Quantitative Analysis

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

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

This is a ticketed event. Please register at [this link](https://luma.com/hpn010ze). ​In this talk, [Kristy Loke](https://www.linkedin.com/in/kristy-loke/) (MATS research fellow) will discuss: 1\. How did China come to lead in open\-weight LLMs? 2\. How are various jurisdictions’ \(such as the EU and the US’s\) interest in open\-weight models changing? 3\. What technical and global governance actions ought to be taken if we want to make sure the open\-weight AI space continues to thrive? ​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​If you can't attend in person, join our live stream starting at 6:30 pm via [this link](https://www.youtube.com/@Trajectory-Labs/live).

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-march-ai-meetup-2026) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Toronto! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • What I Learned Building With LLMs: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • How To Be More Productive Using AI: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! 💡✨ (https://community.mindstone.com/events/mindstone-toronto-march-ai-meetup-2026) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-march-ai-meetup-2026) to view the agenda and guarantee a spot.

**This registration form is for English speakers only🇨🇦** If you are Japanese, please use the Japanese registration form below: [Japanese Registration Form](https://www.meetup.com/ja-JP/101-canadamingle/events/313608370/?eventOrigin=group_events_list&utm_medium=referral&utm_campaign=event_card_savedevents_share_modal&utm_source=link&utm_version=v2&member_id=401820222) Thank you for your interest in 101 Canadamingle ✨ This group was founded in January 2026, and we host language exchange events every Monday or Tuesday, as well as on weekends. This event is a Language Exchange 🔄 where you can enjoy learning Japanese and English through fun worksheets. Beginners are more than welcome 😊 You can practice conversation in a relaxed and friendly atmosphere 🙌 ⏰ Date & Time: Tuesday\, March 10 \| 6:00 PM – 8:00 PM 📍Location: Formocha 💰Fee: $5 (+ one drink order per person at the café) ※ Photos and videos taken during the event may be posted on social media ✨ **💰Payment** We kindly ask for **advance payment** to confirm your spot. **Cancellation Policy** Due to preparation arrangements, please refrain from same-day cancellations. If unavoidable, please contact us at least one day in advance. Thank you for your understanding and cooperation. ⚠️Participants under 18 must attend with parental consent and at their own responsibility. If you have any questions, feel free to send us a DM on Instagram [@101.canadamingle](https://www.instagram.com/101.canadamingle?igsh=ZjVtb3Jscjc0anhx)

Join us for our first Toronto Fractional Executives Pub Night--a casual, in-person gathering for fractional CXOs and senior operators across the GTA. If you’re a Fractional COO, CFO, CTO, CMO, CHRO, etc., this night is about stepping away from our screens and into a pub for real conversations with peers who actually get the fractional life. What to expect: * Relaxed, pub-style networking (no presentations, no slide decks, no panels); * Thoughtful conversations with experienced operators; * Stories, insights, and lessons learned from fractional work; * Opportunities for referrals, collaborations, and partnerships; Come when you can, grab a drink, and mingle. Who should attend: * Practicing fractional executives (CXOs); * Independent consultants operating at the executive level; * Experienced operators transitioning into fractional roles; * Founders and senior executives with SMBs looking for fractional leadership; * Senior executives with VC/PE firms looking for fractional leadership for their portfolio firms. Logistics: * We're meeting at Pogue Mahone Pub & Kitchen (near Yonge & College); * It's a cash bar and food will also be available for purchase; * Space may be limited, so please RSVP if you plan to attend. Come out and swap stories, talk shop about clients and pricing, and meet great people over a drink.

