Quantum Computing

## ☁️ AWS User Group Barcelona x bsport ### GitOps for Frontend & ElastiCache on AWS 📅 **Date:** Tuesday, May 12th 🕕 **Time:** 18:00 – 20:30 📍 **Location:** bsport office – Passatge de Tasso, 8, Barcelona *** We’re excited to announce a new **AWS User Group Barcelona meetup**, hosted by **bsport**, where we’ll explore **real-world architectures and scaling strategies on AWS**. This session will focus on **practical implementations**, featuring live demos and insights from engineers working in production environments. *** ## 🚀 What to expect ### 🎤 Gitops for Frontend with CloudFront & S3 **Speaker:** Alan Longuet (Staff SRE) Discover how bsport deploys frontend applications using **React and NX**, leveraging **AWS CloudFront and S3** to achieve scalable, global delivery. We’ll also dive into how this approach is a key building block in their journey toward **GitOps for frontend**. Expect a **demo** and real-world lessons learned. *** ### ⚡ How bsport scaled AWS ElastiCache **Speakers:** Ayoub Bentires Alj (Engineering Manager SRE) & Maxime Vernhet (SRE) A deep dive into how bsport scaled **ElastiCache (Redis)** in production. Join us for an evening of **hands-on learning, real-world architectures, and great community vibes** in Barcelona 🚀

Join us for a very special **Hack & Tell** hosted by **Allianz Technology**! We’ve curated a lineup of **four talks spread across 2 tracks** that dive into the intersection of high-end research and creative engineering - plus plenty of time to meet other AI engineers, researchers and founders over pizza and drinks. This time, we’ll be looking at how AI is built and deployed across four distinct domains: 🎵 Training AI on personal musical styles 🖊️ Building editable vectorial design systems 👤 The math behind real-time avatars ⚙️ Managing context within large-scale agentic workflows **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** 🗓 **Agenda** **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **18:00** – Doors open *(Arrive early for security)* **18:30** – Start of Talks *(You can switch tracks between talks)* **Track 1:** * Teaching AI to Make Music Like I Do * Building a Real-Time Interactive Avatar Pipeline **Track 2:** * Penpot Wizard: Bridging Design and AI * Managing Context Bloat in Agentic Workflows **20:00** – Networking *(Pizza & Drinks)* **21:00** – End **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** 📍 **Location** **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** [Allianz Technology, Av. d'Icària, 199, Sant Martí, 08005 Barcelona](https://www.google.com/maps/place/Allianz+Technology/@41.3939789,2.1971547,1145m/data=!3m2!1e3!4b1!4m6!3m5!1s0x12a4a34d7c19ee79:0x4b6de71e7cf72dd8!8m2!3d41.3939749!4d2.1997296!16s%2Fg%2F11fqq5rg6h?entry=tts&g_ep=EgoyMDI2MDQxNS4wIPu8ASoASAFQAw%3D%3D&skid=5dca3ee1-5bdf-4435-ac07-8d823898778f) ⚠️ **Important:** Registration with **DNI/NIE** is required (\*) **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **🎵👤 Track 1** **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** 🎤 **Bianca Cheng** **–** **Teaching AI to Make Music Like I Do** Bianca is a musician, designer, and technologist (formerly at Apple and MIT Media Lab) who approaches engineering with a creative soul. She’ll be sharing her work with HeartMula, a project where she trained models on recordings of her own songs. Learn how she uses AI as a collaborative partner to explore new musical ideas while staying true to her unique creative voice. 🎤 **Arnab Dey & Marcel Alcoverro (UNITH) – Building a Real-Time Interactive Avatar Pipeline** What does it actually take to turn an image into a real-time photorealistic human avatar? Arnab (Senior Research Engineer) and Marcel (Head of AI) will walk through the full engineering stack behind a live interactive avatar: from LLM-driven speech synthesis and autoregressive 3D motion generation to Gaussian Splatting rendering streamed at 60 FPS. This talk dives into the research models powering visual avatars, the hard latency trade-offs that shape every design decision, and what production MLOps looks like when your service is a human face. **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **🖊️⚙️ Track 2** **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** 🎤 **Xesca Alabart (Gluecharm) – Penpot Wizard: Bridging Design and AI** Why do most AI design tools give you code instead of editable design objects? Current tools like v0 or Bolt often leave designers stuck in a "prompt loop" - where even a minor layout tweak requires a new prompt rather than a simple click-and-drag. Xesca, creator of Penpot Wizard, is pioneering a fundamentally different path. Her talk introduces a Vectorial AI-driven methodology that treats the canvas as a live environment rather than a code-generation target. By designing with AI and Vectorial Design as a structural foundation, Penpot Wizard generates native design objects—shapes, paths, and components—that designers can edit normally. It’s about moving past the prompt-only bottleneck to provide a functional, editable starting point for real-world UX. 🎤 **Gabriel Llauradó Queralt (Allianz Technology) - Investigator: A Multi-Agent System That Digs into Tickets** Every Jira ticket hides a trail across code, databases, logs, and half-forgotten Slack decisions. Gabriel built Investigator using LangGraph, with specialist agents for code, DB, Jira, OpenSearch, Confluence, GitHub and Vision — Orchestrated by a Planner, Router, Critic and Evaluator that argue with each other until the evidence holds up. He'll walk through the architecture, the prompts that actually work, human-in-the-loop checkpoints, and lessons learned making LLMs reason about real enterprise codebases. **See you soon!** *(\*) You will greatly help us by providing your DNI/NIE upfront when you RSVP. It is solely used for access to the building and will not be used or stored for any other purpose. In any case, you can also answer with "I want to register onsite". In that case, please **show up early at 18:00** to guarantee that the registration can be finished before the event starts.*

