Business Analytics

## Über diese Veranstaltung ## Der Metal Business Club startet jetzt in Berlin! Bist du Unternehmer mit einer Leidenschaft für Metal, Punk oder Hardcore? Möchtest du dein Unternehmen in einem Umfeld ausbauen, in dem Musik und Unternehmertum zusammenkommen? Dann komm zur Eröffnungsveranstaltung des Metal Business Club in Berlin! Wir organisieren monatliche Networking-Events, bei denen du dich mit anderen Unternehmern austauschen kannst, die deine Leidenschaft für härtere Musik teilen. Egal, ob du deine Sichtbarkeit erhöhen oder dich persönlich weiterentwickeln möchtest – hier bist du genau richtig. Und natürlich ist unsere Lieblingsmusik immer das verbindende Element. Bei diesem ersten Treffen erklären wir dir genau, was der Metal Business Club ist und was wir zu bieten haben. Auf dem Programm stehen folgende Themen: * Warum ist strukturiertes Networking für Unternehmer sinnvoll? * Was sind 5 praktische Tipps, um dein Netzwerk deutlich zu verbessern? Einlass ist um 19:00 Uhr, das Treffen beginnt um 19:30 Uhr. Das Treffen dauert 90 Minuten, danach bleibt reichlich Zeit für freies Networking und den Austausch persönlicher Kontakte! Das Beste daran ist, dass diese Veranstaltung völlig kostenlos ist. Sie bezahlen nur die Getränke, die Sie während oder nach dem Treffen bestellen.

An International Event for everyone around the world looking at starting an online business to create a reliable side income or future-proof existing earnings ⚠️ **Important:** You must click the registration link in advance — selecting “Attend” on Meetup alone will NOT give you access. ***Click here > https://www.podlaunchpro.com/webinar*** to register in advance of the workshop start. *Please note : The zoom link allows you to register in advance and the workshop zoom link is emailed to you. Please join the event a few minutes before it starts.* Want to start an online income stream — without stock, design skills, or big upfront costs? Print-on-demand has become one of the simplest ways to launch an online business — and with AI, it’s now faster and more accessible than ever. In this live session, you’ll see how ordinary people are creating and selling products online using simple tools and proven methods — without needing to be technical or creative. \*\*\* \#\# 👀 What you’ll learn • How AI can help you create designs and product listings • How to find niches and keywords people are already buying • Why Etsy remains one of the easiest places to start • The exact steps to go from idea to live online store No fluff. No theory. Just a clear, practical walkthrough of how this works today. **\*\*\*** **About your host** Led by Nigel Wymer — a print-on-demand mentor with 16+ years in e-commerce and a proven track record selling on Etsy. Featured on Can You Make £10K in 10 Days?, where print-on-demand was selected as one of the simplest business models to get started. \*\*\* **Who this is for** • Complete beginners exploring online income • Anyone looking for a flexible side hustle • Existing sellers wanting to simplify and scale with AI No experience needed — everything is explained step by step. ⚠️ **Important:** You must click the registration link in advance — selecting “Attend” on Meetup alone will NOT give you access. ***Click here > https://www.podlaunchpro.com/webinar*** *Please note : The zoom link allows you to register in advance and the workshop zoom link is emailed to you. Please join the event a few minutes before it starts.* The Adapt and Thrive Events Group wholeheartedly supports the policies and principles of Meetup. We make no guarantees and we do not offer financial services or assurances. All our Meetup Events are FREE to attend.

