Financial Engineering

Let's meet at the CNC meetup on Tuesday, March 10th, 2026, at 15:00 CET. **Location:** VSHN Tower, 8th floor, Neugasse 6, 8005 Zürich **Agenda:** Would you like to speak at this event? Contact us at [https://cnc-meetup.ch](https://cnc-meetup.ch)! Guidelines: * All sessions are held in English. * No product or sales pitches are allowed. * All projects showcased should be open source. * We cannot cover travel costs, but we welcome speakers from other regions. * We're seeking more diversity among our speakers: underrepresented groups are welcome! 14:30 – Door Opening 15:00 – Welcome, Intro, & Announcements 15:05 – TLS Hot Reload, Janne Kataja (SIX) 15:30 – 5 minutes pause 15:35 – Cloud-Native Application Definition and Delivery with OAM and KubeVela, Raffael Klingler (AXA) 16:00 – 5 minutes pause 16:05 – From Problem to Production: DevOps for AI with Kubeflow, Fabrizio Lazzaretti (Wavestone) and Marco Crisafulli (enki) 16:30 – 5 minutes pause 16:35 – Bye-bye Ingress-NGINX, hello Gateway API, Urs Zurbuchen (Airlock) 17:00 – Final words, networking & apéro TLS Hot Reload, Janne Kataja (SIX) Learn how to minimize disruptions caused by TLS certificate rotations by enabling hot reloading in your application. In Kubernetes, TLS certificates are typically stored in Secrets and mounted into pods. When a Secret is updated, for example, due to certificate rotation by cert-manager, Kubernetes updates the projected secret volume. Hot reload mechanisms detect these file changes and reload TLS certificates without restarting the pod. This enables live certificate rotation, maximizes availability, and reduces operational risk associated with restarts. The approach makes shorter-lived TLS certificates operationally viable. Janne is a Cloud Platform Engineer at the SIX Group, where he builds cloud platforms and services for the financial community. Originally from Finland, he now lives in Baar, Zug. Opinions are his own. Cloud-Native Application Definition and Delivery with OAM and KubeVela, Raffael Klingler (AXA) What if developers could focus on their applications instead of the platform beneath them? The Open Application Model (OAM) makes this possible by shifting the focus from containers and orchestrators to applications themselves. Instead of wrangling low-level Kubernetes manifests, developers define applications using modular, reusable building blocks. KubeVela brings this model to life, rendering abstract definitions into deployable resources. In this session, we'll explore how OAM enables application-centric definitions and see KubeVela in action. You'll see an application evolve from a simple definition to a sophisticated setup with cloud-managed services and GitOps integration. Raffael Klingler is a Platform Engineer at AXA Switzerland, where he helps development teams ship software faster and more reliably. He recently completed his Master's thesis on Internal Developer Platforms, diving deep into OAM, KubeVela, and the challenge of making application delivery less painful. When not wrangling Kubernetes manifests, he's probably thinking about how to make developers' lives easier. From Problem to Production: DevOps for AI with Kubeflow, Fabrizio Lazzaretti (Wavestone) and Marco Crisafulli (enki) Despite massive investments in AI, most enterprise AI initiatives fail to reach production — not because of model quality, but because of fragmentation among data science, platform engineering, and business teams. MLOps addresses this challenge by applying DevOps principles to machine learning, and Kubeflow has emerged as a de facto open platform for operationalizing these practices in cloud-native environments. In this talk, we explore how Kubeflow enables collaboration, automation, and repeatability across the entire ML lifecycle, from requirements gathering and experimentation to deployment and continuous improvement. Using a real end-to-end example, we’ll demonstrate how Kubeflow Pipelines, training workflows, and integration with the CNCF ecosystem help teams move beyond ad-hoc experimentation toward production-grade AI systems. Attendees will see how a vendor-neutral Kubeflow-based MLOps architecture supports multi-cloud deployments, enforces operational best practices, and creates continuous feedback loops between stakeholders. Whether you are introducing MLOps for the first time or refining an existing platform, this session provides practical insights into using Kubeflow to turn AI from a research activity into a sustainable business capability. Fabrizio Lazzaretti is a Managing Consultant at Wavestone and CNCF Ambassador who bridges cutting-edge cloud-native technologies with enterprise architecture. As maintainer of the CloudEvents Rust SDK and co-author of "Crafting Great APIs with Domain-Driven Design," he brings deep expertise in event-driven architecture and microservices to complex challenges. With over 10 years of experience in software architecture, development, and DevOps, he currently drives architectural transformation and AI initiatives across sectors, connecting business and IT through collaborative API design. Marco Crisafulli is the co-founder of enki, a Swiss machine learning company focused on training, consulting, and implementing practical ML use cases for Swiss enterprises. With a strong background in enterprise software and cloud-native infrastructure, he specializes in MLOps, Kubernetes, and production-grade ML platforms, and has deep hands-on experience with Kubeflow. He works closely with organizations to bridge the gap between experimentation and reliable ML systems in production, helping teams operationalize ML at scale. Bye-bye Ingress-NGINX, hello Gateway API The Kubernetes ecosystem is undergoing a major transformation as the legacy Ingress model, long dominated by the NGINX Ingress Controller, reaches its limits and faces discontinuation. This talk explores why the Kubernetes Gateway API is emerging as the new standard for security and architecture. We'll dive into the shortcomings of traditional Ingress (including "annotation hell" and recent security vulnerabilities) and highlight the architectural and operational advantages of Gateway API. Finally, we will present a few options on how you can move forward and implement a new solution. Urs Zurbuchen is a Senior Security Consultant at Airlock. As an engineer and consultant for the design and implementation of IT security solutions, he is familiar with the requirements for secure digitalisation processes. Urs has more than 20 years of experience in designing and integrating web application security solutions (web application firewall, authentication, single sign-on, access control) as well as in designing and implementing identity & access management projects (user management, authorisation management, processes, provisioning). Mr Zurbuchen can advise on the conception of non-technical topics such as organisation, guidelines, compliance requirements and regulations, as well as on the implementation of application and system architecture audits. The event will be recorded and made available on VSHN's YouTube channel: [https://vshn.tv](https://vshn.tv). Subscribe to stay notified of updates. We expect all participants to abide by VSHN's Conference Code of Conduct: [https://www.vshn.ch/en/code-of-conduct/](https://www.vshn.ch/en/code-of-conduct/) If you would like to share your cloud-native projects at the CNC Switzerland meetup events or sponsor future events, just send us your talk suggestion here: https://cnc-meetup.ch. We look forward to hearing from you!

