Neural Networks

**What this is** A high-trust table for builders. Share one concrete challenge, trade smart feedback, celebrate wins, and leave with 2–3 next steps plus a couple of new allies. **Where** Motel One Zurich, bar area. Head to the bar and ask for Financial Network Zurich. **When** Mondays, 19:00 to 22:00 19:00 arrivals and hellos 19:30 open 10 min hot seats for founders and feedback (max 5) 20:30 open networking until 22:00 **How we roll** Discreet, high-signal conversation. No pitch theater. No flexing. Just real problems and practical help. **Bring** Your priority of the week, a clear ask, and a positive mindset. **Food and drinks** Order food and drinks with the waitresses whenever you like. **LINKS** Community Owner’s Direct (All Infos & Questions): Alessandro +41 76 279 32 84 WhatsApp Group: https://chat.whatsapp.com/DCSSmdHj7xr6F39ZAAWubX Financial Network Zurich: https://www.meetup.com/entrepreneurs-focus-and-network-workshop/ Founder’s Links (Alessandro): https://linktr.ee/alessandronfthyme

I'm really excited to announce our next Meet Up event. It will take place at Core studio in Rennweg Rennweg 12, 8001 Zurich. The is dedicated to everyone who likes the idea of exercising with the music, dancing and learning a bit of ballet. Find out how to set up the a great posture, learn about body conditioning as well as mind & body connection. Unlike at most general adult ballet classes we will show you how exercise with the precision and focus, getting great results. A great class for those that are just starting with ballet, or those who are conscious about using their body precisely and targeting correct muscle groups in order to achieve greater results. The class is structured as a unique combination of ballet exercises, Pilates, stretching and motivation. Open to all levels. You will need to bring a smile, some water and wear comfortable exercise cloths. The class will be 60 minutes which should be more than enough to get those muscles warmed up and you posturised ready for the next session. There's a small cost to cover the venue and facilities - CHF 40.- For more details about the training provider please see: https://www.balletbodysculpture.com/ballet-body-sculpture-classes-in-zurich

### ***If AI reinvents work — how do we ensure people are not left behind?*** Artificial intelligence is rapidly transforming how organisations recruit, structure work, and develop talent. The future of work will not be defined by AI alone, but by how effectively organisations align technological innovation with human capability, responsibility, and opportunity. The Zurich edition of **CHANGE**, Bevel ON’s social sustainability platform, brings together leaders from business transformation, human resources, consulting, technology, and sustainability to examine how organisations can navigate this transition responsibly and strategically. At the same time, the event will address a critical social sustainability challenge: how to ensure that technological progress expands opportunity rather than widening inequality. Companies that successfully combine AI adoption with inclusive talent strategies, continuous learning, and human-centred leadership will be best positioned to build resilient organisations and trusted brands. ## **Agenda Overview** **Location:** [Marriott Zurich Hotel](https://www.marriott.com/en-us/hotels/zrhdt-zurich-marriott-hotel/overview/) **16:30 — Doors Open** **17:00 – 17:15 — Welcome Speech** **17:15 – 18:00 — Panel 1: Workplace Transformation** **Human-Centred AI as a Leadership Responsibility** This panel explores how AI is reshaping organisational structures and leadership accountability, focusing on how companies measure impact beyond efficiency and integrate the human dimension into AI-driven transformation, including ESG alignment, governance, and reskilling responsibility. Topics include: integrating AI into sustainability frameworks, future of roles and skills, organizational responsibility for learning & development in AI. **Speakers:** * [Liza Engel](https://www.linkedin.com/in/liza-engel-lambert/), Chief Sustainability Officer, Deloitte * [Antonio Calco Labruzzo](https://www.linkedin.com/in/antoniocalcolabruzzo/), SVP People & Culture Arcera GenMed * ‍[Dave Drodge](https://www.linkedin.com/in/davedrodge/), Group Lead Digital Transformation, Roche Moderator: [Dr Tanja Collavo](https://www.linkedin.com/in/tanja-collavo/), Senior Programme Manager, Cambridge Institute for Sustainability Leadership **18:00 – 18:15 — Break** **18:15 – 19:15 — Panel 2: Workforce Reinvention** **Employment Opportunities in an AI-driven World** This panel focuses on how organisations can support workforce adaptation in the age of AI, addressing AI-driven recruitment, emerging vs. disappearing roles, bias and inequality in AI systems, and how businesses can use AI to augment human potential rather than replace it. Topics include: augmented work, the rise of agentic AI, data gaps, evolution of recruitment principles. **Speakers:** * [Milo Honegger](https://www.linkedin.com/in/milohonegger/), Director AI Value, Oracle * [Patricia Ferreiro](https://www.linkedin.com/in/patriciaferreiro/), Field Technical Advisor AI, Databricks * [Antonio Trifilo](https://www.linkedin.com/in/antonio-trifilo/), Senior Software Engineering Leader at Cisco AI-Ops Moderator: [Inna Malaia](https://www.linkedin.com/in/inna-malaia/), Founder, Bevel World, Managing Director, Bevel ON Association **19:30 – 21:00 — Networking Reception** Bringing together executives, workforce strategists, and technology experts, **AI + Humans: Designing the Future Together** offers a forward-looking dialogue on how organisations can integrate artificial intelligence with human potential to shape a more resilient and inclusive future of work. ## **Tickets** Your donation-based ticket of **CHF 80** supports Bevel ON’s social non-profit mission to create professional pathways for displaced professionals and talents in transition. This event is proudly sponsored by Marriott International, hosted at the Marriott Zurich Hotel, as part of Marriott’s global *Serve 360* initiative — “Doing Good in Every Direction.” If you’ve ever asked yourself, **“Where can I truly make a difference?”** — this room is full of the answers. **See you in Zurich.**

