Streaming Analytics

Yoga Anatómico: Una práctica revitalizante que entrena tu cuerpo y calma la mente, coordinando la respiración y el movimiento de manera fluida. Las secuencias combinan posturas de pie, tumbados, flexiones, extensiones y torsiones. Una disciplina que aporta equilibrio, autoconocimiento y bienestar. Interesados en el mundo Wellness, todas las edades. Sesiones regulares y talleres de movimiento para la conciencia y el bienestar personal.

**STREET FOOTBALL** Join [Almas Libres](https://almas-libres.org), one of Spain’s largest women-led urban sports communities, for our weekly street football training with our federated coaching team. Each session is designed with intention: 50% skills and fitness, 50% gameplay = 100% focused on levelling up the playing field for everyone. Build your confidence, sharpen your technique, and reconnect with your love for the game in a supportive and empowering environment. Powered by [Nike.](https://www.nike.com/es/?cp=93577296208_search_&Macro=-nike%20shoes-g-10575086106-109984426528-e-c-EN-pure-452199484522-kwd-11642601-1005424&gclsrc=aw.ds&ds_rl=1252249&gad_source=1&gad_campaignid=10575086106&gbraid=0AAAAADq9vlMVGVJZqQj3BiMHIU5qe3MHT&gclid=Cj0KCQjwtpLABhC7ARIsALBOCVr3g5lf6cJNrQcKGLcIhE0Z8p8H5SBMNtDElN34dEFDu_pKkaOZWLYaAg0NEALw_wcB) **WHEN** Every Monday (*Except Public Holidays*) **TIME** 19:00-20:00 **LOCATION** Pg. de Salvat Papasseit, 45, 08003 **CONTRIBUTION** 5€ **INCLUDED** • All-female coaching team • All equipment provided **LANGUAGES** Catalan • Spanish • English

Whether you're a music enthusiast, beer lover, or just looking for a lively night out, this event will offer the perfect blend of entertainment. Come unwind, socialize, and enjoy the best of both worlds with us. Mark your calendar and don't miss out on this unique experience!

Prueba gratis una sesión!!!! Te permitirá participar, probar y disfrutar con nosotros de una sesión grupal de entrenamiento al aire libre. Y si te interesa unirte a nosotros por 50€ al mes tienes acceso a todas nuestras sesiones presenciales y online más un estudio de nutrición totalmente personalizado valorado en 100 € incluido en la cuota mensual sin coste alguno!!! Seguro que tu al igual que nosotros valoras muchísimo en estos momentos el cuidarte de manera segura, con nosotros lo lograrás! Como serán éstas sesiones?? Si bien son sesiones grupales, como te realizaremos un estudio de nutrición totalmente personalizado, tendremos todo tu historial de necesidades y objetivos, con lo cual nos permitirá realizar correcciones dentro de la clase de grupo. Que necesitas traer?? Una esterilla, ropa cómoda para hacer ejercicio y agua. Qué trabajaremos? Ejercicios funcionales combinados con ejercicios de cardio, movilidad y equilibrio. Como reservo mi plaza?? Entra en el siguiente enlace: https://www.silvanavigo.com/entrenamiento-grupal-al-aire-libre/ Consultas Silvana Vigo 630635871

🎸 Midweek Music Madness🌟 Hey everyone! Let's break up the midweek monotony and dive into a sensational live music experience together! This Wednesday, Craft Barcelona is hosting an incredible live band. Join me for an evening filled with fantastic tunes, and a chance to unwind midweek in the best way possible. Let's gather, sway to the music, make friends and make this Wednesday one to remember!

