Quality Assurance

Die zunehmende Vernetzung globaler Lieferketten bringt enorme Chancen, aber auch wachsende Risiken mit sich. Beim Event "Risk. Security. Quality. Tackling Challenges in Supply Chains" beleuchten wir aktuelle Herausforderungen, Best Practices und Strategien, um Lieferketten sicherer und resilienter zu machen. Freuen Sie sich auf einen entspannten Abend mit Expert:innen und ausreichend Gelegenheit, Ihr eigenes Netzwerk zu erweitern. ⏰ Wann? 26\. Februar 2026 📍 Wo? adesso, Prinzenstraße 34, 10969 Berlin 📅 Agenda 17:00 Uhr – Einlass 17:30 Uhr – Grußwort von Gregor Böhme, Digitalexperte, adesso 17:40 Uhr – Fireside Chat mit Raoul Mancke, Nachhaltigkeitsexperte, Kiwa 18:00 Uhr – Fireside Chat mit Joachim Mohs, Cybersecurity-Experte, PwC Deutschland 18:20 Uhr – Keynote „Ecosystem of Trust: Neue Ansätze für mehr Sicherheit in Lieferketten“, Sebastian Britz, CEO Kevla 18:45 Uhr – Networking, Food & Drinks Bitte nutzen Sie die Anmeldung auf unserer Website unter: 🔗 https://eu1.hubs.ly/H0qHZ9J0

Join us for a casual Product Round in Neukölln — a relaxed evening for **product people** who enjoy meaningful conversations and a **user-first mindset**. 🗓 **When?** Every last Thursday of the month (Join the group to get 🔔 reminders and 📍 location updates.) 👋 **Who it’s for** • Designers (UX / UI) • PMs & POs • Developers & Engineers • Researchers • Aspiring product people 💬 **What to expect** • Casual conversations about real product work • Sharing experiences, challenges, and learnings • Getting to know other product people in Berlin • No talks, no presentations, no pressure • Just drinks, chats, and good company 🚫 **Please note** This is a **no-sales, no-pitch, no-dating space**. The goal is simple: connect, exchange, and enjoy the conversation. If you care about **building products with users in mind** and want to meet like-minded people — this is for you. See you there! 😊 Phil

Der politische Diskurs ist für alle diejenigen, die politische und gesellschaftliche Themen verfolgen und sich gerne darüber austauschen wollen. Wir alle wissen, dass der Vorteil einer Demokratie gegenüber autoritären Systemen darin besteht, dass Meinungen geäußert und Kritik geübt werden kann - so let's do this! Jedesmal steht ein neues, eher generelles Thema im Zentrum, über das wir uns respektvoll austauschen wollen. Das Thema unseres kommenden Abends ist die Frage: **Pflege & Haushalt - wer macht's?** Interessante Informationsquellen für: [Nationale_Politik](https://www.deutschlandfunk.de/podcast-106.html), [News_aus_Wirtschaft](https://open.spotify.com/show/0MqROiCw2Vl0aVqxWdPjRC?si=dioN4162TqytZm210rXpYw), [Internationale_Nachrichten](https://ground.news/) **WhatsApp Gruppenchat**: Regt dich ein Politiker / eine Argumentationslinie auf? Hast du einen Podcast gehört, den du unbedingt teilen und mit anderen besprechen willst? Möchtest du aktiv bei der Themenwahl unserer Diskussionsabende teilnehmen, dann kannst du das [hier](https://chat.whatsapp.com/GkOfXfOypFC3YCzwHJ4b1X). Wir freuen uns auf deine Ansichten! Foto Imago / Photothek / Ute Grabowsky

