Data Architecture
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Frequently Asked Questions
Yes! Check out data architecture events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the data architecture events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data architecture events near your location here. Connect with your local community and discover events within your area.
Data Architecture Events Today
Join in-person Data Architecture events happening right now
Machine Learning Toronto (MLTO)
**Registration Instructions:** Meetup RSVPs are closed - to attend, you must register on the [Luma event page.](https://luma.com/2talb3jk)
**Agenda**
6:00-6:30 PM Arrivals and Networking
6:30-7:00 PM Tech Talk #1
7:00-7:30 PM Tech Talk #2
7:30-8:30 PM Networking & Wrap-up
8:30 PM Tear-down and Departures
**Talk #1:** *I Built a $15/Month AI Advisory Board (And It Called Me Out)* \- Jacintha Kurniawan\, Co\-founder and AI Product Manager at Bridge AI Knowledge
Using commodity tools, I built a multi-agent AI system for <$20/month and created a "CEO-in-the-loop" architecture: agents collect data, detect patterns, then four RAG-based advisors to argue with each other in Discord threads. I read their debates, make decisions, and an executor agent builds my calendar. My key insight was that if advisory agents agree, the system is useless; disagreement is the feature.
This talk breaks down the full technical architecture, the cost model that will scales from $15/month to production, why I designed agents to argue instead of agree, and the counter-intuitive discoveries (why the first 15 minutes matter more than the next 4 hours).
**Talk #2:** *Building Agents That Know: Knowledge-First Design for AI Systems* \- Andrew Berry\, Sr\. Data Scientist at Bell Media
Most AI agent projects start in the wrong place: with tools and architecture. This talk inverts that approach and shows how reliable agents emerge from well-designed knowledge and context, not bigger models. We'll explore simple patterns for structuring what an agent knows, what it needs right now, and what should persist over time, and why simpler context design often beats complex architectures.
**About the Speakers:**
[Jacintha Kurniawan ](https://www.linkedin.com/in/jacintha-kurniawan/)is a co-founder and AI Product Manager at Bridge AI Knowledge, where she designs and ships AI agent systems for regulated industries, creative agencies, and retail. Her work focuses on translating ambiguous, high-stakes requirements into production-ready AI in environments where trust, compliance, and adoption are critical. She is a TEDx speaker on the Economy of Trust and hosts The Deep Dive Lab, a podcast featuring 50+ conversations with AI leaders, ethicists, and operators on building pragmatic, responsible AI.
Jacintha holds an MBA and brings a cross-functional background spanning AI startups, data analytics at Canadian Tire, and supply chain logistics. Her recent work includes leading an automated conformity platform for a Canadian real estate regulator—processing 500K+ transactions across 200+ agencies while maintaining Law 25 compliance—and developing AI products that measurably reduce operational effort. She recently led product and technical development of Eterna, a voice AI agent for peri- and menopausal health that won first place at a hackathon by prioritizing empathy-driven conversational design.
[Andrew Berry](https://www.linkedin.com/in/berrya/) is a Senior Data Scientist II at **Bell Canada**, where he works on applied AI and agentic systems across conversational AI, intelligence platforms, and context-aware automation. His work focuses on building reliable, production-ready AI systems and exploring how knowledge, context, and system design shape trustworthy AI behavior in real-world enterprise environments.
Andrew is also an experienced podcast host and public speaker, having founded and hosted *The Pandemic Job Hunt* and *The Little Big Ideas Show*. He holds a Bachelor of Commerce from McGill University with a major in Information Systems and a finance concentration, and has completed formal training in data science and product management, bringing a rare blend of technical depth, business context, and communication to his work in AI.
**Many thanks to our supporters and sponsors!**
We'd also like to acknowledge our venue partners, [Highline Beta](https://www.highlinebeta.com/) for generously providing their amazing space for the event, and [PRAKTIKAI ](https://www.praktikai.com/)for making the event happen.