Join us for an Apache Kafka® meetup on Thursday, May 14 from 6:30pm in Barcelona hosted by Logicalis and Quantiqus! 📍**Venue:** **Coworking Illa Diagonal** **[Av. Diagonal, 571, planta 4, Distrito de Les Corts, 08029 Barcelona](https://www.google.com/maps/place//data=!4m2!3m1!1s0x12a4995ab31dc2fd:0x88c4d5e87ce065c5?sa=X&ved=1t:8290&ictx=111)** 🗓 **Agenda:** * 6:30pm: Doors open/welcome **7:00pm - 7:45pm: MongoDB & Kafka: tráfico de eventos sin semáforos by Dorottya Nyárády & Antonio Membrides Espinosa** **7:45pm - 8:05pm: Kafka Foundations: siempre hay un primer momento by Daniel Rivero** 8:05pm – 9:00pm: Food/Drinks and networking If you would like to speak or host our next event please let us know! [community@confluent.io](http://community@confluent.io/)

## ☁️ 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 🚀

🎟️ **TICKETS available exclusively via** **Luma** —[ ](https://luma.com/jp8bmq46)***[tap to access](https://luma.com/jp8bmq46)*** **🌿 WILDFLOW VIII — Music. Movement. Connection.** **Wildflow is a body-led electronic music experience, driven by live DJ performances and supported by breath, sound, and movement.** ​Imagine stepping into a space where you feel free, alive, and fully yourself. ​Where the music awakens something deep inside you. ​Where every breath, every beat, every glance around the room pulls you closer into connection — with yourself, with others, with life. ​✨ This is Wildflow. ​A 4-hour healing journey designed to leave you clearer, more connected, and full of life. *** ## ​**🌿 The Journey** ​**1\. Connect — Heart Awakening** ​As the sun sets, we gather in ceremony with cacao. Intentions are set, hearts are opened, and breathwork guides us into presence. A sense of unity begins to grow. ​**2\. Dance — Rhythmic Flow** ​The music invites movement: organic, tribal, and ethnic sounds that evolve into deep electronic rhythms. No choreography, no expectations — only freedom. The dancefloor is alive, constantly transforming as the night deepens. ​**3\. Heal — Energetic Release** ​What begins in grounded presence swells into intensity. The beats rise, the energy expands, the dancefloor becomes a temple of release and raw expression. You’re invited to let go, to discover new layers of yourself in the rhythm. ​**4\. Integrate — Reflective Landing** ​As the music softens, the collective energy settles. The dancefloor shifts again — from primal fire to gentle grounding. You leave balanced, uplifted, and renewed. *** ## ​**💫 Why It’s Different** ​That moment of openness you usually chase with substances? ​At Wildflow, it happens naturally. ​Through breath, cacao, music, and trust, you find yourself dropping your guard, moving with abandon, and connecting in a way that feels real, alive, and lasting. ​No alcohol. No drugs. No muchrooms. Just presence, rhythm, and pure human energy. ​✨ Come alone or with friends — you’ll be welcomed into a safe space where connection happens naturally, and you won’t leave alone. *** ## ​**🎶 Your Invitation** ​Wildflow is not just a night out. ​It’s a dancefloor with intention — a space where your natural essence takes the lead. ​Join us, and remember how good it feels to be fully awake, fully alive, and fully connected. ## ​📸 Follow us on Instagram for exclusive sneak peeks! 👀✨ ​\*\*[https://www.instagram.com/wildflow.ofc](https://www.instagram.com/wildflow.ofc)\*\* *** ​**Meet the Hosts, DJs & Guest Artists** ## **​• Henk Schepens** ​*Entrepreneur, Trauma-informed Community Builder & Visionary DJ* ​*Instagram: [@henksky](https://www.instagram.com/henksky)* ​Henk’s journey of self-discovery and healing is deeply connected to the transformative power of music. Seeing its potential to unlock new levels of connection and growth, he is passionate about developing concepts that harness music’s healing energy. As a natural idea generator, Henk channels his experiences into meaningful projects that inspire and create space for exploration and self-awareness. ## **​• Jazmin Gattyan** ​Cacao Ceremony & Meditation Guide, Space Holder & Yoga Teacher *Instagram: [@jaz_happynest](https://www.instagram.com/jaz_happynest)* ​Jazmin works with ceremonial cacao as a sacred medicine for the heart—an ally that opens the doorway to presence, clarity, and authentic connection. Her ceremonies weave together cacao, guided meditation, and intentional ritual, creating a grounded space for reflection, release, and renewal. She invites participants to deepen their relationship with themselves, align with their inner wisdom, and connect with the collective energy of the group. Each ceremony is an invitation to return to balance, harmony, and heart-centered living. ## **​• DJ HNKS (Belgium)** ​*Instagram: [@hnks_music](https://www.instagram.com/hnks_music)* ​HNKS is a Belgian-born DJ with deep roots in Europe's electronic music heritage, HNKS has evolved into a globally recognized artist who brings his distinctive sound to dance floors worldwide. HNKS is known for blending innovative electronic music styles to drive the dance floor to new heights. ​• **Guest Artists** ​We’ll also invite special guest facilitators and artists , adding another layer of creativity and inspiration to the night. *** ​✨ **Tiered Pricing & Community Support** ​Every WildFlow gathering is more than just a dance floor — it’s an immersive journey we co-create together. To make this possible, we invest upfront in **the space, a high-end sound system, ceremonial cacao, fruits and water, and curated décor** that turns the venue into a living atmosphere. ​That’s why we offer a tiered pricing system: * ​**€32** — early commitment, helping us bring the experience to life from the very start. * ​**€37** — the next wave of tickets. * ​**€42** — the second wave. * ​**€47** — the final release for the last-minute decision makers. ​By reserving your spot early, you not only receive the best price, but you also support the artists, the production, and all the thoughtful details that make Wildflow unique. ​Your presence is more than a ticket — it’s a contribution to a new way of gathering, defined by creativity, connection, and the unifying power of music. 