**Come join us for the** **Beginner** **Street Dance Class** and discover Hip Hop, Commercial, Street Jazz, and more, learn useful moves, and get more confidence on a dance floor! Your teacher - **Nat ([@nat.so.fun](http://@nat.so.fun))** will guide you through all the steps, help you better understand the music, and groove with you to the best tracks. After the class, we'll head to the bar next door to chat, laugh, and relax together. **Come and vibe with us!** Don't get discouraged by the number of people on the event page. **Our weekly crew ranges from 10 to 25 amazing humans**—regulars, first-timers, and those who skip the ‘going’ button but never miss a class 😉 [Check out what the class looks like here!](https://www.instagram.com/reel/DK14dCKq9Tv/?utm_source=ig_web_copy_link&igsh=MXNtemlvcGR1Y3F3dw==) **Booking is mandatory!** To ensure your participation in the class, it is mandatory to book a spot in advance. Please **visit the studio's website to book the class:** [BOOK HERE!](https://www.thevibedance.ch) *Rates?* **Single Class:** CHF 28 *Link to purchase*: [Book Here!](https://thevibedance.simplybook.it/v2/#packages) *When?* **TUESDAY** 19:30 \- 20:30 \| Beginner Dance Class \+ after training drinks *Where?* **The Vibe Dance Studio** Hohlstrasse 488 8048 Zürich \~3 min from Altstetten Train Station and 15 min from HB *More info:* Website [thevibedance.ch](https://www.thevibedance.ch) Instagram [[@nat.so.fun](http://@nat.so.fun)]([https://www.instagram.com/nat.so.fun/](https://www.instagram.com/nat.so.fun/)) and [[@thevibedance.ch](http://@thevibedance.ch)]([https://www.instagram.com/thevibedance.ch?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==](https://www.instagram.com/thevibedance.ch?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==)) **Have a question? DM us on Instagram or Contact us via Whatsapp:** +41 78 329 71 77 **See you on the dance floor!**