**Speak or Support MLTO!**
We are constantly looking for new speakers and sponsors to share their knowledge and help build the AI community in the GTA! If you are interested please get in touch directly or apply via one of the links below:
\- Speaker Application Form: [mlto.ca/speak](http://mlto.ca/speak)
\- Sponsor Inquiry Form: [mlto.ca/sponsor](http://mlto.ca/sponsor)
\- Volunteer Application Form: [mlto.ca/volunteer](http://mlto.ca/volunteer)
D60 Advanced Leadership Toastmasters
D60 Advanced Leadership Toastmasters is dedicated to exploring the many dimensions of leadership and helping members elevate their leadership skills to the next level. This includes in depth evaluations, workshops, debates and presentations.
Join us and discover how our club can support your leadership growth by registering for the zoom link and in-person information (close to King subway station) at https://bit.ly/d60alt_mtg.
[CAS]Japanese 🇯🇵& English🇨🇦 Language Exchange🦄🌱 [Queen’s Park]
日本語の案内は下にあります
Fee: $5 (Every 5th time is free!) Girls’ Night Promotion is ongoing! (If you have a promotion pass, you can join for free.) Payment: Cash or E-transfer If you choose E-transfer, we recommend sending it before arrival to: canasianstation@gmail.com
(This is recommended, not mandatory.)
Event Style
・Group-based language exchange
・Small groups of 3–4 people
・Use both Japanese and English to communicate
Schedule 6:15 – 6:30
Check-in 6:30 – 7:10
Round 1 7:10 – 7:15
Seat change 7:15 – 7:55
Round 2 7:55 Wrap-up
Friendly Guidelines
・Participants with 2 no-shows may be removed from future events
・This is not a dating or matchmaking event. You cannot request specific people to talk to. If you have an NG (someone you prefer not to be matched with), please let us know in advance
・Photos may be taken for Instagram and event pages. If you do not wish to appear in photos, please inform the organizer beforehand
・Harassment, discrimination, sexual harassment, solicitation, or inappropriate behavior is strictly prohibited If you notice any issues, please inform the organizer
About This Event (Important)
This is a group-based Language Exchange event.
・One-on-one conversations with Japanese participants
・Conversations with participants of a specific nationality ➡︎are not guaranteed.
Anyone who is interested in using Japanese and/or English is welcome to join, regardless of nationality. Thank you for your understanding.
参加費:5ドル(※5回参加ごとに1回無料)
女子会プロモーション開催中!特典をお持ちの方は無料でご参加いただけます
支払い方法:現金 or E-transfer ※E-transferをご利用の方は、到着前に Canasianstation@gmail.com へ送金していただくことを推奨しています
イベント形式 3〜4人のグループで、日本語と英語を使った国際交流
タイムスケジュール 6:15 – 6:30
Check-in 6:30 – 7:10
第1ラウンド 7:10 – 7:15
席替え 7:15 – 7:55
第2ラウンド 7:55 解散
参加にあたってのお願い
・2回以上のNo-show(キャンセル無しの無断欠席のこと)があった場合、以降の参加をお断りします
・本イベントはデート目的マッチング目的の場ではありませんので、特定の「話したい人」の指定はできません ※NGの方がいる場合は、事前にお知らせください
・Instagram・イベントページ用に写真撮影を行う場合があります。写りたくない方は事前にお知らせください
・セクハラ、差別的発言、嫌がらせ、勧誘行為は固く禁止しています。もし見かけた場合は、主催者までご連絡ください
イベントについて 本イベントは Language Exchange(言語交流)を目的としたグループ形式のイベントです。
・カナダ人との一対一での会話
・特定の国籍の参加者との会話 →これらを保証するものではありません。
日本語・英語を使って交流したい方であれば、国籍に関わらずご参加いただけます。
🎭🎶 Free event. In The Cubes – An Insider Look at IN REAL LIFE 🎶🎭
***
**FREE MONDAY MUSICAL MEETUP: IN THE CUBES – An Insider Look at *IN REAL LIFE***
I found us another great sounding, free event to beat the February chills.
Join us for a fantastic **free** Monday night of live musical theatre and behind-the-scenes storytelling as part of **Tapestry’s Free Underground Concerts** series!
We’ll be attending **IN THE CUBES: A CONCERT**, presented by **The Musical Stage Company**, offering an insider look at the brand-new Canadian musical **IN REAL LIFE**.