👉 Anmeldung ausschließlich über Luma: https://luma.com/i49xrgjk ​🚀 Lerne unser Vertriebsteam in Berlin kennen und triff unsere Regionalleiterinnen Anna und Larissa persönlich – in entspannter Atmosphäre bei Snacks und Networking. Erfahre aus erster Hand, wie wir mit beratungsorientierter Sales-Arbeit und unserem innovativen Produktportfolio Gesundheitsfachkräfte spürbar entlasten und welche Entwicklungsperspektiven dich bei Doctolib erwarten. 🗓️ Agenda: 18:00 Uhr - Open Doors 18:30 Uhr - Willkommen bei Doctolib 18:45 Uhr - Q&A mit unseren Regional Managers 19:45 Uhr - Networking & Snacks ​ Als eines der führenden Healthtech-Unternehmen Europas setzen wir uns Tag für Tag dafür ein, die Arbeitsbedingungen von Gesundheitsfachkräften zu verbessern – und so den Zugang zur Versorgung für Patient:innen in ganz Europa wie u.a. hier vor Ort in Berlin und Umgebung einfacher zu machen. ​ Derzeit haben wir mehrere offene Stellen in Berlin und Brandenburg. Wir suchen berufserfahrene Sales-Profis (ca. 2–5 Jahre Berufserfahrung) mit Lust auf Verantwortung, Territory Ownership und das gemeinsame Erreichen von Zielen! ​Klingt spannend? Sichere dir jetzt deinen Platz - wir freuen uns auf dich! ​----------------------------------------------------- 👉 Anmeldung ausschließlich über Luma: https://luma.com/i49xrgjk ​-----------------------------------------------------

This late-evening class is a deeply restorative experience designed to help participants transition from the stimulation of the day into profound rest. The session blends gentle grounding practices, guided yoga Nidra or visualization journeys, and immersive sound healing using Tibetan bowls, voice, and subtle resonance. The intention is to calm the nervous system, release mental tension, and support better sleep and emotional integration.

Let’s kick things off for another Meetup, this time focusing on Agentic Deployment and Flink’s Data Platform Ecosystem. Join us on February 26th in Berlin and bring all your questions! : ) **Pawel Wiszniewski: *"From Ingestion to Insight: Flink’s Data Platform Ecosystem"*** [Pawel Wiszniewski](https://www.linkedin.com/in/pawel-wiszniewski/) is a Senior Data Engineer at[ Flink](https://www.goflink.com/shop/de-DE/deals/?campaignid=23008119587&adgroupid=190905032608&creative=676430819949&utm_source=google&utm_medium=search&gad_source=1&gad_campaignid=23008119587&gbraid=0AAAAABiSYNQr0V_xYSzvjjStCH6G-hLqP&gclid=CjwKCAiAkbbMBhB2EiwANbxtbQ-a9DxijUVV0nw5nXTXr037lYGiy6MIv5YbFjeo1qsZJStEPdBNxxoCPFQQAvD_BwE) and a well-known face at our Data Engineering Meetups. We're super excited to see our guest now stepping into the presenter's role. About his keynote: "You have data, analysts, and business use cases. But you can't simply stitch them together with spreadsheets, SQL queries, and Python scripts and still expect business users to trust the dashboards. To ensure data quality, reliability, security and freshness, you need a well organised set of tools and processes: a Data Platform. In this presentation, I will explain how the Data Platform at Flink was built, outline its high-level architecture, and describe the key products, tools, and processes that enable us to operate over a thousand data models and maintain full visibility into the current state of the business." **Sneha Nafade: *"AI Agents & Agentic Deployment"*** [Sneha Nafade](https://www.linkedin.com/in/sneha-nafade/) is a Cloud Architect at [Diconium](https://diconium.com/en/?utm_term=&utm_campaign=2025+%7C+Remarketing+%7C+DE/EN+%7C+All+Visitors&utm_source=adwords&utm_medium=ppc&hsa_acc=9083156072&hsa_cam=23281606208&hsa_grp=&hsa_ad=&hsa_src=x&hsa_tgt=&hsa_kw=&hsa_mt=&hsa_net=adwords&hsa_ver=3&gad_source=1&gad_campaignid=23483494785&gbraid=0AAAAADQqBJ6jY8TgZt7Ocjy37F5Gup62I&gclid=CjwKCAiAkbbMBhB2EiwANbxtbfuZyXSVyFENwFuHv9tAcygFWNM24hiXlk3rvKVpwBFfM__jFEBHBRoCMpsQAvD_BwE) with a rich experience in Cloud & Cybersecurity Architecture & Engineering. About her keynote: "AI agents are becoming autonomous digital operators capable of managing pipelines, calling APIs, and responding to live data signals. This session provides a practical guide to designing, deploying, and governing agentic systems in real-world production environments." ✧ ✧ ✧ **What to expect:** * Two expert talks and Q&A * Networking opportunities in our great Creator Space * Some snacks & drinks to fuel your thoughts : ) ✧ ✧ ✧ **Timetable:** * 18:30 - Event admission * 18:50 - Welcome & Introduction * 19:00 - Pawel Wiszniewski: *"From Ingestion to Insight: Flink’s Data Platform Ecosystem"* * 19:30 - 5 minutes break * 19:35 - Sneha Nafade: *"AI Agents & Agentic Deployment"* * 20:05 - Snacks, Drinks & Networking * 21:30 - End ✧ ✧ ✧ More on the **-> [applydata data engineering meetup page](https://applydata.io/data-engineering-meetup/)**. **Our goal is to form a local data-loving community, so join us and let's talk data together!** ✧ ✧ ✧ *At the event, sound, image and video recordings are created and published for documentation purposes as well as for the presentation of the event in publicly accessible media, on websites and blogs and for presentation on social media. By participating the event, the participant implicitly consents to the aforementioned photo and/or video recordings. Find [more information on data protection here](https://applydata.io/events/information-on-data-protection/).*