Let's get together for the next TechTalkThursday to learn new things and share experiences! 17:30 Door opening 18:00 **Intro** – Thomas Hug, CEO & Founder of Nine \~ 18:05 **One Platform, Any Scale: Roche Linux** – Karol Swiderski (Principal Solutions Engineer at Roche) \~ 18:30 **A Few Quirks About MCP** – Thimo Koenig (Co-Founder & CTO at tekkminds) \~ 19:00 **Agentic Engineering: How To Use AI As Peer (DevOps) Programmer With Context, MCP, Prompts, Rules and Workflows** – Jonas Felix (Coach & Co-Founder at letsboot.ch) \~ 19:30 Snacks & Drinks Have we aroused your interest? Then please register! We look forward to meeting you! You can also watch this event's livestream on YouTube: https://www.youtube.com/watch?v=B9_weIWteGA

**Shake off the week at the Reggaeton Beginner Class at The Vibe!** Whether you’ve never danced before or just want to move your body and have a good time, this class is all about good energy, Latin beats, and letting loose. Expect empowering Reggaeton grooves, body rolls, confidence-boosting combos, and a whole lot of fun — no pressure, no judgment, just pure VIBES! Your teacher Nat ([@nat.so.fun](http://@nat.so.fun)) will guide you through all the steps, help you feel the rhythm in your body, and hype you up from start to finish! *Don’t be fooled by the number of people on the event page — our weekly crew ranges from 10 to 20 amazing humans: first-timers, regulars, and a few silent fans who never mark “going” but always show up 😉* \*\*\* ### **Booking is mandatory!** To secure your spot, please book in advance via our website: [BOOK HERE](https://www.thevibedance.ch/schedule) \*\*\* ### **Rates** 💃 **Single Class:** CHF 28 or check out our **Starter Pack deal with 2-class** for CHF 35 \*\*\* ### **When?** **TUESDAY** **18:30 – 19:30 \| Beginner Reggaeton** \*\*\* ### **Where?** **The Vibe Dance Studio** Hohlstrasse 488 8048 Zürich (Just 3 minutes from Altstetten Train Station and 15 min from HB) \*\*\* ### **More info:** 🌐 [thevibedance.ch](https://thevibedance.ch/) 📸 Instagram: [[@nat.so.fun](http://@nat.so.fun)]([https://www.instagram.com/nat.so.fun](https://www.instagram.com/nat.so.fun)\) \| \[[@thevibedance.ch](http://@thevibedance.ch)]([https://www.instagram.com/thevibedance.ch](https://www.instagram.com/thevibedance.ch)) Got questions? Just text or call: 📞 +41 78 329 71 77 \*\*\* **See you on the dance floor – let’s Reggaeton together!** 💥🫶💃

Come and experience the infamous DC4131 hacker meetup vibe! 👾🍻 Please find more event specific info's on our **[webpage](https://www.beerontuesday.ch/)**. If you have any location specific questions, reach out to the local BoT Master, otherwise please don't hesitate to contact the board through our **[website](https://www.defcon-switzerland.org/)**. Did someone say **SWAG?! –** That’s right baby, we are back with our refreshed swag shop, where you can now again purchase the latest and sexiest DC4131 Swag – All options and details are here: **[DC4131 Swag Shop](https://industryink.co.uk/collections/defcon)** We are also on **[Discord](https://discord.gg/Q3KXn5u)**[ ](https://discord.gg/Q3KXn5u):) Come say hi!

**Kickstart your week at the Intermediate Commercial Class at The Vibe!** Whether you’ve never danced before or just want to move your body and have a good time, this class offers a dynamic mix of **urban dance styles**, including Street Jazz, New Style Hip Hop, and other contemporary street influences. The choreography is set to an energetic playlist featuring **EDM** (Electronic Dance Music) and **Latin Pop**, creating an upbeat and motivating atmosphere. Your teacher Fer ([@ferriveromusic](https://www.instagram.com/ferriveromusic/#)) will guide you through all the steps, help you feel the rhythm in your body, and hype you up from start to finish! **Booking is mandatory!** To secure your spot, please book in advance via our website: [BOOK HERE](https://thevibedance.simplybook.it/v2/#book) *Rates?* 💃 **Single Class:** CHF 28 check out our **Starter Pack deal with 2-class** for CHF 35 *When?* **TUESDAY** 20:30 – 21:30 \| Intermediate Commercial Dance ### *Where?* **The Vibe Dance Studio** Hohlstrasse 488 8048 Zürich (Just 3 minutes from Altstetten Train Station and 15 min from HB) **More info:** 🌐 [thevibedance.ch](https://thevibedance.ch/) 📸 Instagram: [@ferriveromusic ](https://www.instagram.com/ferriveromusic) [@thevibedance.ch](https://www.instagram.com/thevibedance.ch) Got questions? DM us on Instagram or text or call: 📞 +41 78 329 71 77 **See you on the dance floor – let’s dance together!** 💥🫶💃