✨ **IMPORTANT – PLEASE READ** ✨
**This event is FREE, but you MUST book your own free ticket in advance.**
️ Reserve your ticket here:
[https://tapestryopera.my.salesforce-sites.com/ticket/#/instances/a0FOF0000099JEL2A2](https://tapestryopera.my.salesforce-sites.com/ticket/#/instances/a0FOF0000099JEL2A2)
Learn more about the event here:
[https://tapestryopera.com/performances/the-musical-stage-company/](https://tapestryopera.com/performances/the-musical-stage-company/)
***
### What to Expect
This special evening includes:
* Live performances from *IN REAL LIFE* by composer **Kevin Wong**
* Performances by talented Sheridan cast members:
EJ Candelaria, Annelise Forbes, Chris Otchere, Kayla Samson, Mea Tonet, and Lindsey Tower
* Musical accompaniment by **Jonathan Corkal-Astorga**
* A behind-the-scenes creative conversation with composer/co-lyricist **Kevin Wong**
* Hosted by **Michael Rubinoff** (Artistic Director, The Musical Stage Company) and **Jaime Martino** (Executive Director, Tapestry)
Perfect for fans of musical theatre, Canadian arts, and anyone curious about how new musicals are made
***
### Event Details
**Monday, February 23**
**Nancy & Ed Jackman Performance Centre**
877 Yonge St. (Performance Hall)
⏰ **Meetup Time:** 5:15 PM
**Doors Open:** 5:30 PM
**Concert:** 6:00 – 7:00 PM
**Look for Nick** outside the venue with a **Meetup sign** before **and after** the show.
We’ll gather for a few minutes afterward to chat and share thoughts on the performance.
***
⚠️ **Final Reminder:**
✔️ You are responsible for booking your own **free ticket**
✔️ Please only RSVP if you’ve secured a ticket or plan to do so
Looking forward to a great night of music, creativity, and conversation — see you there! ✨
Practice Public Speaking: MidTown Toastmasters • In-person Meeting
**Ready to get better at speaking in front of a room and leading with confidence?** MidTown Toastmasters is a friendly, diverse club that meets twice a month to practice real public-speaking skills in a supportive environment. We keep it welcoming and fun.
**What to expect**
* Quick orientation for newcomers
* Prepared member speeches
* Table Topics impromptu speaking
* Encouraging feedback that helps you improve right away
**Guests are always welcome.** You are invited to try a few meetings as a guest before deciding to join. There is never pressure to speak on your first visit.
**New here?** Message us here on Meetup with any questions, or ask for Josie when you arrive and you will get a proper welcome and introduction.
**RSVP notes**
Please RSVP to help us plan seating. If your plans change, update your RSVP so we can offer your spot to someone on the waitlist.
**When**
Monday, February 23rd 2026
6:30 p.m. – 8:30 p.m.
**Where**
St. Matthew's United Church
Oakwood Room
729 St. Clair Avenue West (St. Clair & Christie)
**Learn More About Our Club:**
Club’s Website: [https://torontomidtowntoastmasters.toastmastersclubs.org/](https://torontomidtowntoastmasters.toastmastersclubs.org/)
**\-\-\-**
**Here's what our previous guests (from August 25) said about our club:**
* "It was engaging from start to end"
* "I'm very impressed by how the evaluators notice everything."
* "I enjoyed practicing my active listening."
* "The report on the filler words is useful. I can see myself improving with this feedback."
2SLGBTQIA+ Meetup
This meeting will be casual, as are all meetings for this group, for anyone interested in dinner and/or drinks as well as good conversation and meeting people.
This group is welcoming to all members of the 2SLGBTQIA+ community AND supporters even if a supporter is not a member of the 2SLGBTQIA+ community (supporters might like more friends from the community). In addition, everyone who attends will receive a welcome and introduction in an effort to make meeting and making connections as effortless and effective as possible!
Assuming at least one other person has committed to attending, how to identify the group will be provided the day of the meeting (more than likely that will be what I'm wearing that day).
If there are any questions/concerns/suggestions, by all means send a message.
Data Architecture Events This Week
Discover what is happening in the next few days
CivicTechBrampton 1st Meetup – Open Data Brampton
CivicTechBrampton 1st Meetup – Open Data Brampton
Location: 8 Queen Street East, Brampton
Algoma University SCEI Centre, 3rd floor, 8 Queen East.