**Yoga. Pause & Connect** is a welcoming evening in Zurich for people who enjoy an active and **mindful lifestyle** and value **meaningful connections**. We begin with a **Hatha Yoga** practice designed to help you recharge, release tension, and clear your mind after the day. Afterwards, stay for **relaxed networking time** — an opportunity to meet like-minded people and build genuine connections in a comfortable small-group setting. Networking takes place in the cozy chill area, where you can sit, unwind, and enjoy hot beverages or non-alcoholic drinks. 📍 **Location:** ANNTIN Wellbeing Studio https://maps.app.goo.gl/NpvNASsiANp6w7128 🗓 **Date:** Monday, 11th May 2026 ⏰ **Time:** 18:00 – 19:00 Yoga; 19:00 - 20:00 Networking 💰 **Cost:** 29 CHF (Yoga session - open level, beginners welcome). Spots limited to 16 participants – please reserve your spot with payment **TWINT +41 791977702**. Please sign up only if you are certain you will attend – no refunds policy. You are welcome to join **both parts of the evening**, but it’s also perfectly fine to come **only for the yoga practice or only for the networking part**. To stay up to date join the WhatsApp group 🌿 [https://chat.whatsapp.com/JjcN8KKelJ7L5kNT40j6vT](https://chat.whatsapp.com/JjcN8KKelJ7L5kNT40j6vT)

Hi there! I’m happy you have come across **Afro Dance Fitness classes**! Are you interested in group fitness (all levels) or dancing, Afrodance and Working out in a group of likeminded women to Afrobeats music, then this is for you! Afro Workout is an Afrodance inspired Dance Fitness Class in Zürich that combines dynamic dance moves and intensive Workout to Afrobeats. Similiar to Zumba but to Afro music including dance movement, fitness and sculpt. Afro is all about Good Vibes! Expressing a joy of living, to be confident and feel good in your body. Classes take place **every Monday from 7-8 pm** in Zürich Altstetten. For all levels! You don’t have to be a dancer or a fitness geek. Party, Dance and sweat with us to Afrobeats! First class is always free for first timers! Sign up for the FREE class [Free class](https://afroworkout.as.me/free-class) Please always sign up and RSVP to every class, via Meet up Event, [Email](vanessa@afroworkout.com) vanessa@afroworkout.ch, DM on Instagram or Sign up link on Website. There will be always more people in a class then shown on Meet up. Don‘t hesitate to sign up via above mentioned channels. Can‘t wait! Check daily updates and classes on [Instagram](https://instagram.com/afroworkout.ch?igshid=YmMyMTA2M2Y=) Website for more information and class info [www.afroworkout.ch](https://www.afroworkout.ch) Move, Dance and Stay Fit to Afrobeats!