Wir sprechen über unsere Coachingng Erfahrungen. Was wir erlebt haben als Klienten aber auch als Coach (falls wir selbst in diesem Feld tätig sind). Der Austausch soll dabei helfen die eigenen Erfahrungen neu zu reflektieren und somit neue Inspiration und Ideen bringen. Vielleicht ergeben sich auch Synergien an die wir bisher nicht gedacht hatten.

## (Lesson 2) ## What to expect Project Equilibrium is an in-person introduction to disciplined, rule-based trading automation. This first event is designed to be clear, practical, and approachable no hype, no pressure, and no prior technical background required. ### Why we meet (two-session structure) This meetup is structured as **two lessons**: **Lesson 1 — The “Why” (mindset + framework)** * What Project Equilibrium is (and what it is not) * Why we focus on process, rules, and execution discipline * What “24/7 execution” means in practice * Q&A and open discussion **Lesson 2 — The “How” (step-by-step setup)** * A simple walkthrough of the basic tools you need * Step-by-step guidance to install and prepare the required exchange apps/accounts * A clear checklist to be ready for future sessions (You won’t be left alone—everything is explained calmly and in order.) ### What to bring To make the second lesson smooth, please bring: * **A smartphone** (for authentication and exchange app setup) * **A laptop** (for the setup steps and configuration) If you only have one device, you can still join Lesson 1. The setup lesson is simply easier with both. ### Who this is for * People curious about algorithmic execution and portfolio discipline * Beginners who want a structured approach * Experienced traders who want more consistency and less stress ### Agenda * Welcome + introductions * Lesson focus of the day (Why / How) * Guided walkthrough (where applicable) * Q&A + next steps ### How to find the group * Arrive a few minutes early and look for the **Project Equilibrium** group. * I will be there to welcome attendees if you’re unsure, simply ask the venue staff for the Meetup group name.

**Join the House Beginner Class at The Vibe!** Whether you’ve never danced before or just want to move your body and have a good time, discover the soulful, rhythmic style of House Dance! This beginner class teaches foundational footwork, grooves, and freestyle moves to classic house music. No experience needed—just your energy and good vibe! Your teacher Mike [(@mrbredydff](https://www.instagram.com/mrbredydff?igsh=M3ozeWRvNW5zN2pu)) will guide you through all the steps, help you feel the rhythm in your body, and hype you up from start to finish! *Don’t be fooled by the number of people on the event page — our weekly crew ranges from 10 to 20 amazing humans: first-timers, regulars, and a few silent fans who never mark “going” but always show up 😉* **Booking is mandatory!** To secure your spot, please book in advance via our website: [BOOK HERE](https://thevibedance.simplybook.it/v2/#book) *Rates?* 💃 **Single Class:** CHF 28 or check out our **Starter Pack deal with 2-class** for CHF 35 *When?* **THURSDAY** 18:30 – 19:30 \| Beginner House ### *Where?* **The Vibe Dance Studio** Hohlstrasse 488 8048 Zürich (Just 3 minutes from Altstetten Train Station and 15 min from HB) **More info:** 🌐 [thevibedance.ch](https://thevibedance.ch/) 📸 Instagram: [@mrbredydff](https://www.instagram.com/mrbredydff?igsh=M3ozeWRvNW5zN2pu) [@thevibedance.ch](https://www.instagram.com/thevibedance.ch) Got questions? DM us on Instagram or text or call: 📞 +41 78 329 71 77 **See you on the dance floor – let’s dance together!** 💥🫶💃