🔥🎟️ **TICKETS available exclusively via** **Luma** — ***[tap to access](https://luma.com/cxajxrbx?utm_source=meetup&utm_medium=eventplatform&utm_campaign=wildflow_jan)*** *** ​**Important Guidelines** ​1. **Substance-Free Space 🚫🍷** ​• We maintain a strictly substance-free environment to promote clarity, genuine connection, and collective well-being. Please respect this policy by refraining from alcohol, recreational drugs, or other intoxicants. ​2. **Respect & Inclusivity 🌈🤝** ​• Everyone is welcome. Treat all attendees with kindness and openness. Harassment, discrimination, or any form of harm will not be tolerated. ​3. **Consent & Boundaries ✋✅** ​• Ask before engaging in any physical contact. If someone says “no,” please honor that without question. ​4. **Dress Comfortably 👕🩳🧦** ​• Wear clothing that allows free movement and expression. Let your outfit reflect your energy—whether it’s **sensual, wild, or uniquely original to you.** Layers can help you transition from energetic dance to a calm cooldown. There is a no-shoe policy inside 🦶 ​5. **Minimize Phone Use 📵✨** ​• This is a space for genuine human interaction. If possible, keep photos and videos to a minimum. Stay present in the shared experience. ​6. **Arrive Early ⏰🌿** ​• The opening ceremony sets the tone for the entire evening. Aim to arrive on time to fully participate in the grounding ritual. **The doors close at 7:30 PM**, and we do not offer refunds for late arrivals. ​7. **Stay Hydrated & Take Breaks 💦🍉** ​• Dancing and movement can be intense. Feel free to take a break for water, rest, fresh air, or to enjoy some fresh 100% organic local farmer fruit whenever you need. ​• We kindly discourage stepping out to smoke 🚭 and instead invite you to consider whether it’s worth interrupting your experience. ​8. **Share the Energy 🔥🕺💃** ​• This event thrives on collective spirit. Engage with new people, explore the art installations, and let your energy flow freely on the dance floor. ​9. **Leave No Trace 🌍🗑️** ​• Help us keep the venue clean and beautiful. Dispose of trash properly, and if you see any litter, feel free to pick it up. ​10. **Honor the Transition 🌅💫** ​• As the event winds down, take a moment to reflect, integrate, and carry the experience with you beyond the dance floor. ## ​📸 Follow us on Instagram for exclusive sneak peeks! 👀✨ ​\*\*[https://www.instagram.com/wildflow.ofc](https://www.instagram.com/wildflow.ofc)\*\* 🎟️ **TICKETS available exclusively via** **Luma** — ***[tap to access](https://luma.com/cxajxrbx?utm_source=meetup&utm_medium=eventplatform&utm_campaign=wildflow_jan)*** ​ # ​**FAQ – WildFlow** ​**What is WildFlow?** ​WildFlow is a 4-hour transformative journey that blends ceremonial practices, ecstatic dance, and soulful connection. It’s a substance-free experience designed to open your heart, reconnect you with your authentic self, and create deep connections with others—all through music, movement, and community. *** ​**How would you describe the music style at WildFlow?** ​The music at WildFlow flows from organic, tribal, and ethnic sounds into deep electronic rhythms, evolving into progressive and melodic techno. It’s a sonic journey that merges ancestral roots with futuristic soundscapes—earthy, soulful, and electrifying at the same time. *** ​**Is WildFlow a sober event?** ​Yes! WildFlow is a strictly substance-free environment. We invite you to access deeper layers of yourself naturally, without the influence of alcohol, recreational drugs, or other intoxicants. This creates a safe, clear, and truly transformative space for everyone. *** ​**Do I need dance experience to join?** ​Not at all. There are no steps to learn, no choreography to follow. WildFlow is about free, authentic movement. Simply come as you are and move however you feel called. *** ​**What should I wear?** ​Wear comfortable clothes that allow free movement and expression. See guidelines. *** ​**What should I bring?** * ​A reusable water bottle * ​Comfortable clothing and layers * ​An open heart and mind * ​Minimal personal belongings (to stay light and free) *** ​**Can I arrive late?** ​We strongly encourage you to arrive on time. The opening ceremony is an essential part of setting the energy and intention for the evening. Doors close at **7:30 PM sharp**, and late arrivals will not be permitted entry (no refunds for late arrivals). *** ​**Is photography allowed during the event?** ​We kindly ask you to minimize phone use and photography. WildFlow is about being present and connected in the moment. If you do take a photo, please be respectful of others’ privacy and the collective atmosphere. *** ​**Will there be food and drinks available?** ​We’ll provide ceremonial cacao at the start and offer water and fresh fruits throughout the night to keep you hydrated and nourished. *** ​**How can I stay connected after the event?** ​Follow us on Instagram [@wildflow.ofc](https://www.instagram.com/wildflow.ofc) for exclusive sneak peeks, updates, and future event announcements. We also welcome your feedback to keep shaping WildFlow into a vibrant and evolving space! ​With love, ​The Wildflow team 🌿 🔥🎟️ **TICKETS available exclusively via** **Luma** — ***[tap to access](https://luma.com/jp8bmq46)***