**Come join us for the** **Intermediate** **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. **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 29** **Special offer for NEW students:** **Starter Pack (2-Class) for CHF 35** *When?* **MONDAY** 19:30 \- 20:30 \| Intermediate Street 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 ](https://www.instagram.com/nat.so.fun/)and [@thevibedance.ch](https://www.instagram.com/thevibedance.ch?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==) **Have a question? Contact us via DM on [Insta](thevibedance.ch), give us a call or text us!** +41 78 329 71 77 **See you on the dance floor!**

**Wie kommst Du aus dem finanziellen Hamsterrad?** Durch Übung! :-)) Das Finanz-Strategiespiel "Cashflow 101" von Robert Kiyosaki zeigt dir die Möglichkeiten! Durch dieses Spiel lernst du konkrete Wege kennen, wie Du das finanzielle Hamsterrad verlassen und ein noch freieres, selbstbestimmteres Leben führen kannst. Du lernst den Unterschied zwischen guten und schlechten Schulden. Und noch viel mehr! Das regelmässige Finanz-Fitnesstraining mit dem Brettspiel Cashflow 101 ist dafür hocheffektiv! Und das alles ohne Schwitzen, Mühe und Risiko! Bist Du auch mit dabei? AnfängerInnen sind natürlich willkommen. **Wo treffen wir uns?** Wir treffen uns in einem schönen Restaurant in Zürich-Oerlikon um 18h. Vor und während dem Essen (optional und freiwillig, aber wer konsumiert, unterstützt einen lokalen Wirt) kann genetzwerkt werden, d.h. jeder, der will, kann von seinen und ihren Investment Lösungen erzählen. Wir erfahren immer gerne von neuen Möglichkeiten. Über Geld reden ist kein Tabu mehr! Nach dem Essen erklären wir die Regeln und spielen = üben uns im Investieren. Melde dich jetzt an. **PS Abmeldung:** Eine kurze Meetup-Nachricht, SMS oder ein Anruf bei kurzfristiger Abmeldung wird erwartet. Wir nehmen uns Zeit, dafür erwarten wir, dass du entweder kommst oder dich entsprechend abmeldest, damit wir nicht unnötig warten oder unnötig einen weiten Weg auf uns nehmen müssen (Xarah wohnt jetzt im Thurgau - Bodensee) **PPS Kosten:** Fr. 20.- (bitte unaufgefordert bei Spielbeginn bezahlen). Das Geld kommt in einen Topf. Im letzten Spiel des Jahres erhält der Gewinner eine Silber-Münze oder Sammlermünze. Bitte **Bargeld** mitnehmen. CHF. Der Beizer nimmt auch lieber Bargeld, weil Kreditkartenzahlungen zusätzliche Kosten verursachen.

*** ### 🇩🇪 Deutsche Version **n8n Zurich Community Meetup #3 – Build the Claw Bot** Nach unserem letzten Meetup mit fast 40 Teilnehmer:innen ist klar: Die n8n Community in Zürich wächst – und wir freuen uns auf Runde 3. **Was dich erwartet** Diesmal wird's hands-on. Wir bauen gemeinsam in einem Mini-Hackathon den **n8n Claw Bot** – in Teams, mit echtem Code, echten Workflows und echtem Spass am Ergebnis. Egal ob du n8n schon im Alltag einsetzt oder zum ersten Mal davon hörst: Die Teams werden so aufgestellt, dass alle etwas mitnehmen. Repo zum Vorbereiten (oder einfach mal reinschauen): 👉 [https://github.com/freddy-schuetz/n8n-claw](https://github.com/freddy-schuetz/n8n-claw) Wir werden versuchen, das Setup gemeinsam vor Ort durchzuziehen. **Special Guest** Ein virtueller Überraschungsgast hat sich angekündigt. Mehr verraten wir noch nicht. 👀 **Was du mitbringen solltest** * Laptop (zwingend – ohne kein Hacken) * Neugier * Optional: dein aktuelles n8n-Projekt für den Austausch danach **Details** 📅 12. Mai 2026 📍 OfficeLab Baslerpark, Zürich 🎟️ Eintritt frei – Anmeldung über Luma erforderlich Wir freuen uns auf bekannte Gesichter, neue Gesichter und alles dazwischen. Bis bald, Robert *n8n Ambassador Switzerland* *** ### 🇬🇧 English Version **n8n Zurich Community Meetup #3 – Build the Claw Bot** After our last meetup with nearly 40 attendees, the direction is clear: the n8n community in Zurich is growing – and we're back for round 3. **What to expect** This time we go hands-on. Together we'll build the **n8n Claw Bot** in a mini hackathon – in teams, with real code, real workflows, and a real result at the end. Whether you already use n8n daily or you've never touched it: teams will be balanced so everyone walks away with something. Repo to preview (or just star for later): 👉 [https://github.com/freddy-schuetz/n8n-claw](https://github.com/freddy-schuetz/n8n-claw) We'll attempt to get the setup running together on-site. **Special Guest** A virtual surprise guest has confirmed. We're not spoiling who. 👀 **What to bring** * Laptop (mandatory – no laptop, no hacking) * Curiosity * Optional: your current n8n project for the post-event chat **Details** 📅 May 12, 2026 📍 OfficeLab Baslerpark, Zurich 🎟️ Free entry – RSVP via Luma required Looking forward to seeing familiar faces, new ones, and everything in between. See you there, Robert *n8n Ambassador Switzerland*