Hello Capitalists! This event is the meetup's regular gathering. Normally the event will be at the Insider Bar on Löwenstrasse, very near to the train station. https://www.insiderbar.ch/ We will start at 19:00. Please be constructive in your discussions, do not criticise other people's strategies and be open minded to new ideas. We're looking forward to seeing new people as well as the regulars. Thanks a lot! Andy

**Come join us for the** **Beginner** **Street Dance Class** and discover Hip Hop, Commercial, Street Jazz, and more, learn useful moves, and get more confidence on a dance floor! Your teacher - **Nat ([@nat.so.fun](http://@nat.so.fun))** will guide you through all the steps, help you better understand the music, and groove with you to the best tracks. After the class, we'll head to the bar next door to chat, laugh, and relax together. **Come and vibe with us!** Don't get discouraged by the number of people on the event page. **Our weekly crew ranges from 10 to 25 amazing humans**—regulars, first-timers, and those who skip the ‘going’ button but never miss a class 😉 [Check out what the class looks like here!](https://www.instagram.com/reel/DK14dCKq9Tv/?utm_source=ig_web_copy_link&igsh=MXNtemlvcGR1Y3F3dw==) **Booking is mandatory!** To ensure your participation in the class, it is mandatory to book a spot in advance. Please **visit the studio's website to book the class:** [BOOK HERE!](https://www.thevibedance.ch) *Rates?* **Single Class:** CHF 28 or check out our **Starter Pack deal** with 2-class for CHF 35 *Link to purchase*: [Book Here!](https://thevibedance.simplybook.it/v2/#packages) *When?* **SATURDAY** 11:00 \- 12:00 \| Beginner Dance Class *Where?* **The Vibe Dance Studio** Hohlstrasse 488 8048 Zürich \~3 min from Altstetten Train Station and 15 min from HB *More info:* Website [thevibedance.ch](https://www.thevibedance.ch) Instagram [[@nat.so.fun](http://@nat.so.fun)]([https://www.instagram.com/nat.so.fun/](https://www.instagram.com/nat.so.fun/)) and [[@thevibedance.ch](http://@thevibedance.ch)]([https://www.instagram.com/thevibedance.ch?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==](https://www.instagram.com/thevibedance.ch?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==)) **Have a question? DM us on Instagram or Contact us via Whatsapp:** +41 78 329 71 77 **See you on the dance floor!**

The 4th edition of the Switzerland dbt Meetup and the second one in lovely Zurich! 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. 🤝 **Organizer:** Education First is organizing this event, enabled by the community team at dbt Labs 📍**Venue Host:** [Education First AG - Selnaustrasse 30, 8001 Zürich](https://www.google.com/maps/place/EF+Education+AG/@47.3711995,8.531678,1548m/data=!3m2!1e3!4b1!4m6!3m5!1s0x47900a010ab1eff3:0x94baf4132723c8ab!8m2!3d47.3711995!4d8.531678!16s%2Fg%2F1td5f0p1?entry=ttu&g_ep=EgoyMDI2MDIwNC4wIKXMDSoKLDEwMDc5MjA2N0gBUAM%3D) 🍕 **Catering:** Pizzas and drinks **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)** 🗓️ **Agenda** * 18:00 \| Welcome & registration * 18:30 \| Opening remarks & housekeeping * 18:45 \| What's new with dbt? * 19:00 \| First talk: “Breaking Down Silos: How Analytics Engineering Bridges Data and Software Engineering” by [Federico Colio](https://www.linkedin.com/in/federico-colio/) & [Alex Thwaites](https://www.linkedin.com/in/alexander-thwaites99/) *(Education First)* * 19:30 \| Second talk \- “Bridging Analytics and ML at Energie360: dbt\, AI Assistants\, and Domain Modeling in Energy” by [Magnus Struckmann](https://www.linkedin.com/in/magnus-struckmann/) *(Energie360)* * 20:00 \| Food\, Drinks and Discussions 🍕🍺 **EVENT DETAILS:** **The doors open at 6:00 pm. Presentations begin at 6:30 pm. Food and refreshments will be provided.** ➡️ Join the dbt Slack community: https://www.getdbt.com/community/ 🤝 For the best Meetup experience, make sure to join the #local-\ channel in dbt Slack ([https://slack.getdbt.com/](https://slack.getdbt.com/)). \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 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/)