This workshop brings together Australia and Canada-based philosophers to examine how families, schools, and societies negotiate the responsibilities and expectations of raising children. Presentations will explore the evolving landscape of parental rights and identities, the impact of low expectations on children’s development, and the processes through which values are transmitted across generations. Speakers will also analyse how educational systems reproduce or challenge social class hierarchies, and debate who should bear the financial and social costs of childrearing. Together, these discussions aim to illuminate the tensions and possibilities at the heart of contemporary childhood and family policy. Speakers: Lauren Bialystok (Toronto), Ryan Cox (Sydney), Luara Ferracioli (Sydney), Amy Mullin (Toronto), Andrew Fanklin-Hall (Toronto), Sarah Hannan (Manitoba) SCHEDULE (subject to change) * 9:00 — Introductory remarks * 9:10-10:20 — 1st Presentation: Ryan Cox (Sydney) * Morning Tea/Break * 10:40-11:50 — 2nd Presentation: Luara Ferracioli (Toronto) * 11:55-13:05 — 3rd Presentation: Amy Mullin (Toronto) * Lunch Break * 14:05-15:15 — 4th Presentation: Andrew Franklin-Hall (Toronto) * Afternoon tea/Break * 15:35-16:45 — 5th Presentation: Sarah Hannan (Manitoba) * 16:50-18:00 — 6th Presentation: Lauren Bialystok (Sydney) Coffee/Tea will be provided. Lunch will not be provided. We hope to see you there! **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a workshop presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. Please also fill out [this form](https://docs.google.com/forms/d/e/1FAIpQLSe2nBMEp7FvcNml0cNnmPvadsDieec8kPrVan5AHwVJutmu1w/viewform) if you're attending in person. The talk will also be streamed online with live chat here [to be posted]. About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

**RSVP on [Eventbrite](https://www.eventbrite.ca/e/toronto-msp-dinner-meetup-project-service-managers-march-2026-tickets-1982992750698?aff=oddtdtcreator)** to confirm your spot! We're gathering at Alternative Payments' events venue for good food and real conversation about the challenges we all face - keeping projects on budget and on schedule, managing service delivery, coordinating teams, and everything in between. The focus is on connecting with peers who get what you're dealing with day to day. **Alternative Payments** and **SherWeb** are sponsoring the dinner, with tickets by donation to the Toronto Food Bank. Calgary raised $250 - let's see if we can beat that! Your host will be [Wim Kerkhoff](https://ca.linkedin.com/in/wimkerkhoff), founder of [TopLeft](https://www.topleft.team) and two MSPs. **What to Expect** * Dinner at Alternative Payments (on us) * Meet other MSP project managers, service managers, and operations leaders * Talk through shared challenges with project management, service delivery, and team coordination * Actual networking time to connect with people facing the same issues you are **Who Should Attend** Project managers, service managers, operations managers, and anyone at an MSP who's responsible for keeping projects on budget and on schedule, managing service delivery, and keeping teams productive. Feel free to bring others from your organization who'd be a good fit. **Where** Alternative Payments in Toronto (35 McCaul St #300). March 10th @ 5:30pm. Space is limited to keep conversations focused. **RSVP on [Eventbrite](https://www.eventbrite.ca/e/toronto-msp-dinner-meetup-project-service-managers-march-2026-tickets-1982992750698?aff=oddtdtcreator)** to confirm your spot. **About TopLeft** We build project and service management tools for MSPs. We're MSP people ourselves, so we get the daily challenges of balancing service tickets, project work, and keeping teams productive without the chaos. [https://www.topleft.team](https://www.topleft.team)