**Liebe Finanzfreunde,** 🌞🌳 Was gibt es Besseres, als sich an der frischen Luft zu bewegen und gleichzeitig über spannende Themen rund um Finanzen zu sprechen? Wir laden euch herzlich dazu, gemeinsam durch einen schönen Park zu spazieren und uns über verschiedene Finanzthemen auszutauschen. Egal, ob du neu in der Welt der Finanzen bist oder schon fortgeschrittene Kenntnisse hast, du wirst die Gelegenheit haben, neue Leute kennenzulernen, dein Netzwerk zu erweitern und neue Inspirationen zu erhalten. **Themen, über die wir sprechen werden:** * Finanzielle Freiheit * Anlagestrategien bei Aktien * Kryptowährungen * Immobilieninvestitionen * Offene Fragen und persönliche Erfahrungen **Ablauf:** * 18:30 Uhr: Treffen und Begrüßung * 18:45 Uhr: Start des Walk and Talk * ab 19:30 Uhr: Gemeinsames Sitzen bei einem Lokal um bei einem Bier oder einem anderen Getränk weiterzudiskutieren Bringt eure Fragen, Ideen und gute Laune mit! Wir freuen uns darauf, mit euch einen inspirierenden Abend zu verbringen. **Treffpunkt:** Stülerstraße 8-10, 10787 Berlin Wir treffen uns draußen in der Nähe der Koreanischen Botschaft und dann laufen zusammen Richtung Tiergarten. Beste Grüße, Euer Aktien für Alle Team ========================================== **Wer wir sind:** Wir sind eine vielfältige Gruppe von Menschen, die entdeckt haben, dass strategisches Aktienhandeln für jeden zugänglich ist. Unser Ziel ist es, unsere gemeinsame Erfahrung zu teilen und Anfänger im Aktienhandel zu inspirieren, sich sinnvoll und emotionsfrei zu investieren. Wir glauben fest an das Konzept des gegenseitigen Lernens – indem wir dir helfen, lernen auch wir von dir, und schaffen so eine Win-Win-Situation für alle. **Was wir glauben:** * Erfolgreiches Aktienhandeln ist keine exklusive Domäne für Finanzexperten. * Das Verstehen von Aktien und das Treffen informierter Anlageentscheidungen ist für jeden erreichbar. * Du benötigst keinen Abschluss in Betriebswirtschaft, um die Prinzipien der Wertanlage zu verstehen. * Technische Aktienanalyse ist nicht nur für Finanzprofis gedacht; es ist eine Fähigkeit, die du erlernen kannst. **Über die Meetup Gruppe:** Shuying hat Mitte 2023 selbst ihren Weg zur erfolgreichen Anlegerin gefunden – von frustriert und überfordert zur begeisterten Aktieninvestorin mit Fokus auf Chartanalyse. Begeistert von die Methode von Raik Mandel gründete sie diese Meetup-Gruppe, um andere auf ihrem Weg zu mehr Selbstvertrauen, Klarheit und finanzieller Freiheit zu unterstützen. **Über Raik Mandel:** Raik hat mehr als 25 Jahre Erfahrung als Bauunternehmer, Immobilieninvestor und Aktionär. Seine Leidenschaft hat sich inzwischen mehr auf die Börse verlagert, da dies weniger Zeitaufwand erfordert, flexibler ist und auch in fallenden Märkten Gewinne ermöglicht. Er hat sich auf einfache Aktienanalysen mithilfe der Chartanalyse spezialisiert. Raik war langjähriges Mitglied im IIC (Immobilien Investment Club), ist Mitglied im IVD (Immobilien Verband Deutschland), im VTAD (Vereinigung technischer Analysten Deutschlands e. V.). Neben Aktien und Immobilien sind IPO's, Optionen und Kryptowährungen auch relevante Themenbereiche. Video: [Meistere den Aktienhandel](https://go.vermoegens-akademie.de/meistere-den-aktienhandel/#aff=rendite-coaching) Website: [https://www.rendite-coaching.de/](https://www.rendite-coaching.de/)

