confidence in rallies through continuous, high-energy gameplay
• Develop communication and teamwork within a structured system
Take the next step toward real gameplay—where skills come together, rallies get longer, and confidence truly starts to show.
Korean Martial Arts (Casual Classes) - FREE
***\*\*\*This class is open to all levels, weather permitting; in an event of poor weather conditions class will be changed to a regular class\*\*\****
**Come workout, have fun, relieve your stress, and meet your fellow neighbours!**
Welcoming interested people to join our FREE classes every Tuesday evening from 7:00pm to 9:00pm and every Sunday afternoon from 2:30PM-4:30PM near Bathurst/Lake Shore area.
Classes are led by our event organizer, Master **Dave Crook**, a seasoned 4th degree black belt Hapkido practitioner from a respected academy with many years of experience in this art and various others.
**About this form of martial arts:**
Hapkido is a hybrid Korean martial art. It is a form of self-defense that employs joint locks, grappling, throwing techniques, kicks, punches, and other striking attacks.
**How to join:**
Join this group/event and directly message me with your interest.
**Q: Is this completely FREE?**
A: Yes, classes/lessons are completely FREE
**Q: Do I require a gi/uniform to participate?**
A: Gi is completely optional, only required when doing groundwork grappling/throw techniques
**Q: Are there grading and belt progression?**
A: Yes, there are grading and belts, which will cost $30 just to cover the cost, testing will done when YOU are comfortable and ready!
**Current Martial Artists Belt Status:**
1x Masters - 4th Degree Black Belt
1x Yellow Belt (former red belt)
1x Yellow Stripe Belt
134x White Belts
**Belt Colours - Progression in Descending Order:**
* White Belt
* Yellow Stripe Belt
* Yellow Belt
* Orange Stripe Belt
* Orange Belt
* Green Stripe Belt
* Green Belt
* Blue Stripe Belt
* Blue Belt
* Red Stripe Belt
* Red Belt
* Black Stripe Belt
* Black Belt
**Curriculum of Techniques**
**White Belt to Yellow Stripe:**
**Strikes (all strikes from left wrist grab, striking with right)**
1\. Sword Strike to Clavicle
2\. Nunchuk Strike to Temple
3\. Companion Sword Strike with Elbow Strike to Solar Plexus
4\. Spear Hand to Femoral Artery
5\. Palm Strike to Floating Rib
6\. Spear Hand to Trachea
**Breakaways (all breakaways from right wrist grab)**
1\. Latissimus Dorsi push with bucking back fist
2\. When pulled with bucking back fist
3\. When pushed with bucking back fist
4\. Downward break away with elbow strike
5\. Live\-hand tricept push up with elbow strike
6\. Assisted tricept push\-up with elbow strike
**Take Downs (performed both sides)**
1\. Pivot throw
Joint Locks (all joint locks from right wrist grab)
1\. 'Kul Nut Key' to elbow
2\. 'Kul Nut Key' to elbow 45 degrees
3\. One inch bow
4\. Side wrist lock \- bend elbow
5\. Side elbow lock
6\. Elbow lock controlled
**Escapes From Mounted Position (all from opponent on mount position - performed both sides)**
1\. Escape to Mount
2\. Escape to Guard
3\. As punches are received \- buck \- single arm hook \- roll
4\. As punches are received \- buck \- shoulder walk \- two arm hook \- guard
5\. Escape when head is locked
6\. Escape when head is locked with high mount
**Kicks (both sides)**
1\. Side kick
**To learn more about Hwa Won Yue Hapkido visit our website here:**
http://www.hapkidohwawonyue.ca/toronto.html#
Social Salsa/Bachata/Merengue/Kizomba/ChaCha
7.30pm-10.30pm Social Dance
Usually more than 50 people join us for a fun Salsa/Bachata night. The best way to end the weekend!
You don't need to have a partner or be an experienced dancer. We provide two classes for beginner level and intermediate level.
◾When You Arrive ◾
- Sanitize your hands before entering the dance studio & in between dances, please
- Do not come to dance if you show any symptoms of cold/flu
◾ Drop in : $15 ◾
* Every Sunday *
📍39 Glen Cameron Road, unit #1 Thornhill, Ontario
From: 7.30 - 10.30 pm
Cover fee: $15 at the door
We will also be hosting two free salsa lessons and a bachata lesson: (it's included)
*6.30pm-7.30pm Bachata L1 by Estephan [small room]
*6.30pm-7.30pm Salsa by David [large dance studio]
*7.30pm-10.30pm Sunday Social Dancing [large dance studio]
* Music:
Mostly Salsa & Bachata, some Merengue and a few Cha Cha and Kizomba. Come out and enjoy the night away! *
Usually, more than 50 people are attending this social, and people switch partners, so you don't need to bring a partner.
