AI/ML

# 🚀 AiSec Eng Spain x Madrid DevOps x HackerDreams x Valkyrias 📅 **6 de mayo de 2026** 🕖 **18:00 (CEST)** 📍 **Lugar:** Fundación Juan XXIII-Roncalli 📍 **Dirección:** Av. Gran Vía del Este, 1, Vicálvaro, 28032 Madrid ## 🧠 Workshop ### 🎯 **Keeping Your Agents on a Leash: Agentic Guardrails, MCP Security, AI BOMs & Chatbot Red-Teaming** *** ### 👨‍💻 Ponente **Javier Garza** Developer Advocate en Snyk (San Francisco) *** ### 🧾 Mini-biografía Javier Garza es un evangelista tecnológico que ha escrito numerosos artículos sobre HTTP/2, seguridad y rendimiento web, y es coautor del libro de O'Reilly Media *Learning HTTP/2*. Ha participado como ponente en más de 30 eventos alrededor del mundo, incluyendo conferencias reconocidas como Velocity Conference, AWS re y PerfMatters Conference. Además, es el anfitrión del chapter **AI Security Engineers San Francisco Bay Area** dentro de la comunidad de Snyk. 💡 *Su lema:* “Comparte lo que aprendes y aprende lo que no sabes.” En su tiempo libre disfruta de entrenamientos exigentes y de hacer voluntariado con organizaciones sin ánimo de lucro. *** ### 📚 Descripción del workshop En este taller práctico centrado en IA aprenderás a: * 🔐 Programar de forma segura utilizando herramientas de *coding* con agentes de IA como Cursor AI code editor, Claude AI assistant, GitHub Copilot, entre otras. * ⚠️ Detectar riesgos como *tool poisoning*, inyecciones de *prompt* y vulnerabilidades en flujos MCP utilizando herramientas CLI. * 🛡️ Realizar *AI red teaming* contra sistemas de IA, endpoints de LLM y APIs para descubrir riesgos como *jailbreaks*, fuga de datos y comportamientos inseguros. *** ## 🌐 Comunidad 👉 Únete a Discord: [https://devseccon.io/discordcommunity](https://devseccon.io/discordcommunity) 📢 **Telegram:** * [https://t.me/hackerdreamsdcomm](https://t.me/hackerdreamsdcomm) * [https://t.me/hackbcn](https://t.me/hackbcn) * [https://t.me/+EQXjdGyWYPAotmLG](https://t.me/+EQXjdGyWYPAotmLG) * [https://t.me/xopsnoticias](https://t.me/xopsnoticias) * [https://t.me/xopshispano](https://t.me/xopshispano) 🐦 **X (Twitter):** * @hunters_flag * @hackerdreamsorg * @hackbcn * @xopsconference *** ## 🤝 Colaboración y patrocinio Si tu empresa quiere colaborar o patrocinar futuros eventos: 📩 **Email:** [info@hackerdreams.org](mailto:info@hackerdreams.org) 📝 **Formulario:** [https://forms.gle/JbBwUGY26fAeLqJ78](https://forms.gle/JbBwUGY26fAeLqJ78) 💸 **Donaciones:** * [https://www.paypal.com/donate/?hosted_button_id=8UHV5UN47J3DY](https://www.paypal.com/donate/?hosted_button_id=8UHV5UN47J3DY) * [https://bmc.link/hackerdreams](https://bmc.link/hackerdreams) *

# 🚀 AiSec Eng Spain x Madrid DevOps x HackerDreams x Valkyrias 📅 **6 de mayo de 2026** 🕖 **18:00 (CEST)** 📍 **Lugar:** Fundación Juan XXIII-Roncalli 📍 **Dirección:** Av. Gran Vía del Este, 1, Vicálvaro, 28032 Madrid ## 🧠 Workshop ### 🎯 **Keeping Your Agents on a Leash: Agentic Guardrails, MCP Security, AI BOMs & Chatbot Red-Teaming** *** ### 👨‍💻 Ponente **Javier Garza** Developer Advocate en Snyk (San Francisco) *** ### 🧾 Mini-biografía Javier Garza es un evangelista tecnológico que ha escrito numerosos artículos sobre HTTP/2, seguridad y rendimiento web, y es coautor del libro de O'Reilly Media *Learning HTTP/2*. Ha participado como ponente en más de 30 eventos alrededor del mundo, incluyendo conferencias reconocidas como Velocity Conference, AWS re y PerfMatters Conference. Además, es el anfitrión del chapter **AI Security Engineers San Francisco Bay Area** dentro de la comunidad de Snyk. 💡 *Su lema:* “Comparte lo que aprendes y aprende lo que no sabes.” En su tiempo libre disfruta de entrenamientos exigentes y de hacer voluntariado con organizaciones sin ánimo de lucro. *** ### 📚 Descripción del workshop En este taller práctico centrado en IA aprenderás a: * 🔐 Programar de forma segura utilizando herramientas de *coding* con agentes de IA como Cursor AI code editor, Claude AI assistant, GitHub Copilot, entre otras. * ⚠️ Detectar riesgos como *tool poisoning*, inyecciones de *prompt* y vulnerabilidades en flujos MCP utilizando herramientas CLI. * 🛡️ Realizar *AI red teaming* contra sistemas de IA, endpoints de LLM y APIs para descubrir riesgos como *jailbreaks*, fuga de datos y comportamientos inseguros. *** ## 🌐 Comunidad 👉 Únete a Discord: [https://devseccon.io/discordcommunity](https://devseccon.io/discordcommunity) 📢 **Telegram:** * [https://t.me/hackerdreamsdcomm](https://t.me/hackerdreamsdcomm) * [https://t.me/hackbcn](https://t.me/hackbcn) * [https://t.me/+EQXjdGyWYPAotmLG](https://t.me/+EQXjdGyWYPAotmLG) * [https://t.me/xopsnoticias](https://t.me/xopsnoticias) * [https://t.me/xopshispano](https://t.me/xopshispano) 🐦 **X (Twitter):** * @hunters_flag * @hackerdreamsorg * @hackbcn * @xopsconference *** ## 🤝 Colaboración y patrocinio Si tu empresa quiere colaborar o patrocinar futuros eventos: 📩 **Email:** [info@hackerdreams.org](mailto:info@hackerdreams.org) 📝 **Formulario:** [https://forms.gle/JbBwUGY26fAeLqJ78](https://forms.gle/JbBwUGY26fAeLqJ78) 💸 **Donaciones:** * [https://www.paypal.com/donate/?hosted_button_id=8UHV5UN47J3DY](https://www.paypal.com/donate/?hosted_button_id=8UHV5UN47J3DY) * [https://bmc.link/hackerdreams](https://bmc.link/hackerdreams) *

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Rise Commercial District 1509 Blatt Blvd Gahanna, Ohio 43230 Conference Room: Once inside building, conference room is down the left hallway

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.