**BitDevs Bitcoin Socratic Seminar Berlin @ c-base Raumstation** Join us for our monthly interactive **[Bitcoin Socratic Seminar](https://bitdevs.berlin)** in Berlin! We’ll start with pizza and beer (sponsored by [Ordimint.com](https://ordimint.com)), followed by deep-dive discussions on the most interesting *technical* developments in Bitcoin from the past month. Participation by everyone is highly encouraged! Our goal is to foster lively discussion, knowledge sharing, and debate. In the weeks leading up to the event, participants gather topics such as: * New research papers * New BIPs and BOLTs * Network statistics * Technical blog posts * Mailing list and Delving Bitcoin threads * Pull requests and updates from key repos (Bitcoin Core, LND, Core Lightning, Eclair, BDK, rust-bitcoin, LDK, Electrum, …) Each topic is briefly introduced by our moderators and then discussed before moving on. The full list of links will be published at [bitdevs.berlin](https://bitdevs.berlin) 1–2 days before the event — please review them in advance to get the most out of the discussion. **Important details:** * This event is highly technical — best suited for those with a solid grasp of Bitcoin internals. Curious newcomers are always very welcome, but expect in-depth conversations (see the former topics at [bitdevs.berlin](https://bitdevs.berlin)). * Chatham House Rule applies: you may share what was discussed, but not who said it. No livestream, no photos, no recordings. * The evening begins with food and networking; people often stay after the seminar to keep talking. **Co-hosted by:** * [Felix](https://x.com/FelixWeis) * [Freerk](https://x.com/freerko) * [Fabian](https://x.com/fjahr) For background on the idea of BitDevs Socratic Seminars, see [this article](https://bitcoinmagazine.com/articles/op-ed-want-to-learn-about-bitcoin-try-a-local-socratic-seminar).

Hello Gophers, Welcome back for another year of Go talks and networking! Would your company like to host our meetup? Let us know! If you'd like to give a talk - submit your proposals here: http://goo.gl/forms/54YvJT223F All talk formats work: short talks (5-10 min) as well as regular length (25 min). If you have more ideas - talk to us at the Gophers slack: https://invite.slack.gobridge.org/ in the #berlin channel, and follow us on twitter: https://twitter.com/gdgberlingo **Speakers**: *Simon Schulte* is a Tech Lead with nearly a decade of experience building scalable backend systems across fast-paced product companies. With a background in business informatics and a passion for Golang, cloud infrastructure, and DevOps, he has spent his career solving complex engineering challenges. He is particularly excited about leveraging AI and LLM workflows to eliminate the tedious, repetitive work that slows developers down — think tech debt, boilerplate, and documentation — so engineers can spend their energy on what actually moves the needle. For Simon, AI isn't about replacing developers; it's about giving them back their time. *Daniel Peralta Madriz* is a backend engineer from Costa Rica with around 6 years of experience working with Golang, although, sadly, he's been spending most of his time lately working with Node.js :(. He is interested in distributed systems, scalability, and developer experience, and is currently experimenting with how to leverage LLMs to safely and autonomously execute repetitive tasks. *Michael Morgen* is a Platform/infra engineer by day, runtime and network optimizations by night. Join in person at: **Talon.One** Talon.One is the incentives engine behind 300 of the world’s most-loved brands, unifying loyalty and promotions on a single flexible platform. Their customers run millions of real-time incentive decisions across markets, channels, and use [cases.As](http://cases.as/) incentives become more strategic than ever, they are continuing to raise the bar for what businesses can build and how fast they can build it Wiener Str. 10, 10999 Berlin https://maps.app.goo.gl/8eMjgWes1E4TBA3c7 or virtually at: https://www.youtube.com/live/qh__TQ1bMF0?is=hw21pk0ZE3HGyaaT *** Agenda 10:49 PM: Networking Networking over drinks and food 7:30 PM: Welcome Welcome words from the organizers 7:35 PM: Talk 1: Go-ing Against the Chaos: Deterministic LLM Workflows / Daniel Peralta Madriz (Backend developer) & Simon Schulte (Techlead of Webhooks and Notifications) @ Talon.One LLMs are powerful, but “it works most of the time” isn’t good enough for production. In this talk, we’ll walk through how to design deterministic workflows around non-deterministic models using Go. From structured iteration loops to validation steps and guardrails, you’ll learn how to move beyond prompting and start engineering reliable LLM-powered systems 8:10 PM: Announcements and break Announcements, HR lost & found, open mic 8:30 PM: Talk 2: About Go Memory Allocator / Michael Morgen, Platform/infra engineer @ Mirantis A short talk about how Go gives memory to your program. We will look at the main allocator parts, why small allocations are usually fast, when Go asks the OS for more memory, and a couple of simple examples where this knowledge helps performance. 9:05 PM: Networking Networking over drinks and food *** Hosted By Natalie Pistunovich, Organizer Ole Bulbuk, Organizer Tim Scheuermann, Organizer Anderson Queiroz, Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-berlin-golang-presents-hybrid-may-golang-meetup-1/.