Inviting all technologists, students, citizens interested in working on Open Data projects. Open Data Brampton will present available datasets and ways to work with their data. Check out their website here: [https://geohub.brampton.ca/pages/data](https://geohub.brampton.ca/pages/data) New to Open Data? You are definitely welcome! We will all be learning from each other. Just knowing what data sets are available sparks ideas about new civic tech projects. There will be opportunities to network, and pitch your own project to interested volunteers. Questions: email [civictechbrampton@pm.me](mailto:civictechbrampton@pm.me)
Agenda:
6:00 to 6:30 Meet and network
6:30 Presentation by Adam Commeford Open Data Brampton [https://www.openwaterdata.com/](https://geohub.brampton.ca/pages/data)
7:00 to 7:15 Q& A
7:15 to 7:30 Project pitches
7:30 to 8:30 Breakout into projects of interest
8:30 End and optional social at a local bar
Program and Build a NLP Solution with Azure AI Foundry
**Program and Build a NLP (Natural Language Processing) Solution with Azure AI Foundry**
This session demonstrates how to build an end-to-end Natural Language Processing (NLP) solution using Microsoft Azure AI Foundry, based on a real hands-on project.
It walks through designing an NLP workflow, selecting and configuring foundation models, applying prompt engineering techniques along with model fine-tuning, and structuring the solution for scalability and real-world use.
Attendees will see real architecture decisions, code examples, and lessons learned from implementing NLP solutions on Azure.
**Speaker: Kaan Turgut**
Kaan Turgut is a passionate tech professional who loves turning cutting-edge ideas into reality. As a Hybrid Cloud Solution Architect with deep expertise in the cloud, DevOps and AI, Kaan thrives on designing scalable cloud solutions, building smart AI-driven applications, and streamlining development workflows. His mission? Helping organizations unlock the full potential of the cloud to drive innovation and growth.
But Kaan’s impact goes beyond code and infrastructure. He’s a huge believer in the idea that “you get as much as you give.” That’s why he’s always sharing his knowledge with the tech community—whether it’s through mentoring up-and-coming developers, hosting hands-on workshops, or speaking at industry events. He’s even on YouTube, sharing tips, tutorials, and insights to help others grow. For Kaan, it’s all about making a meaningful impact on the ecosystem and the lives of those around him.
Want to explore how cloud and AI can transform your business? Or just swap ideas and stories? Reach out to Kaan—he’d love to connect!
**Schedule:**
6:00 - 6:30 - Meet 'n Greet with Pizza and Pop
6:30 - 6:45 - Introduction and Welcome
6:45 - 7:45 - Main Presentation
7:45 - 8:00 - Closing and Prize Draw (You're not going to want to miss this prize!!)
8:00 - ? - (Optional - whoever would like to join) Continue our conversations at Bar 6ix, 201 City Centre Drive (3 minute walk)
**Where to Find Us**
Room 204 in the Hazel McCallion Central Library. 2nd Level.
**Parking**
There is a parking garage under the library. Parking is free from 6PM on.
AI Pitch Night: From Idea to Seed
**RSVP Link** - [https://luma.com/qhj60bys](https://luma.com/qhj60bys)
**TorontoAI Pitch Night** is an evening dedicated to early-stage founders building AI-driven startups who are looking to validate their ideas, sharpen their pitch, and connect with potential seed investors, angels, and ecosystem partners.
This event creates a safe, founder-first space where builders can present what they’re working on, get candid feedback, and start real conversations around funding, traction, and next steps.
What to Expect
* **Founder Pitches**
Selected early-stage startups (pre-seed to seed) will pitch their ideas, products, or MVPs to a live audience of investors, operators, and fellow founders.
* **Live Feedback & Q&A**
Each pitch is followed by constructive feedback from experienced investors, operators, and AI practitioners—focused on clarity, market fit, and execution.
* **Investor & Operator Presence**
The audience includes angel investors, VCs, startup advisors, and senior leaders from AI, cloud, data, and product organizations.
* **Networking with Purpose**
Stick around after the pitches to connect with investors, mentors, potential co-founders, and early customers.
Here’s a **clear, application-ready section** you can add to the event page or directly reuse in the **pitch application form**. It sets expectations without discouraging early founders.
***
## Who Can Pitch at TorontoAI Pitch Night
TorontoAI Pitch Night is focused on **early-stage, execution-oriented startups** that are actively working toward their first institutional or angel investment.