**We will discuss day trading, swing trading strategies and tools.** This will not be a presentation format. **Telegram group for quicker communication:** [https://t.me/+m8BMRABGX74xNmZh](https://t.me/+m8BMRABGX74xNmZh) **Discord Group for exchanging ideas, charts and strategies** [https://discord.gg/SVYTSPh7](https://discord.gg/SVYTSPh7) We will discuss options trading and investing strategies, as well as the skills needed to start. It is a **casual meetup to meet people who are interested in trading or building a career around it, especially algorithmically. No "financial gurus" are welcome.** Join us for a meetup where we share trading ideas, and connect with others who share a common interest in investing. Algorithmic trading is commonly used by large institutional investors and market makers, but it is also accessible to retail traders. It offers several advantages over manual or discretionary approaches—particularly in minimizing psychological errors that often impact human traders. Some of the topics we usually discuss: \- Reasons for investing \- Limitations of being a retail trader \- Practical tools: brokers\, APIs\, data sources\, real\-time implementation \- Brainstorming ideas: strategies that may be working today **Note this even is not sponsored or endorsed by any business where we are meeting. We are just using their space for casual meetup event.** **Please no promotion of MLM, pyramid schemes, self promotion to paid services, affiliate promotion, paid subscriptions or similar stuff.** **Useful Links** * Notion page of [Algo Trading Resources](https://systemetic.notion.site/Algorithmic-Trading-Resources-fe400c5258e440fd8a4d63770d08bc13) **Disclaimer:** This meetup is for educational and informational purposes only and should not be construed as professional financial advice. The discussions and materials presented at this meetup are provided as general information and are not intended to be a substitute for professional financial, legal, or tax advice. All participants are encouraged to consult their financial advisor or qualified professionals regarding specific financial issues. None of the organizers, speakers, or participants at this meetup are liable for any financial loss or damage incurred as a result of trading activities or decisions based on the information shared during this event. Trading stocks and other financial instruments involves risk and may not be suitable for all individuals. **CFTC Rule 4.41:** Futures, foreign currency and options trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing one’s financial security or lifestyle. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results. **Non-Endorsement**: References to specific securities, investment strategies, or any financial instruments during the meetup are for illustrative purposes only and do not constitute a recommendation, endorsement, or investment advice by the organizers or speakers. **No Guarantees**: There is no guarantee that the investment strategies discussed will be profitable or protect against loss. All investments involve the risk of loss. **Conflict of Interest**: Presenters or organizers may hold or intend to acquire positions in securities discussed during the meetup, which may create a conflict of interest.

**Canadian real estate investment educational CLASS online LIVE** You are invited to an **exclusive, high-level Canadian real estate investment educational CLASS** for serious action-takers ready to bypass the frozen MLS market and building wealth. This is the **time-sensitive knowledge** Canadian insiders use to find properties for pennies on the dollar. **WHAT YOU WILL LEARN** * Stop competing and start dominating. The **"Backdoor Method"** is a legal, covert blueprint that gives you direct access to the properties mainstream investors never see: ***Tax liens, court-ordered sales, civil enforcement auctions, and bank defaults.*** It’s not about finding what’s *for sale* it’s about **finding what’s *in distress* before the public ever gets a whiff..** * **Virtual Wholesaling Secrets:** Discover the techniques to flip contracts for **instant, massive profit**—without ever tying up your own capital or owning the asset. * **Hard Money / Private Lending Unlocked:** Access the aggressive, short-term, **equity-based financing** that funds distressed deals in 3-10 days a critical skill for high-speed investing. **WARNING:** This is NOT for hobbyists. This is a rigorous, professional blueprint for those ready to execute and build serious wealth. This knowledge is time-sensitive as the market shifts. *** ### ⚠️ **IMMEDIATE ACTION REQUIRED** **Date:** Sunday, March 15th, 2026 * **Time:** 2:00 PM - 4:35 PM EST * **Availability:** 97% SOLD OUT **ONLY 3 SEATS LEFT** **CLAIM YOUR FINAL SEAT:** * **E-TRANSFER $112** to: wwbpayments@gmail.com * **TEXT Your Name & Email (WhatsApp Only):** 416-409-7300 ***Proudly serving and guiding Canadian real estate investors successfully since 1993.***