647-504-9876
Energy Flow Yoga, Meditation + Journaling - Coronation Park
Yoga & Meditation : We will move through yoga postures, energize with some breath work and end the session with short sweet meditation or a relaxation.
Journaling : We will spend 10 minutes journaling after the session.(Stream of consciousness writing & some other journaling prompts)
\*Make sure you bring a mat, water and a small towel.
\*Carry a book and pen.
\*All levels welcome. Modifications will be given.
\*We will meet at 8:50 am, find a suitable spot and start by 9:00 am.
\*Please be on time so we can respect everyone's time and commitment.
\*Keep your phones on silent for the class.
\*Remember that this is about you and not about anyone else practicing with you.
\*A whatsapp group may be created for confirmed attendees.
Reach out to me at 437 345 3411 and confirm your attendance.I look forward to our time together! :)
Payments can be cash. For interac - info@payalkhanwani.com.
\*Exact location will be shared on the day.
\*Please book in advance and avoid last minute cancellations!
IMPROV and ACTING in the PUB (with Optional Dinner Party After)
Hello everyone,
Please join us for our a great afternoon with **IMPROV and ACTING in the PUB.**
\*Joined by my other groups too; so we can anticipate a great afternoon
\*\*Stick around after as well for our weekly traditional Sunday Dinner Party-no extra charge- others will be joining us to for dinner (optional)
Event details below:
Sincerely
Steve Flemming
(Organizer/Host)
Event Details:
**IMPROV and ACTING in the PUB (with Optional Dinner Party After)**
This is a well organized event filled with Improv games, skits and of course lots of hilarious scenes that we will create.
-A fun afternoon for all Improv enthusiasts and newbies of Improv!
\*No experience required; just an open mind and a desire to meet some wonderful people, laugh and have fun!
\*Joined by my other groups too so we can anticipate a fabulous turn out
\-\-\-\-\-\-\-\-\-
**Event Fee:** 10 dollars (Cash only) (HST is included)
or e transfer in advance to [[steveflemming11@gmail.com](http://steveflemming11@gmail.com)]
\*Includes Dinner Party after at no extra charge :)
\-\-\-\-\-\-\-\-\-\-\-\-\-
**Friendly Reminders:**
**Date:**
**Sunday, May 31st**
**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
\-\-\-\-\-
**Parking Available:**
\***Plenty of free street parking on Eglinton** and (Residential area south/east of venue for free)
**Close to Subway Station:**
\*Also just a three minute walk east from the Yonge/Eglinton subway station
Creating Amazon Cloud Applications Events This Week
Discover what is happening in the next few days
IPL WATCH PARTY
🏏 RCB HAS REACHED THE IPL FINALS! ❤️💛
We’re hosting an IPL Finals Watch Party and would love for everyone to join us for an exciting evening of cricket, cheering, and fun! 🎉
📍 Venue: [https://maps.app.goo.gl/hF5bPKB7qmwjskGm8?g_st=ic](https://maps.app.goo.gl/hF5bPKB7qmwjskGm8?g_st=ic)
💵 Entry: $5
Please e-transfer to: [krishnaswamyswathi@gmail.com](mailto:krishnaswamyswathi@gmail.com)
Let’s come together and support RCB in the finals! 🔥🏆
Archetypal Coaching — Activate Your Goals with Ancient Wisdom
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
In-Person Writing Sprints
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.
FREE OUTDOOR Baila Sunday Social
Best way to get a hold of us is on our [WhatsApp chat](https://chat.whatsapp.com/Kj63TzHIqYL5hPrRJolhyD), also great way to join a community of amazing like-minded people :)
***☀️🔥 BIG NEWS — We’re Dancing OUTSIDE All Weekend Long! 💃🕺🌴***
This weekend, instead of our usual Matinee Salsa Practice and Baila in the West locations, we’re teaming up to co-host an incredible FREE outdoor Latin dance event in the heart of the city!