Eligibility Criteria
To apply for a pitch slot, startups must meet the following requirements:
1\. Stage & Funding Goals
* Early-stage startups (Pre-Seed to Seed)
* Actively raising a **seed round between $10K – $100K**
* Clear plan for how the initial capital will be used (product, GTM, hiring, infrastructure, etc.)
2\. Product Readiness
Applicants **must have at least one of the following**:
* A working **MVP**
* A live **demo**
* A functional **mockup or prototype** (Figma, clickable demo, recorded walkthrough, etc.)
> *Idea-only pitches without any form of prototype or demo will not be accepted.*
3\. Pitch Materials \(Required\)
Startups must submit:
* **Pitch Deck** (PDF or link)
Recommended: Problem, Solution, Market, Product, Traction, Business Model, Team, Ask
* **Product Demo / Mockup Link**
(Live URL, video demo, or design prototype)
* **Brief Startup Summary**
What you’re building, who it’s for, and why now
4\. Founder Commitment
* At least **one founder must be present** to pitch in person
* Founders should be prepared for **live Q&A and feedback**
5\. Focus Areas \(Preferred\, Not Mandatory\)
While all strong startups are welcome, preference may be given to teams building in:
* AI */ML* GenAI
* Data & Analytics
* Developer Tools
* Cloud & Infrastructure
* Healthcare, FinTech, Enterprise AI, or AI-powered SaaS
***
## Pitch Selection Process
* **All applications will be reviewed** by the TorontoAI organizing team
* Startups will be selected based on:
* Clarity of problem and solution
* Product readiness
* Market opportunity
* Founder insight and execution potential
* Selected teams will be notified prior to the event with pitch format and timing details
Google Build with AI Series (Waterloo) - Production-Ready Multimodal Agents
**Important:** Register on the [event website ](https://www.aicamp.ai/event/eventdetails/W2026022707)is required for admission.(RSVP is turned off on meetup)
**Description:**
Join Google Cloud for the agentic AI bootcamp to learn how to build production-ready AI and multimodal agents.
**The ‘Next’ – Capturing Innovation**
The era of the text-only chatbot is evolving. Focus on the bleeding edge of AI: Multimodality. We’ll explore how to build intelligent agents that can see, hear, and respond to the world in real-time, creating immersive experiences that feel more human than ever before.
**What to Expect:**
* \- Multimodal Gemini Agents: Coordinate agents to analyze video and audio while maintaining character consistency across multi\-turn image generation\.
* \- Intelligence Beyond RAG: Move past simple retrieval with hybrid search\, context engineering\, and multi\-agent pipelines\.
* \- Real\-Time Live Interaction: Build low\-latency\, interruptible agents that "see" and "hear" using the Gemini Live API and bidirectional streaming\.
**Who Should Attend?**
This hands-on workshop is designed for software developers, data scientists, and AI practitioners who have some experience building applications or working with models, and are looking to productionize them. To get the most out of the labs, you should have foundational knowledge of a programming language like Python and be comfortable using the command-line interface. While expertise is not required, a basic understanding of Cloud computing concepts, web APIs, and containerization technology like Docker will be highly beneficial.
To participate, you must bring your own laptop and power cable. The activities are intended for laptops and cannot be completed on a tablet or phone.
Venue: Waterloo, Canada (register full the full address)
Beyond Copilot: Agentic Java Development with Claude Code - Victor Szoltysek
Most Java developers have tried AI-assisted coding through chat interfaces or inline autocomplete. Useful — but limited.
In this talk, we’ll explore the next step: agentic Java development using Claude Code. Instead of treating AI as a smarter text box, we’ll look at what changes when the model can reason across files, plan multi-step changes, interact with tools, and operate closer to how real developers work.
This will be a practical, experience-driven session focused on:
• How agentic coding differs from ChatGPT-style prompting and traditional Copilot usage
• Where Claude Code fits (and where it doesn’t) in real Java projects
• How tools, context, and workflows matter more than “prompt tricks”
• How to avoid unstructured vibe coding while still moving faster
No prior experience with agentic tools is required. The goal isn’t to sell a silver bullet — it’s to help Java developers understand what’s genuinely new, what’s hype, and how these tools can be used responsibly in real-world codebases.