Nos vamos a ver *«Las amargas lágrimas de Petra von Kant»,* la obra de teatro de Fassbinder estrenada en 1971 y que, al año siguiente, el dramaturgo y cineasta llevó a la pantalla con tal acierto que, no solo está considerado uno de sus films más destacados, si no que fue también una de sus mejores aportaciones al llamado *Nuevo Cine Alemán* surgido a partir de los años 60. "La amargas lágrimas..." trata de las relaciones de poder que pueden llegar a establecerse en las relaciones amorosas. Pero también habla de la dependencia, la soledad o de como el amor se convierte en la proyección del propio narcisismo. Hace ya unos años que fuimos en grupo a ver la película a la Filmoteca, y ahora tenemos la oportunidad de ver una versión en teatro protagonizada por Ana Torrent. Importante: cada persona gestiona la compra de su entrada. **LAS AMARGAS LÁGRIMAS DE PETRA VON KANT** **Sinopsis:** "Petra von Kant es una diseñadora de moda que ha triunfado en su profesión, pero ha fracasado en su matrimonio. Un día conoce a la joven Karin y se enamora..." Autor: Rainer Werner Fassbinder Versión: Rakel Camacho Dirección: Rakel Camacho Intérpretes: Ana Torrent - Petra von Kant Rebeca Matellán - Karin Thimm Maribel Vitar - Sidonie von Grasenabb Julia Monje - Marlene María Luisa San José - Valerie von Kant Escenografía: Luis Crespo Vestuario: Pier Paolo Álvaro y Roger Portal Iluminación: Mariano Polo Espacio sonoro: Pablo Peña y Darío del Moral Movimiento: Rakel Camacho y Julia Monje Caracterización: Ruth Alcalá Duración: 90 min. Espectáculo en castellano. VÍDEO: [https://www.teatreromea.cat/es/ex/las-amargas-lagrimas-de-petra-von-kant/#media](https://www.teatreromea.cat/es/ex/las-amargas-lagrimas-de-petra-von-kant/#media)