**Join at the Beginner Dance Fusion 50+ Class at The Vibe!** Whether you’ve never danced before or just want to move your body and have a good time! Move, groove, and feel amazing! This class is specially designed for women 50+ who want to explore a mix of urban dance styles in a fun, welcoming, and supportive environment. No prior dance experience is needed. Each session focuses on easy-to-follow choreography, improving coordination, boosting energy, and encouraging self-expression. Most importantly, it’s all about enjoying movement, feeling confident, and connecting with a community of like-minded women. Join us and discover the joy of dancing, no matter your age! Your teacher Alessia ([@alessiasurova](https://www.instagram.com/alessiasurova?igsh=NzRua2g5NmpjdjJx)) will guide you through all the steps, help you feel the rhythm in your body, and hype you up from start to finish! *Don’t be fooled by the number of people on the event page — our weekly crew ranges from 10 to 20 amazing humans: first-timers, regulars, and a few silent fans who never mark “going” but always show up 😉* ### **Booking is mandatory!** To secure your spot, please book in advance via our website: [BOOK HERE](https://www.thevibedance.ch/schedule) ### *Rates?* 💃 Single Class: CHF 28 check out our **Starter Pack deal with 2-class** for CHF 35 ### *When?* **THURSDAY** 19:30 – 20:30 \| Beginner Dance Fusion 50\+ Class *Where?* **The Vibe Dance Studio** Hohlstrasse 488 8048 Zürich (Just 3 minutes from Altstetten Train Station and 15 min from HB) ### **More info:** 🌐 [thevibedance.ch](https://thevibedance.ch/) 📸 Instagram:[ @alessiasurova](https://www.instagram.com/alessiasurova?igsh=NzRua2g5NmpjdjJx) [@thevibedance.ch](https://www.instagram.com/thevibedance.ch) Got questions? Dm us on [Instagram](@thevibedance.ch), text or call: 📞 +41 78 329 71 77 **See you on the dance floor – let’s dance together!** 💥🫶💃

**Alle Infos zum Event in Bern / All information about the event in Bern:** **https://www.meetup.com/iota-bern/** Wir sind der grösste IOTA stammtisch der Schweiz und sind damit auch einer der grössten regelmässigen Altcoin meetups . **Der offizielle IOTA Bern Stammtisch findet immer am 2. Freitag des Monats um 18:00Uhr statt.** Der IOTA Bern Stammtisch wurde ins Leben gerufen, damit sich die IOTA / Krypto Community regelmäßig treffen kann, um über aktuellen Entwicklungen zu diskutieren und philosophieren. Auch wenn du noch nicht viel über Kryptos und IOTA weisst, bist du bei uns herzlich willkommen! Lerne mehr über IOTA & Kryptos indem du dich bei einem kalten Bier und/oder einem guten Essen mit Krypto-Ethusiasten, Trader & Investoren, Entwicklern und Unternehmern austauschst. ####################### ENGLISH ####################### We are the largest "IOTA stammtisch" in Switzerland and are also one of the largest regular Altcoin meetups. **The official "IOTA Bern Stammtisch" always takes place on the 2nd Friday of the month at 18:00 CEST.** The "IOTA Bern Stammtisch" was created so that the IOTA / crypto community can meet regularly to discuss and philosophize about current developments. Even if you don't know much about cryptos and IOTA yet, you are welcome to join us! Learn more about IOTA & cryptos by exchanging ideas with crypto enthusiasts, traders & investors, developers, and entrepreneurs over a cold beer and/or a good meal.