**About the venue**
Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk.
**Speaker Bio**
Victor Szoltysek is a seasoned consultant and technologist, currently at RAVL, where he helps clients eliminate the inefficiencies of undifferentiated heavy lifting and focus on building solutions that drive real business value for their customers. With a career spanning notable organizations like Accenture, Pivotal, and ThoughtWorks, as well as numerous startups, Victor brings a wealth of experience in cloud transformations, DevOps enablement, and Agile software development.
A dedicated Java enthusiast with a sharp eye for cutting-edge technologies, Victor’s work frequently intersects with AWS, where he strives to streamline workflows and help teams leverage the cloud without unnecessary complexity. Recently, he’s also ventured into the dynamic world of artificial intelligence, exploring ways to make programming more engaging, efficient, and rewarding.
Victor is known for his humorous and sometimes controversial presentation style, ensuring lively discussions and thought-provoking takeaways. His disdain for overly complex tech solutions drives his mission to simplify the way we build and deploy software. Whether he’s sharing insights about Java, AWS, or AI, Victor’s talks are as energizing and satisfying as your favorite cup of coffee. Don’t miss his unique blend of wit, wisdom, and deep technical expertise at our meetup!
Toronto GoGeomatics February Networking Social
January's snow storm might have killed our vibe, but we are back! Join GoGeomatics Toronto for our first networking social of 2026!
These monthly socials are a chance to network with other students and professionals in the geomatics field to chat GIS, data, remote sensing, surveying and more in a casual atmosphere.
Feel free to bring friends and colleagues along - we're eager to welcome everyone back for a fantastic evening! This is a free event.
Please RSVP to let us know you're attending.
Mob Programming at Mofer Coffee
Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together.
Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions.
If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming!
Want to learn by watching how others code and solve problems? Join someone else’s project at this event!
Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event!
**Discord**:
We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event!
https://discord.gg/Da9fZFxPfs
**Event policy**:
* We have 0 tolerance for harassment.
* We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets.
* The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do.
* Please buy a drink, and tip the barista well.
Data Architecture Events Near You
Connect with your local Data Architecture community
Industry Tech Talk + Q&A
Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm!
We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry.
If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss.
Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!
Building Agents with Microsoft Foundry
We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.
Spec-Driven Development with GitHub Spec-Kit - Barret Blake
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
*Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation*
Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification.
You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written.
This talk will cover:
--What spec-driven development is (and what it isn’t)
--How GitHub Spec-Kit fits into modern developer workflows
--Using specs to align product, engineering, and AI-assisted development
--Real-world examples of turning specs into implementations with confidence
Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects.
**YouTube Link**
TBA
Level Up Your AI Game with Google Gemini ! ⚡
Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production.
We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike.
**The Lineup:**
**11:00 AM \|** **Getting Started with Google Gemini**
Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy)
Focus: A walk-through of Gemini and multimodal models to boost daily productivity.
**11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI**
Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy)
Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI.
**The Perks:**
Exclusive GDG Swag for attendees!
Pizza & Soft Drinks (for in-person guests).
Networking & Q&A with local industry leaders.
**Meeting Link:**
meet.google.com/wia-ygtn-fmc
Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/
See you there!
This is a hybrid event.
Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/
or in person at:
Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077
***
***
**About the Speakers :**
**Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador
In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases.
**Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\)
Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE.
Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform.
Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer.
**Hosted By :**
Vaidehi Tripathi, GDG Organizer
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space.
No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving.
If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share.
Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.transformlabs.com/services)
COhPy Monthly Meeting
**NEW LOCATION: Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
* 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
* 6:30 to 8:00 pm. Main meeting and presentation(s).
Lonnie Morgan will be presenting information about the DLT Library.
"The Python library `dlt` provides a powerful [REST API toolkit](https://dlthub.com/docs/dlt-ecosystem/verified-sources/rest_api/basic) to ingest data. Combined with our [LLM scaffolds](https://dlthub.com/workspace) and [MCP server](https://dlthub.com/docs/hub/features/mcp-server), you can build a custom connector for any of the 8k+ available sources in 10 minutes by following this guide. Building with LLMs is an iterative process. We will follow this general workflow and give practical tips for each step."
See Our [Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing)
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com
Columbus HUG February
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/









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