**Demo Drop** 🔊 **@ Bohnengold --** We'll be hosting a longer, more relaxed session this week. Come and share a demo that you're currently working on or share a completed track with our community and get feedback in a friendly and supportive setting. Or just come and socialise and listen to the latest works from other producers. You can register to share some music here: https://forms.gle/xaF7sPBNpjAVPeY98 Note: * IF YOU'RE SHARING MUSIC, YOU MUST CHECK IN WITH THE HOSTS WHEN YOU ARRIVE TO CONFIRM YOUR SIGN UP! * Due to time limitations, we might not be able to play all tracks. * Long tracks will be faded out at 5 minutes **Agenda:** 7pm - Arrive, socialise and network 7:30 - Begin the Demo Drop sharing session 10/11pm - Bohnengold DJ sets to follow We’re very excited to host another event at **Bohnengold**. They have an amazing club space with a fantastic sound system. We will be running a longer event this week until Bohnengold DJs come on at 11pm. Note: Bohnen Gold will be opening an hour early for our event so any drinks purchased will help cover the extra staffing costs for the venue. This is a free event for our community. It is open to producers of all genres, skill levels, and backgrounds. Whether you’re an experienced producer or just starting out, it’s a welcoming space to connect with others, exchange ideas, and find inspiration. All genders, ages, genres, and DAWs are welcome. Invite friends or collaborators if you like, and help us continue building Berlin’s vibrant community of music producers. We look forward to seeing you there. Stay connected: Telegram group: [https://t.me/musicproducersberlin](https://t.me/musicproducersberlin) Instagram: [@musicproducersberlin](https://www.instagram.com/musicproducersberlin/)

Du willst cool aussehen, wie du über den Boden schwebst oder einfach die Basics für Shuffle (Cutting shapes) lernen? Dann komm vorbei! 👟💥 Keine Angst wenn hier nur wenig Anmeldungen sind, über die WhatsApp-Gruppe sind immer einige andere Leute da 😉 (du bist also nicht allein) Level: Beginner/Intermediate 🙋🏽‍♂️ Teacher: Chris (🇩🇪/🇬🇧) 💰 Price: 15,-€ 💶 Payment: PayPal (QR Code) / Cash Pay in person - payment upon arrival (PayPal QR Code)

Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Berlin! Tech, AI, Data, IT, and more \~ ​ \-\-\-\-\-\-\-\- ### Event Details 💰 Cost: Free 🍺🥃 Afterwork drinks and social 📍 Belushi's Berlin (Alexanderplatz) (Inside, or ask for Tech Social) - Rosa-Luxemburg-Straße 41 🕕 6:00pm onwards every Friday ​ **Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:** 🔗 [Link to Website](https://techsocialberlin.com/event/meetup) ​ If you cannot find us, ask staff about Tech Social, or ask in the WhatsApp community above. ​ \-\-\-\-\-\-\-\- ### Who Should Attend? Perfect for **Berlin tech professionals** including: * **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js) * **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL) * **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security) * **Product Managers & Tech Entrepreneurs** * **Students & Tech Graduates** looking to break into tech * **Career Changers** entering tech industry * **Remote Workers & Digital Nomads** in Berlin * **Startup Employees & Entrepreneurs** * **Digital Marketing & Product Professionals** * **Senior Engineers** looking to mentor and network \-\-\-\-\-\-\-\- ### What You'll Experience * 🤝 **Network with Berlin tech community** * 💼 **Job opportunities** and referrals from peers * 🚀 **Career acceleration** through peer networking * 🎯 **Skill sharing** and tech discussions * 🧠 **Knowledge sharing** on latest tech trends * 🎉 **Social activities** and games * 🧠 **Learn from peers** about real-world challenges * 🚀 **Collaborate** on projects and ideas * 🎯 **Mentorship connections** (both ways!) * 🍻 **Fun, casual atmosphere** \- no matter your seniority level \-\-\-\-\-\-\-\- ### Event Guidelines * Support the venue by purchasing drinks/food (no outside items allowed) * Maintain appropriate behavior and respect for all attendees * Bring physical ID if required by venue (call ahead to confirm) \-\-\-\-\-\-\-\- ​ ​ *Berlin Germany tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Berlin Germany tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers*

Join us for an upcoming in-person Lean Coffee meetup. Lean Coffee is a lightly-structured meeting format where the attendees create the agenda. Bring your management challenges; whether you're managing people, products, processes or beyond, and solve them together with peers from a diverse set of backgrounds. This event is great for anybody trying to create better ways of working and wants to share with + learn from others trying to do the same.