Barcelona’s TA community is getting together to talk about what *actually works* when it comes to AI in TA. No hype, no fluff. If you're curious about how teams are really using AI day-to-day (not just what vendors promise), this one’s for you. In this meetup hosted by our friends at Factorial, we’ll learn how they are leveraging AI in Talent Acquisition. [Raquel Fole](https://www.linkedin.com/in/raquelfole/?locale=en) and [Federico d’Alessio](https://www.linkedin.com/in/federicoda/) will show us how their team are using AI tools such as Gemini, Claude and others to reduce admin work, find new candidates and improve engagement with vibe-coded tools. 📍 **Details:** * **Date:** May 12, 2026 * **Time:** 18:30–20:00 (event) + 20:00–21:00 (networking) * **Location:** **New Factorial Office** — Carrer de la Llacuna, 56, Sant Martí, 08005 Barcelona ([map](https://maps.app.goo.gl/hqMptdwuvxqB9tmW6)) 🤝 A great opportunity to connect with other TA professionals in Barcelona who are exploring the future of TA. If you're in Talent Acquisition, People Ops, or just curious about AI in hiring, you should definitely join.

Serving Jokes is a new monthly open mic for LGBTQ+ comedians in the cosy Alcove of The Clubhouse. Expect a laid-back but dynamic show with short sets from talented LGBTQ+ comedians. They'll be trying out new jokes, dusting off old ones, and polishing everything to a high shine for your entertainment! We'll have time before and after the show to hang out, making this a perfect night out to meet like-minded people in a cosy, safe environment. Come for the freshly served jokes, stay for the vibes! Delicious food from Nikki's Kitchen is also available! You can even enjoy your food during the show. The show is COMPLETELY FREE but space is limited so [reserve your spot here.](https://thecomedyclubhouse.es/series/serving-jokes)

🏴 English (Español abajo) 🇪🇸 🔥 JOIN OUR TELEGRAM GROUP FOR EXCLUSIVE VIDEOS! 🔥 🔗 [https://t.me/+pUvxK2s7eDNmMjA0](https://t.me/+pUvxK2s7eDNmMjA0) 🥊 FREE MUAY THAI COURSE FOR BEGINNERS 🥊 👉 [www.emthaiboxing.com/course-muay-thai-beginner](http://www.emthaiboxing.com/course-muay-thai-beginner) Are you into Muay Thai, breathwork, meditation, or Strength & Conditioning? Come train with certified Thai Boxing coaches, fighters, and Wim Hof & meditation instructors. ⚡ **YOUR FIRST CLASS:** Arrive **15 minutes early**! 📌 **Fill out** the form & message **Mauri (+34 663 31 85 65)** on **WhatsApp.** 🚫 **No confirmation = No training.** **🎇 BEFORE your first class, complete this form:** **📋 [https://forms.gle/Hz7PEyB3JBKTzCdV9](https://forms.gle/Hz7PEyB3JBKTzCdV9)** ‼️ IMPORTANT: If you don’t confirm via WhatsApp, you won’t train! ‼️ 📲 More info: 🌍 [https://emthaiboxing.com](https://emthaiboxing.com) 🎥 [https://www.youtube.com/channel/UCZKgztZtptRn-4MVpVOGmQQ/videos](https://www.youtube.com/channel/UCZKgztZtptRn-4MVpVOGmQQ/videos) 📸 [https://instagram.com/emthaiboxing](https://instagram.com/emthaiboxing) **📞 Contact Mauri (+34 663 31 85 65)** *** 🇪🇸 Español (English above) 🏴 🔥 ÚNETE A NUESTRO GRUPO DE TELEGRAM PARA VIDEOS EXCLUSIVOS! 🔥 🔗 [https://t.me/+pUvxK2s7eDNmMjA0](https://t.me/+pUvxK2s7eDNmMjA0) 🥊 CURSO GRATIS DE MUAY THAI PARA PRINCIPIANTES 🥊 👉 [www.emthaiboxing.com/course-muay-thai-beginner](http://www.emthaiboxing.com/course-muay-thai-beginner) ¿Te interesa el Muay Thai, la respiración, la meditación o el acondicionamiento físico? Entrena con entrenadores certificados de Muay Thai, luchadores y coaches de Wim Hof & meditación. ⚡ **TU PRIMERA CLASE:** ¡Llega **15 minutos antes**! 📌 **Rellena** el formulario y contacta por WhatsApp con **Mauri (+34 663 31 85 65)** 🚫 **Si no confirmas, NO entrenas.** **🎇 ANTES de tu primera clase, completa este formulario:** **📋 [https://forms.gle/Hz7PEyB3JBKTzCdV9](https://forms.gle/Hz7PEyB3JBKTzCdV9)** ‼️ IMPORTANTE: Si no confirmas por WhatsApp, NO podrás entrenar. ‼️ 📲 Más info: 🌍 [https://emthaiboxing.com](https://emthaiboxing.com) 🎥 [https://www.youtube.com/channel/UCZKgztZtptRn-4MVpVOGmQQ/videos](https://www.youtube.com/channel/UCZKgztZtptRn-4MVpVOGmQQ/videos) 📸 [https://instagram.com/emthaiboxing](https://instagram.com/emthaiboxing) **📞 Contacto Mauri (+34 663 31 85 65)**