We're excited to bring the community together for an evening of learning and connection! Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Thursday, March, 12th from 5:30-7:30 pm **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: Building Agentic AI on ELK stack, by **Gleb Gadyatskiy**, Principal Engineer at PointClickCare * 6:30 pm: Q&A * 6:40 pm: "One Does Not Simply Query a Stream", by **Viktor Gamov** is a Principal Developer Advocate at Confluent * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Building Agentic AI on ELK stack"** Story how I built AI Agent using pure ELK + LLM to automate incidents investigations 1. What is AI Agent, ELK and why I decided to build AI Agent using only ELK 2. Building simple AI Agent using pure Logstash pipelines 3. Building advance AI Agent using Ruby plugin 4. Connecting AI Agent to Elastic AI Assistant **Gleb Gadyatskiy** is a Principal Engineer at PointClickCare. He is a part of the Infrastructure Architecture team and describes his role as “the first line in attack and the last line in defense”. Gleb provides support for all teams to aggregate logs from various apps into Elasticsearch, use AI to get insights from logs and actively promotes Elastic stack in PointClickCare. Gleb enjoys outdoor traveling with his wife and two kids in a camper. **"One Does Not Simply Query a Stream"** Streaming data with Apache Kafka® has become the backbone of modern applications. While streams are ideal for continuous data flow, they lack built-in querying capabilities. Unlike databases with indexed lookups, Kafka’s append-only logs are designed for high-throughput processing—not for on-demand queries. This necessitates additional infrastructure to query streaming data effectively. Traditional approaches replicate stream data into external stores: relational databases like PostgreSQL for operational queries, object storage like S3 accessed via Flink, Spark, or Trino for analytics, and Elasticsearch for full-text search and log analytics. Each serves a purpose—but they also introduce silos, schema mismatches, freshness issues, and complex ETL pipelines that increase system fragility. In this session, we’ll explore solutions that aim to unify operational, analytical, and search workloads across real-time data. We'll demonstrate stream processing with Kafka Streams, Apache Flink®, and SQL engines; real-time analytics with Apache Pinot®; search capabilities with Elasticsearch; and modern lakehouse approaches using Apache Iceberg® with Tableflow to represent Kafka topics as queryable tables. While there's no one-size-fits-all solution, understanding the tools and trade-offs will help you design more robust and flexible architectures. **Viktor Gamov** is a Principal Developer Advocate at Confluent, founded by the original creators of Apache Kafka®. With a rich background in implementing and advocating for distributed systems and cloud-native architectures, Viktor excels in open-source technologies. He is passionate about assisting architects, developers, and operators in crafting systems that are not only low in latency and scalable but also highly available. As a Java Champion and an esteemed speaker, Viktor is known for his insightful presentations at top industry events like JavaOne, Devoxx, Kafka Summit, and QCon. His expertise spans distributed systems, real-time data streaming, JVM, and DevOps. Viktor has co-authored "Enterprise Web Development" from O'Reilly and "Apache Kafka® in Action" from Manning. Follow Viktor on X - @gamussa to stay updated with Viktor's latest thoughts on technology, his gym and food adventures, and insights into open-source and developer advocacy. **Location:** Improving Office 171 East Liberty St Unit 235 Toronto, Ontario M6K 3P6 **Directions (171 E Liberty St - Suite 235)** **By transit** Streetcars 504 and 509 both travel close to the office (less than 10 minute walk to the office from either), the lakeshore GO train is also a 5 minute walk from the office. **By car/parking** On street parking is available - there are a handful of paid parking spots directly in front of the entrance - with a large city parking lot across the street. **Entrance** The entrance to the office is beside the Bulk Barn entrance facing Hannah Street. There is an Improving logo on the door.

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.

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026031214) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and Agent, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Speakers/Topics:** \- Eli Aleyner \(Docker\) Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

Come join us for coffee at Matari Coffee to discuss our March book, "The Enchanted Greenhouse"! Book description: Terlu Perna broke the law because she was lonely. She cast a spell and created a magically sentient spider plant. As punishment, she was turned into a wooden statue and tucked away into an alcove in the North Reading Room of the Great Library of Alyssium. This should have been the end of her story . . . Yet one day, Terlu wakes in the cold of winter on a nearly-deserted island full of hundreds of magical greenhouses. She’s starving and freezing, and the only other human on the island is a grumpy gardener. To her surprise, he offers Terlu a place to sleep, clean clothes, and freshly baked honey cakes—at least until she’s ready to sail home. But Terlu can’t return home and doesn’t want to—the greenhouses are a dream come true, each more wondrous than the next. When she learns that the magic that sustains them is failing—causing the death of everything within them—Terlu knows she must help. Even if that means breaking the law again. This time, though, she isn’t alone. Assisted by the gardener and a sentient rose, Terlu must unravel the secrets of a long-dead sorcerer if she wants to save the island—and have a fresh chance at happiness and love.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