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

🚀 PLUG-IN #1 **Scale Your Idea or Career with AI** Got an idea you want to grow? Thinking about your next career move? Curious how AI can actually help you move faster? This one’s for you. Welcome to **The Plug-In** — a new monthly gathering for founders, professionals, creatives, and ambitious builders who want to use AI as a real strategic advantage (not just another buzzword 🤖). Each month, we bring together: ✨ One expert-led workshop ✨ A shared dinner to network and connect For our very first edition, we’re diving into how AI can help you: 💡 Strategize on and strengthen your ideas 📈 Build momentum in your business or career ⚡ Work smarter and scale faster 🎯 Create a clearer strategy for growth You’ll hear from an AI growth strategist (Angeley Mullins), take part in a hands-on workshop, and connect with other people building exciting things in Berlin. Whether you’re: — Building a startup — Exploring a side hustle — Navigating a career pivot — Or simply trying to stay ahead in the AI era… …you’ll leave with practical tools, fresh ideas, and meaningful connections. ### What you’ll walk away with: ✅ A practical AI toolkit tailored to your goals ✅ A smarter go-to-market mindset ✅ Real conversations with people who are building and growing ✅ Actionable next steps you can apply immediately 🍽 Food & drinks included 🎟 Limited seats available 📍 Berlin 📅 May 15th, 2026 This is the very first Plug-In session — come be part of the launch. We look forward to seeing you there Secure your spot using Paypal: https://www.paypal.com/ncp/payment/XQMQSUS8H35N2 Or via eventbrite: https://www.eventbrite.de/e/plug-in-scale-your-idea-or-career-with-ai-tickets-1988825889774?aff=oddtdtcreator For 25 euro tickets, download the BIT app and get a member's discount

Looking for a fun, energizing way to move your body and meet new people? Join us for a Silent Disco Hip Hop Dance Workout a unique experience that combines music, movement, and connection 🎧💃 ✨ What to expect: • Fun icebreaker games to get to know each other • A full-body Hip Hop dance workout (beginner-friendly) • Learn cool dance move with silent disco experience • Spark Connections over a fun time We’ll kick things off with fun, easy icebreaker games to get to know each other. Then enjoy a 1-hour guided silent disco dance workout (with your own Bluetooth headphones) with dance music and simple moves. No experience needed! Come solo or with a friend, you’ll leave feeling energized, uplifted, and connected 💫 👉 Join the WhatsApp group to connect before the event: https://chat.whatsapp.com/GaUmXBIg1oy4BtYgxuxEsu?mode=gi_t 📸 Check our vibes on Instagram: https://www.instagram.com/sparkevents_510

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

# Tired of dating apps or surface-level events? This is different. This is a **2-hour guided relational experience** designed to help you connect with other singles in your city — without small talk, pressure, or performance. **What happens:** • You join a 2-hour guided online session • You meet a small group of singles from Berlin • You’re led through structured connection exercises • Within 48 hours, you meet the same group in person • You stay connected afterward via WhatsApp **This is for you if:** • You’re done with shallow or random social spaces • You want deeper, more intentional connection • You’re open to a structured experience If you’re just browsing or looking for something casual, this likely won’t be a fit. **Important:** Spots are limited and booking happens through our website. 👉 Reserve your spot & stay in the loop with new events every month: [[https://consciousconnections.com/join](https://consciousconnectionsclub.com/join)] **When:** Online session: [9-11 AM] In-person meetup: within 48 hours (details shared after booking) Most people come alone. Most leave having met people they genuinely want to see again.

**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.

**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.*

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

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

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)