Haz **una pausa de las pantallas y únete a 2 horas de vida en el momento.** Durante dos horas, te invitamos a dejar de lado teléfonos, laptops y tablets, y **reconectar con placeres analógicos: leer, dibujar, escribir en un diario,** **jugar al ajedrez o simplemente disfrutar de una conversación tranquila.** Trae tu cuaderno o simplemente tu curiosidad. Este es un **encuentro sin pantallas**, pensado para desacelerar el tiempo, inspirar la creatividad y compartir un momento de la **vida en el momento** 🕕 Todos los Martes: 18:30–20:30h **Take a break from screens and join us for two hours of living in the moment.** For two hours, we invite you to put aside your phones, laptops and tablets, and **reconnect with analogue pleasures: reading, drawing, writing in a journal, playing chess or simply enjoying a quiet conversation.** Bring your notebook or simply your curiosity. This is a **screen-free gathering, designed to slow down time,** inspire creativity and share a moment of living in the moment Every Tuesday: 18:30 - 20:30

**[Join our Telegram Channel– Siri Quantum:](https://www.meetup.com/paola-siri-quantum-poblenou/events/jpwhwtyjcjbrb/?eventOrigin=group_events_list)**[ ](https://www.meetup.com/paola-siri-quantum-poblenou/events/jpwhwtyjcjbrb/?eventOrigin=group_events_list)[https://t.me/+6BN_YIxiSHY4ZjI8](https://t.me/+6BN_YIxiSHY4ZjI8) ¿Repites patrones en tus relaciones o sientes que hay algo que te bloquea sin saber por qué? Las Constelaciones Familiares permiten explorar cómo los conflictos personales pueden estar conectados con dinámicas inconscientes dentro del sistema familiar. A través de una experiencia grupal guiada, se revelan patrones ocultos y se abre un espacio para la comprensión, el equilibrio y la transformación. ✨ ¿Qué puedes trabajar? • Relaciones personales y familiares • Bloqueos emocionales • Sensación de estar perdido/a • Patrones repetitivos • Conflictos internos ✨ ¿Cómo funciona? En una sesión grupal, los participantes representan elementos del sistema familiar, permitiendo visualizar dinámicas invisibles y facilitar procesos de cambio. 👉 Tanto si constelas como si participas como representante, el proceso tiene impacto. 📅 Sábado 16 de mayo 🕓 16:00 – 20:30h 📍 Barcelona – Poblenou Constelar: 55€ Representante: gratuito WhatsApp: +34 641 378 146 Más información: [https://siriquantum.com/taller-de-constelaciones-familiares/](https://siriquantum.com/taller-de-constelaciones-familiares/)