Save the Date 🌱 The Licking County Master Gardener Volunteers invite you to the annual gardening conference, open to everyone who enjoys growing plants. 📅 Saturday, March 14, 2026 📍 OSU Newark Campus - Reese center 🎟️ Tickets go on sale in January and this event fills fast, sells out every year 🌿 2026 Theme: Unusual Gardens in Your Backyard You will hear practical ideas that help you rethink small spaces and try new approaches at home. This conference also arrives at the perfect time of year. It helps soothe the urge to get outside while winter is still around. Central Ohio gardeners wait until late May to plant outdoors, so this day helps you plan and daydream about spring projects. Speakers • Joseph Tychonievich, author of Rock Gardening: Reimagining a Classic Style • Debra Knapke, The Garden Sage • Denise Schreiber, author of Eat Your Roses You will find vendors, a silent raffle, and friendly conversations with other gardeners. Registration • Register by January 31 to pay 50 dollars • Starting February 1, the fee is 60 dollars • Tickets at the door are 75 dollars • Boxed lunch, coffee and pastries are included MGV website: [https://fourseasonsofgardening.org/2026-spring-conference](https://fourseasonsofgardening.org/2026-spring-conference) 9:00-9:20 Registration & Complimentary Muffins & Vendor Visits (Auditorium) 9:20-9:30 Welcome & Opening Remarks (Auditorium) 9:30-10:20 Denise Schreiber, “Mrs Know It All” Pittsburg, PA Beyond the Garden Gate, Peeking at the Neighbor’s (Ballroom/Hallway). 10:20–10:40 Break-Visit Vendors & Raffle Tables (Auditorium) 10:40–11:30 Debra Knapke, “The Garden Sage” Columbus Ohio Wanting it All—Evolving as a Gardener (Ballroom) 11:30-12:15 Lunch (Catered/Visit Vendors & Raffle Tables 12:30–1:00 Break Out—Session 1 (Ballroom) Dawn Seymour Hungry for Change: Avoiding “the Jones’” with Intentional Design (Auditorium) Ryan Slaughter, Ross County Ag. & Natural Resources Extension Educator Growing Berries in Home Gardens (Ballroom) 1:10–1:40 Break Out Session 2 Dawn Seymour Hungry for Change: Avoiding “the Jones’” with Intentional Design (Auditorium) Ryan Slaughter Growing Berries in the Home Garden (Ballroom/Hallway) 1:40-2:10 Break: Final Visit to Vendors & Raffle Tables 2:10–3:00 Joseph Tychonievich, South Bend, IN, Writer, Plant Breeder, Gardener Big Ideas, Small Spaces: Making Creative Gardens on Small Properties

A great movie deserves a great dinner! Join us after PROJECT HAIL MARY for another fun and tasty dinner at a CMG-favorite restaurant, FUGU SUSHI! RSVPs are limited for the dinner portion of this event! Here are complete details: FUGU SUSHI: Fugu Sushi offers a truly authentic experience that keeps customers (and the Movie Group) coming back for more. They offer an extensive menu with a delightful array of options and something for everyone! From their top-rated sushi, to tasty appetizers, soups, salads, bento boxes, tempura, delicious teriyaki dishes (including chicken, shrimp, salmon, tofu, vegetable and more), and vegetarian and vegan options, you’ll be certain to find something you love! MENU: https://www.fugusushicolumbus.com/menus RSVP: An RSVP here means you're signed up for the DINNER portion of this event. Seating is limited. If you also plan to join for the movie, please also RSVP in the separate event listing for the movie portion of this event. For the movie, we'll meet in the theater lobby at 2:10pm for the 2:30pm SuperScreen DLX showing. Advance ticket purchase for the movie is advised. Please RSVP in both events, if you plan to attend the movie and dinner. Look forward to seeing you there, Dan

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️