Join us for our weekly entrepreneurship networking and coffee. Entrepreneurialism can be very challenging, in this meetup we help each other on the journey. Share experience strengths and hope. We do not sell or promote our products or services. The meeting starts at 8 am and introductions start at 8:15. Look forward to seeing you there!

\*\* Important RSVP [here](https://www.aicamp.ai/event/eventdetails/W2026051307) (Due to room capacity and venue security, it's required to pre-register at the link for admission). RSVP on Meetup is turned off. **Description:** Join us for a community-led developer event focused on AI-assisted coding with GitHub Copilot. This event brings together developers to explore practical workflows, real-world use cases, and hands-on experiences using GitHub Copilot. Whether you are new to GitHub Copilot or already using it, this event will help you better understand how to apply AI-assisted coding techniques in everyday development. **Agenda** \- 4:30pm: Doors open\, Snacks\, and Networking \- 5:00pm: Welcome\, Community update \- 5:10pm\~5:40pm: Tech talk: GitHub Copilot overview \- 5:40pm\~6:40pm: Tech talk: GitHub Copilot in Practice \- 6:40pm\~7:30pm: Open discussion and closing **Tech talk: Mastering GitHub Copilot CLI** **Speaker:** Aymen Furter - Cloud & AI Solution Engineer, Microsoft **Abstract:** Learn to harness the power of agentic development by transitioning to autonomous, multi-step terminal workflows. This session focuses on mastering plan-based execution, repository-aware context, and integrating external data via the Model Context Protocol. **Tech talk: GitStop Using GitHub Copilot Like a Toy** **Speaker:** Emanuele Bartolesi - GitHub Tech Lead, Xebia **Abstract:** Hub Copilot is easy to love in a demo. Real projects are different. Production codebases come with legacy code, missing context, inconsistent patterns, unclear requirements, and delivery pressure. That is where GitHub Copilot either becomes a real advantage or just an expensive toy. This talk focuses on practical ways to use Copilot in real development workflows, going beyond autocomplete. Agent mode, skills, Copilot CLI, and better prompting can make a real difference when working in messy repositories and under real deadlines. Designed for developers and tech leads who want more than flashy demos, this session shares concrete tactics to get better output, reduce noise, and make Copilot genuinely useful in day-to-day software delivery. **Speakers/Topics:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Venue:** Microsoft Schweiz GmbH The Circle 02, 8058 Zürich ZH **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 3,000+ AI developers in Zurich and 500K+ worldwide.

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!