**Join our Telegram Channel– Siri Quantum:** [https://t.me/+6BN_YIxiSHY4ZjI8](https://t.me/+6BN_YIxiSHY4ZjI8) Immersive Sound Meditation is a guided experience designed to bring you into a state of deep relaxation and presence through breath awareness and sound. This session combines gentle guidance, intentional silence and layered sound to support your nervous system in slowing down and settling. Rather than something to “do”, it is an experience to receive. **What to expect:** • Deep relaxation and nervous system regulation • Reduced stress and mental tension • Greater body awareness and connection to breath • Emotional release and inner balance **Session flow:** • Arrival & grounding • Guided meditation • Sound journey • Integration Each session unfolds organically, creating a calm and immersive environment for rest, clarity and subtle transformation. No previous experience is needed. 📅 April 13 at 7 pm ⏱ Duration: 60 minutes 📍Poblenou, Barcelona Energy Exchange: 15€ WhatsApp: +34 670 086 420 Email: ramon.self.love@gmail.com ##

**[Join our Telegram Channel– Siri Quantum:](https://www.meetup.com/paola-siri-quantum-poblenou/events/jpwhwtyjcjbrb/?eventOrigin=group_events_list)**[ ](https://www.meetup.com/paola-siri-quantum-poblenou/events/jpwhwtyjcjbrb/?eventOrigin=group_events_list)[https://t.me/+6BN_YIxiSHY4ZjI8](https://t.me/+6BN_YIxiSHY4ZjI8) ¿Te gustaría entender mejor tus relaciones o por qué repites ciertas situaciones en tu vida? Las Constelaciones Familiares son una dinámica grupal que permite observar desde una nueva perspectiva cómo nuestras relaciones y emociones están conectadas con nuestro sistema familiar. No necesitas experiencia previa — es una actividad participativa, accesible y guiada. 🔹 ¿Qué ocurre en el taller? A través de ejercicios grupales, se representan situaciones que ayudan a comprender patrones y abrir nuevas perspectivas. 🔹 Puedes participar como: • Observador/a o representante • Persona que desea trabajar un tema personal 👉 Muchas personas participan por primera vez como representantes. 👉 Puedes participar sin experiencia previa, solo con curiosidad y apertura. 📅 Sábado 16 de mayo 🕓 16:00 – 20:30h 📍 Barcelona Constelar: 55€ Participar: gratuito WhatsApp Maribel López – +34 641 378 146 👉 Más información: [https://siriquantum.com/taller-de-constelaciones-familiares/](https://siriquantum.com/taller-de-constelaciones-familiares/) ⚠️ Plazas limitadas – reserva previa necesaria

🎉Migalabs is turning 3! Food, drinks, games, music & karaoke. No talks. No pitches. No business. Just pure fun! MigaLabs \| Blockchain Ecosystem Observatory

Calling anyone curious about *structures for deliberate democracy* to join a **Plural Event** 🌍 ​*Joining Partners: [RadicalXChange](https://www.radicalxchange.org/?utm_source=luma), [Web3Privacynow](https://web3privacy.info/?utm_source=luma), [Logos](https://logos.co/?utm_source=luma), [Comms Gardening](https://bit.ly/comms-gardening?utm_source=luma) and [Hubs Network](https://www.hubsnetwork.org/?utm_source=luma)* ## ​Do you care about how democracy actually works, and how it could work better? ​Come share your ideas at [a local session] and be part of something bigger: conversations happening the same day across multiple cities. Your discussion at [your favorite hub] will connect with others around the world exploring the exact same theme. ​We believe a true collective intelligence emerges from a plurality of voices. ​✨ As a bonus, insights from these events will be showcased in a panel at the [Web3PrivacyNow Summit in Berlin on June 14, ](https://web3privacy.info/event/s26ber/?utm_source=luma)reaching a wider audience. ​**What to expect in this session:** * ​Explore a local breakdown in democratic coordination * ​Imagine tools or processes that could improve it * ​Reflect on where privacy and transparency matter * ​Sketch a simple prototype * ​Design a small collective action you can try within a week ​**What are Plural Events?** Plural events bring people together around one shared topic, on the same day, in different locations worldwide. Initiated by RadicalxChange Foundation, Hubs Network and Comms Gardening, they aim to gather diverse perspectives and weave them into richer, more inclusive insights. ​Sponsored by: [Web3PrivacyNow](https://web3privacy.info/?utm_source=luma) & [Logos](https://logos.co/manifesto?utm_source=luma) *** ​One topic. ​Many places. ​Real voices, weaved into something larger. ​----- ​Extra!!! ​If you publicly share what your group designed during the Plural event, your team will have the chance to win a bounty to continue developing it. ​An independent jury will review all submissions and award prizes of €600, €300, and €100 to the top three ideas. ​Full contest rules and judging criteria coming soon.