FREE meetup. Register HERE 🎟️- https://www.eventbrite.com/e/unlocking-retirement-capital-flips-wholesales-private-money-strategies-tickets-1983411263481?aff=cicmeetupapp **Unlocking Retirement Capital: Flips, Wholesales & Private Money Strategies in Self-Directed Accounts** **Featuring Guest Speaker:** Amanda Holbrook (Specialized Trust Company) **Hosted by:** Columbus Investors Club ### **Event Description** Most people think retirement accounts are passive. That they’re “for later.”That you can’t touch them. That real estate and retirement money don’t mix. They’re wrong. This meetup is about how investors use **Self-Directed IRAs and Solo 401(k)s** to put retirement capital to work…**buying real estate, funding deals, and even raising private money** (the right way). ### **Featured Guest Speaker: Amanda Holbrook** We’re excited to welcome **Amanda Holbrook of Specialized Trust Company** to break this down clearly and practically…so you understand what’s allowed, how it works, and what to avoid. ### **What You’ll Learn** Amanda will walk through: **Flip inside a Self-Directed IRA or Solo-401(k)** * How to structure the deal correctly * How expenses must be handled * When UBIT may apply **Wholesale within a retirement account** * How assignments work * What type of income it creates **Use OPM (Other People’s Money) to scale** * How investors raise private money from Self-Directed IRAs * How to structure notes properly * How to fund deals inside **and** outside your own retirement account ### **The Core Idea** There is a lot of capital sitting in retirement accounts. This session shows you how real estate investors unlock it **without guessing, winging it, or accidentally creating a compliance mess.** ### **Who This Event Is For** * Investors flipping or wholesaling who want to understand self-directed rules * Anyone raising private money (or wanting more capital sources) * People with retirement funds who want them working harder than stocks/mutual funds ### **Event Details** **Location:** Ohio Brewing Company – 421 E 2nd Ave, Columbus, OH 43201 **Date & Time:** Thursday, March 26th, 6–8 PM *(Doors open at 5:30)* **Cost:** Free *(Seats are limited — RSVP required)* **Food:** Free food included **FREE meetup. Register HERE** 🎟️- https://www.eventbrite.com/e/unlocking-retirement-capital-flips-wholesales-private-money-strategies-tickets-1983411263481?aff=cicmeetupapp *Disclaimer: This event is for educational purposes only and is not legal, tax, or investment advice.*

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.

**💥 Join us THIS Saturday and EVERY Saturday!** **💥 At Columbus’ Hottest New Salsa Venue!** **.** Lincoln Street Salsa THIS Saturday and EVERY Saturday! 8 pm – 1 am **.** **💥 Gorgeously Renovated Studio!** **💥 Free Parking!** **💥 BYOB!** **💥 Easy Access from Highway!** **.** Lincoln Street Salsa 1717 Brice Rd Reynoldsburg, Ohio 43215 **.** **ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING** **Behind Anthony’s Pharmacy!** **.** **PLEASE SHARE and help get the word out!** **.** **🟣 Salsa, Bachata, and Merengue Dancing!** **.** **🟣** 8:00 pm – 8:30 pm **𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻** **.** **🟣** 8:30 pm – 9:30 pm **𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!** **.** **🟣** 9:30 pm – 1 am **𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!** **.** **✅ Questions?** **Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)** Or Text Todd: 614-774-8146 **.** **✅ No Experience Necessary!** **✅ No Partner Required!** **✅ Plenty of People to Dance With!** **.** **✅ $15 Cash / $16 Card** **✅ College Students $5 Off with Valid ID!** **✅ BYOB** **✅ Age 18+** **.** **✅ Lincoln Street Salsa is the perfect place for…** **.** **👉 Learning to Dance** **👉** Social Dancing **👉 Birthday Celebration** **👉** Bachelorette Parties **👉 Girl’s Night Out** **👉 Date Night** **👉** Getting Fit / Burning Calories **👉 Meeting New People** **👉** Having Fun, Fun, Fun! **.** ✅ **Questions?** Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/) Or Text Todd: 614-774-8146

