Scala

**dbt Meetups are networking events open to all folks working with data**! Talks predominantly focus on community members' experience with dbt, however, you'll catch presentations on broader topics such as analytics engineering, data stacks, data ops, modeling, testing, and team structures. **➡️** For the best meetup experience, [join dbt Slack Community](https://www.getdbt.com/community/join-the-community) and find us at the #local-taipei channel. Our goal: 服務自己，解決自己的問題 Serve ourselves. Resolve our problems. 鼓勵分享經驗、交流，多看原文，多與整個 dbt community 交流 Share experience and compares notes with local-taipei and the entire dbt slack community. Read official & original documents. Don't limit yourself to Chinese. **To attend, please read the Health and Safety Policy and Terms of Participation: [https://www.getdbt.com/legal/health-and-safety-policy](https://www.getdbt.com/legal/health-and-safety-policy)** 🏠 Location: Dcard office, [台北市大安區光復南路102號14樓](https://maps.app.goo.gl/frfqttZiZCFt5TSB6) (搭電梯到 Ｒ樓再往上走一層) ✅Agenda * 19:00 \~ 19:30 Entry 進場 + 自由交流 * 19:30 \~ 19:40 Opening 開場 + attendee intro * 19:40 \~ 20:00 Talks and QA * Take a picture 📸 !! * \~ 21:00 自由交流 dbt is the standard in data transformation, used by over 40,000 organizations worldwide. Through the application of software engineering best practices like modularity, version control, testing, and documentation, dbt’s analytics engineering workflow helps teams work more efficiently to produce data the entire organization can trust. Learn more: [https://www.getdbt.com/](https://www.getdbt.com/)

TBA- We will do lunch before the play too! Tickets are on sale now only $20.

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

Welcome, readers! Our March read is **_The Bean Trees by Barbara Kingsolver._** The story follows Taylor Greer, a young woman from rural Kentucky who leaves home for the West, only to find herself unexpectedly becoming the guardian of an abused Native American toddler named Turtle. In Tucson, Arizona, they form a makeshift family with a diverse group of people, including Guatemalan refugees and a single mother, exploring themes of motherhood, community, belonging, and finding hope in hardship. The story blends humor with serious issues, creating a story about finding family in unexpected places. Looking forward to discussing with everyone! We will meet at Zaftig Brewing Co in their event room in the back. We are welcome to bring in our own food, but **drinks must be purchased at the bar.** Happy reading! 📖

**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 **Abstract** TBD **YouTube Link** TBA

**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). Topic: Type Annotations with John Cassidy 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 Central OH Python at centralohpython@gmail.com

**💖 Online Speed Dating Evening – Newcomer Friendly – Toledo Singles Invited!** **🚨 ACTION NEEDED: RSVP Is Just the First Step!** To actually attend, you need to sign up through your age group link below and finish the personality quiz. **Places are capped** and we expect to fill up – register now! **👇 Select Your Age Group & Claim Your Place:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Toledo&groupurlname=rose-quartz-singles-collective&ar=18-32&face_v=7.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Toledo&groupurlname=rose-quartz-singles-collective&ar=30-46&face_v=7.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Toledo&groupurlname=rose-quartz-singles-collective&ar=40-58&face_v=7.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Toledo&groupurlname=rose-quartz-singles-collective&ar=55+&face_v=7.0) --- 🎉 **Up for something fresh from the comfort of your home?** Let's do this! Virtual speed dating is ideal for newcomers. Connect with like-minded local singles right from your own home – zero pressure, no packed venues, just authentic connections in a welcoming, safe space. 🎯 **Perfect for:** - Curious newcomers eager to give speed dating a shot - Anyone who's done with swiping and craves genuine conversation - Singles searching for authentic connections beyond the apps - People who find traditional dating nerve-wracking and want to start online **How It Works** 1. **Secure Your Place** – Choose your age range and finish the registration process. 2. **Take the Personality Quiz** – We’ll pair you with compatible Toledo singles for the best evening possible. 3. **Log In & Get Comfortable** – Join the Zoom call and let the evening begin. Your host handles all the logistics! 4. **Date from Home** – Have real, meaningful mini-dates with Toledo singles – all from your sofa. 5. **Discover Your Matches** – We’ll let you know about any mutual interest afterwards. The rest is up to you! **Event Details** - **Format:** Virtual via Zoom – relaxed, low-key from wherever you are - **Location:** No venue necessary – just a comfy chair and a solid internet connection - **Host:** Your personal guide for the evening – warm, supportive, and entertaining - **Vibe:** Fun, hosted conversations that make meeting Toledo singles a breeze - **Privacy:** Your contact details are never shared without mutual agreement - **Accessibility:** Join from any device – laptop, tablet, or mobile 💡 **Remember:** Everyone’s here to enjoy themselves. Relax, stay curious, and have fun! ⭐ *"I've recommended this to all my single friends. Such a fun, relaxed way to meet people."* – Returning attendee --- ✨ Newcomers always welcome. Join hundreds of Toledo singles who found connection online! 🥰 ✨

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