Enjoy a live jazz concert while you eat or have a drink. The best way to end the week! Free entrance but you are welcome to tip the band! En Ocaña tenemos jazz en directo todos los domingos! La mejor forma de terminar la semana. La entrada es libre y a taquilla inversa! A Ocaña tenim jazz en directe tots els diumenges! La millor forma de tancar la setmana. Entrada lliure amb taquilla inversa.

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.*

No slides. No speaker. No agenda. Just developers talking shop over a cold one. This is an informal gathering for engineers, founders, and builders who are deep in the agentic coding trenches — using tools like Cursor, Windsurf, Claude Code, OpenCode, or rolling their own agent pipelines. Come swap what's actually working, what blew up in production, and what you're excited about right now. We'll be at Barcelona, and the format is simple: show up, grab a drink, and share what you know. Bring a laptop if you want to show something, but it's not required. WhatsApp Group: https://chat.whatsapp.com/GVS0bHMPIzID3Ch9lt6YsU?mode=gi_t **What we talk about (but not limited to):** *Agentic coding workflows and tooling - Prompt engineering & context engineering in practice *Multi-agent architectures and orchestration - AI-native product building *What's broken in the ecosystem and how you're working around it **Who should come:** Developers, technical founders, and AI engineers who build with (or on top of) LLMs. All levels welcome — senior devs with war stories and curious beginners both make the conversation better. **Format:** Open conversation, round-table style. Everyone teaches, everyone learns.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.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.

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)

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

**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

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.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.