**Us convidem a RE-FEST #1** ### Reusa · Repara · Regenera · Reimagina El **RE-FEST** és una trobada comunitària per celebrar la reparació, la reutilització, la regeneració urbana i la imaginació col·lectiva. Durant el matí ens trobarem per aprendre, compartir sabers, reparar objectes, descobrir projectes i imaginar altres maneres de viure a la ciutat: més sostenibles, més autònomes i més comunitàries. **Recupera autonomia, comparteix coneixement i imagina altres maneres de viure.** ## Activitats **Taller de reparació tèxtil** Amb Back to Eco. Porta una peça de roba que vulguis reparar, ajustar o transformar. 5€ aportació. **Mercat de segona mà** Amb VeniVidi. **Reparació i ajustos de bicis** Amb Juan A. Piedrahita. Un espai pràctic per revisar i posar a punt la teva bicicleta. **[Sofà Talks]** #1 Club de BCN Permacomputing #2 Com seria una ciutat que regenera? **Zona cafè de reparadors** Punt de trobada, conversa, intercanvi de sabers i comunitat. **Intercanviem!** Porta una cosa, emporta-te’n una altra. **Zona oberta** Espai per a projectes, idees o venda solidària. ## Quan? **16 de maig** **11–15 h** **Amb la col·laboració de:** AKASHA Hub Barcelona · Back to Eco · BCN Permacomputing · VeniVidi · Civic Creative Lab Registre en meetup.

**Join our Telegram Channel– Siri Quantum:** [https://t.me/+6BN_YIxiSHY4ZjI8](https://t.me/+6BN_YIxiSHY4ZjI8) La Activación Kundalini es una experiencia energética profunda que permite despertar tu energía vital y facilitar un proceso de transformación interior. A diferencia de otras prácticas, no requiere esfuerzo ni control: simplemente te recuestas, te relajas y permites que la energía fluya de forma natural a través de tu sistema. Este taller mensual ofrece un espacio seguro y guiado para explorar tu energía interna, liberar bloqueos y conectar con una mayor claridad, presencia y bienestar. ✨ ¿Qué puedes experimentar? • Liberación emocional • Activación energética • Estados de calma profunda • Claridad mental • Conexión interna ✨ ¿Cómo se desarrolla? • Movimiento guiado • Breathwork (respiración consciente) • Activación energética (recostado/a) • Integración Cada experiencia es única y ocurre según lo que tu sistema necesita en ese momento. 📅 Sábado 16 de mayo 🕚 11:00h 📍 Barcelona – Poblenou 💰 48€ (42€ socios) Reserva: 15€ WhatsApp (más rápido): Silvy D’Oms – +34 654 496 183 👉 Más información: [https://siriquantum.com/taller-activacion-kundalini/](https://siriquantum.com/taller-activacion-kundalini/) Plazas limitadas.

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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

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.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

**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** TBD **YouTube Link** TBD

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

**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

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