Join us for a community-led developer event focused on AI-assisted coding with GitHub Copilot. This event brings together developers to explore practical workflows, real-world use cases, and hands-on experiences using GitHub Copilot. Whether you are new to GitHub Copilot or already using it, this event will help you better understand how to apply AI-assisted coding techniques in everyday development. **IMPORTANT**: Attendees must register [here](https://www.aicamp.ai/event/eventdetails/W2026051307). **Agenda** \- 4:30pm: Doors open\, Snacks\, and Networking \- 5:00pm: Welcome\, Community update \- 5:10pm\~5:40pm: Tech talk: GitHub Copilot overview \- 5:40pm\~6:40pm: Tech talk: GitHub Copilot in Practice \- 6:40pm\~7:30pm: Open discussion and closing **Tech talk: Mastering GitHub Copilot CLI** **Speaker:** Aymen Furter - Cloud & AI Solution Engineer, Microsoft **Abstract:** Learn to harness the power of agentic development by transitioning to autonomous, multi-step terminal workflows. This session focuses on mastering plan-based execution, repository-aware context, and integrating external data via the Model Context Protocol. **Tech talk: GitStop Using GitHub Copilot Like a Toy** **Speaker:** Emanuele Bartolesi - GitHub Tech Lead, Xebia **Abstract:** GitHub Copilot is easy to love in a demo. Real projects are different. Production codebases come with legacy code, missing context, inconsistent patterns, unclear requirements, and delivery pressure. That is where GitHub Copilot either becomes a real advantage or just an expensive toy. This talk focuses on practical ways to use Copilot in real development workflows, going beyond autocomplete. Agent mode, skills, Copilot CLI, and better prompting can make a real difference when working in messy repositories and under real deadlines. Designed for developers and tech leads who want more than flashy demos, this session shares concrete tactics to get better output, reduce noise, and make Copilot genuinely useful in day-to-day software delivery. **Speakers/Topics:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration:[ Submit Topics](https://earthy-metatarsal-c87.notion.site/2b15ca2f7f6f80d781f9e2e636d42637?pvs=105) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 3,000+ AI developers in Switzerland and 500K+ worldwide.

Animals can inspire you to use your creativity and improve your art skills. Many artists drew and painted animals. It makes sense when you observe the diversity in nature. Do you feel inspired? **WHAT WE DO?** **🦁** **I SHOW you HOW I SKETCH** **an animal with** **PENCILS**. 🦁 **CHOOSE your ANIMAL** **to draw.** **🦁 AWAKEN your EYE** **in every trial.** **Beginner?** You will learn more! In intimate groups I can help according to each level. **Advance?** Skip explanation and draw in your own rhythm if you prefer. **WHAT IS INCLUDED?** 🦋 **MATERIAL** Drawing paper (Faber-Castell), pencils, eraser and support board. 🦋 **MY GUIDANCE** 2 hours with me. Ask me your doubts which are holding you from the improvement you want. 🦋 **FREE entrance** to the Natural History Museum. Chairs available. [More info](https://www.uzh.ch/en/explore/museums/natural-history-museum.html) **Came before to my lessons?** CONGRATULATIONS! I will help you to continue growing! **I SPEAK** English, Spanish and German (intermediate level). **Hi! I am Marga and I am here to help you to improve your life.** Let me take care of everything. Good material, relaxing atmosphere, clear organization and kind support. **FOLLOW ME TO LERN MORE FOR FREE:** **[Marga Crea Arte](https://www.instagram.com/margacrea_art)** Youtube/Instagram/Facebook/TikTok).

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/eating-drinking/pub-quiz-optional-matching-for-singles-7450176547221194998.html) or** **[www.social-circle.ch](www.social-circle.ch)** 🎉 **Pub Quiz Night** 🎉 Join us for a night full of **mind-bending questions**, **unexpected twists**, and **more laughs than right answers** (probably). Whether you're a trivia wizard or just really good at pretending you know stuff, this night’s for you! Join our whatsapp group for updates on this event: [https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66](https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66) 📍 **Location:** BOHO 💰 **Price:** 15.- (includes tasty snacks + a prize for the winning team 🍾) 👥 **How Teams Work:** 🔹 Got a crew? Awesome, bring your squad and show us what you've got! 🔹 Looking to mingle with singles? We’ve got you! → Think 2 girls + 2 guys = the perfect cocktail of brainpower and awkward icebreakers 🔹 Not single? No problem! We’ll still team you up with some brilliant minds and maybe a few terrible guessers for balance 🏆 **What’s in it for you?** Glory, bragging rights, and the sweet, sweet taste of Prosecco-fueled victory. 💬 **Come for the trivia, stay for the chaos.** Spots are limited, so grab your seat before your smarter friend does! 🎟️ ​P.S. Pictures might be taken during the event, if you do not want it please let the organizer know. Tickets are non-refundable. **Want more events like this? Join our WhatsApp community:** [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP)

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)

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.

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

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

**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