📅 Saturday, May 30 & Sunday, May 31
🕑 2PM–7PM
📍 1 Eglinton Ave East (Yonge & Eglinton)
🎧 DJ Geronimo & DJ Magic spinning the hottest Salsa & Bachata hits all afternoon
💃 Dance Connexion performances & lessons
🌞 Amazing weather + outdoor dancing + incredible vibes = the PERFECT weekend
Bring your friends, your dancing shoes, and your best energy — let’s fill the streets with music, dancing, and nonstop summer vibes all weekend long! 🔥✨
**FREE** for everyone — see you on the dance floor outside! 🙌
🌲🥾 CROTHERS WOODS TRAIL HIKE & DAIRY QUEEN STOP 🥾🍦
🌲🥾 **CROTHERS WOODS TRAIL HIKE & DAIRY QUEEN STOP** 🥾🍦
Real Trails, A Solid Climb & An Ice Cream Finish
Toronto doesn’t have many *true* hiking experiences — but this is one of them.
Join us for a more active, nature-focused walk through Crothers Woods, one of the city’s best spots if you’re looking for something that actually feels like a hike.
This isn’t your typical flat city stroll.
There are hills, forest paths, and a proper climb — especially at the end (Pottery Road 👀).
But don’t worry… we’ve got a reward waiting.
This is not a formal tour.
It’s a social hike — a bit more effort, a bit more nature, and a great group to do it with.
📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd)
\*\*\*
**🚶♂️ What We’ll Do**
We’ll start at Broadview Station and head south along Broadview before making our way down Pottery Road into the Don Valley.
From there, we’ll connect to the Don Valley trails and enter Crothers Woods, where we’ll hike through forested paths and take a short break along the way.
After the hike, we’ll make our way back — finishing with the climb up Pottery Road (the final challenge 💪).
And then… we reward ourselves with a stop at Dairy Queen for some well-earned ice cream. 🍦
We’ll end back near Broadview Station.
\*\*\*
🌦️ **Weather & Expectations**
This hike happens rain or shine.
Please come prepared — trails may be muddy, and conditions can vary.
This is a slightly more challenging walk than most of our events:
✔️ Uneven trails
✔️ Some hills
✔️ One bigger climb at the end
Good footwear is important.
Also — this is NOT a guided or historical tour. It’s about movement, nature, and being social.
\*\*\*
🧢 **Meetup Details**
📍 Meetup Location: Outside Broadview Subway Station
🫎 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 out promptly.
End Point: Broadview Subway Station
\*\*\*
🎟️ Meetup Fee: $5 cash in person or e-transfer to
📧 \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/)
This helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖
\*\*\*
🎒 **What to Bring**
Water
Good hiking/walking shoes (important!)
A snack
Weather-appropriate clothing (trail-ready 🌧️🌿)
Optional: cash/card for ice cream 🍦
**Please also use the washroom before arriving, as stops are limited.**
\*\*\*
🌈 **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](mailto:torontomoviesandoutings@hotmail.com)
Come for the trail. Stay for the challenge.
Leave feeling like you actually *earned* that ice cream. 🍦🌲✨
Badminton Enthusiast
This group is for badminton enthusiasts who are passionate about exploring the connections between metabolism, energy, and exercise. We are welcome beginner plus, intermediate and advance level players looking to improve your skill or a seasoned player seeking to optimize your performance on the court, this group is for you! Join us for friendly games. This badminton session is a weekly event and it is followed with dinner together but it is optional.
Birdies: Please bring one birdie with you. However, if you are intermediate plus or advanced level, bring two birdies with you.
Court fee: It will be informed at the comment section by 4pm. Cost per person is either
$216 (for 4 courts), $162 (for 3 courts) or $108 (for 2 courts) divided by the number of players attended. My email address for etransfer is: lingseilau@yahoo.com
Creating Amazon Cloud Applications Events Near You
Connect with your local Creating Amazon Cloud Applications community
June 2026 AWS Columbus - Topic to be announced
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
Azure CBUS June
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Why Real Estate Investors Should Become Licensed Agents (And When Not To)
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)
Microsoft Build - Columbus Edition!
We are bringing Microsoft Build sessions to Columbus Ohio!
The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us!
And yes, there will be free food. So please RSVP for a head count!
Manic Mondays with Salsamante Dance Academy
Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves.
The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate.
730pm-830pm Bachata Cool Moves
830pm-930pm Salsa On 1 (Beginner/Intermediate)
15 for One Class
20 for Both
Free Parking & Plenty of Dance Space.
Viva Dance Columbus 2809 Festival Lane Dublin OH 43017
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
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 2026
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\.





