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

💥 𝐋𝐢𝐧𝐜𝐨𝐥𝐧 𝐒𝐭𝐫𝐞𝐞𝐭 𝐒𝐚𝐥𝐬𝐚 💥 𝐅𝐞𝐚𝐭𝐮𝐫𝐢𝐧𝐠: 💥 𝐋𝐢𝐯𝐞 𝐒𝐚𝐥𝐬𝐚 𝐁𝐚𝐧𝐝: 𝐀𝐥 𝐒𝐨𝐧 𝐃𝐞𝐥 𝐈𝐲𝐚! . 💥 𝐒𝐚𝐭𝐮𝐫𝐝𝐚𝐲, 𝐌𝐚𝐫𝐜𝐡 𝟏𝟒 💥 𝟖 𝐩𝐦 – 𝟏 𝐚𝐦 . 🟣 Salsa, Bachata, and Merengue 🟣 Dancing All Night Long! . 👉 𝐁𝐮𝐲 𝐄𝐚𝐫𝐥𝐲 𝐁𝐢𝐫𝐝 𝐓𝐢𝐜𝐤𝐞𝐭𝐬 𝐍𝐎𝐖 𝐚𝐭: [https://columbussalsadancing.com/live-salsa-band-tickets-early/](https://columbussalsadancing.com/live-salsa-band-tickets-early/) . Lincoln Street Salsa 1717 Brice Rd Reynoldsburg, Ohio 43068 . 🟣 𝐑𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 8:00 pm – 8:30 pm . 🟣 𝐁𝐞𝐠𝐢𝐧𝐧𝐞𝐫 𝐃𝐚𝐧𝐜𝐞 𝐋𝐞𝐬𝐬𝐨𝐧! 8:30 pm – 9:30 pm . 🟣 𝐎𝐩𝐞𝐧 𝐃𝐚𝐧𝐜𝐞 𝐏𝐚𝐫𝐭𝐲 𝐖𝐢𝐭𝐡 𝐋𝐢𝐯𝐞 𝐒𝐚𝐥𝐬𝐚 𝐁𝐚𝐧𝐝! 9:30 pm – 1:00 am . ✅ Cover Includes Dance Lesson and/or Party! . 👉 𝐁𝐮𝐲 𝐄𝐚𝐫𝐥𝐲 𝐁𝐢𝐫𝐝 𝐓𝐢𝐜𝐤𝐞𝐭𝐬 𝐍𝐎𝐖 𝐚𝐭: [https://columbussalsadancing.com/live-salsa-band-tickets-early/](https://columbussalsadancing.com/live-salsa-band-tickets-early/) . 👉 $𝟐𝟓 𝐄𝐚𝐫𝐥𝐲 𝐁𝐢𝐫𝐝 𝐓𝐢𝐜𝐤𝐞𝐭𝐬 (𝐄𝐧𝐝𝐬 𝟑/𝟏𝟒 @ 𝟓 𝐩𝐦!) . 👉 $𝟑𝟎 𝐀𝐭 𝐭𝐡𝐞 𝐃𝐨𝐨𝐫 . ✅ 𝐍𝐨 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐍𝐞𝐜𝐞𝐬𝐬𝐚𝐫𝐲! ✅ 𝐍𝐨 𝐏𝐚𝐫𝐭𝐧𝐞𝐫 𝐑𝐞𝐪𝐮𝐢𝐫𝐞𝐝! ✅ Always Other People to Dance With! ✅ Singles, Couples, Beginners, and Pros Welcome! . ✅ BYOB ✅ 18+ . ✅ 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬? 𝐕𝐢𝐬𝐢𝐭: LincolnStreetSalsa.com 𝐎𝐫 𝐓𝐞𝐱𝐭 𝐓𝐨𝐝𝐝: 𝟔𝟏𝟒-𝟕𝟕𝟒-𝟖𝟏𝟒𝟔 . 👉 𝐁𝐮𝐲 𝐄𝐚𝐫𝐥𝐲 𝐁𝐢𝐫𝐝 𝐓𝐢𝐜𝐤𝐞𝐭𝐬 𝐍𝐎𝐖 𝐚𝐭: [https://columbussalsadancing.com/live-salsa-band-tickets-early/](https://columbussalsadancing.com/live-salsa-band-tickets-early/) .

Is your business taking more of your time than you would like? [Rob Young](https://www.linkedin.com/in/cinci-robyoung/) principal at [Stage 3 Group](https://www.linkedin.com/company/stage-3-group/), hosts this workshop series and is the author of Stage 3 Success. * Provides a framework and a playbook for leaders of emerging businesses * Reviews business management tools and techniques for scaling and maturing a business * How to recognize and leverage stories hidden in financial statements * How to implement financial and operational controls and use leading indicators to spot trouble before it occurs * How to manage your time for maximum effect * How to deal with nonperforming employees * How to create standard operating procedures throughout your organization Four sessions will include two hours of content and an optional 90-minute hands-on lab. Reserve your spot via this link: https://clintonvilleba.com/calendar/#!event/2026/3/20/chaos-to-clarity-to-control ($200 for non-CABA members.)