Bachata (the dance of our generation) is a social couple dance like Salsa - no choreography. The community in Berlin is active daily - you will meet a lot of open-minded people and make new friends quickly! Every Thursday we have Bachata dance classes in Berlin - we are usually a group of around 20 people (95% beginners): 🕖 19:00 - class: Bachata Technique for Beginners+ (0-1+ years experience) • No partner needed (we switch). • You can start from zero in any of these classes! 📍 Adress: Klosterstraße 44 ([Google Maps Link](https://maps.app.goo.gl/5VGEqaVSy9xBCoHv9)) - near S+U Alexanderplatz • Entry: Entrance A (next to U-Bahn), code: 5928# - 3rd floor (300), then black door. • Price: 12€ per class. ✅ Dance teacher contact: [WhatsApp-group](https://chat.whatsapp.com/IWKPsid0cBDAUHCWKZNL2B) / [Instagram](https://instagram.com/mahir.bachata.berlin) 🇩🇪: Bachata (der Tanz unserer Generation) ist ein sozialer Paartanz wie Salsa - keine Choreographie. Die Bachata-Szene in Berlin ist groß und täglich aktiv - du wirst schnell viele offene Leute kennenlernen und neue Freundschaften schließen! Jeden Donnerstag findet dieser Bachata Tanzkurs statt - wir sind meistens eine Gruppe von 20 Leuten (95% Anfänger): 🕖 19:00 Uhr - Kurs: Bachata Technik für Anfänger+ (0-1+ Jahre Erfahrung) • Kein Partner nötig (wir wechseln). • Du kannst in diesen Kursen jederzeit von null starten! 📍 Adresse: Klosterstraße 44 ([Google Maps Link](https://maps.app.goo.gl/5VGEqaVSy9xBCoHv9)) - Nähe S+U Alexanderplatz • Zugang: Eingang A (neben U-Bahn), Code: 5928# - 3. Etage (300), dann schwarze Tür. • Preis: 12€ je Kurs. ✅ Tanzlehrer Kontakt: [WhatsApp-Gruppe](https://chat.whatsapp.com/IWKPsid0cBDAUHCWKZNL2B) / [Instagram](https://instagram.com/mahir.bachata.berlin) Schreib uns gerne eine Nachricht, wenn du offene Fragen hast! Wir freuen uns auf dich ❤

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.

SQUASH SWEAT + TEARS WOMEN / MEN ACTIVITIES Players meetup at the club, play squash (with others around any level), train (if they wish), watch & learn from better players, make new friends, have a few drinks. Please be aware, we must take care to use our allotted courts. We arrange for these based on the sign-up lists. If many people sign up, but do not appear then the courts go unused and those on the waiting list miss a chance to play. In order to ensure this if a party on the attending list has not appeared, their future reservations will be moved to the waiting list. In addition, reservations will be allowed up to fourteen days in advance only. PRICE: €12 Kindly pay at the front-desk reception "before" you play on a squash court. Free for club members. COURTS 3 courts (1 + 2 + 3) @ 18:00 to 21:00 NEW JOINERS / TOTAL BEGINNERS We, the organizers — Oliva or James— are always available to teach you the basics and improve your skills to learn the rules and get introduced to players. Ask for "demo racket" at front-desk if you don't have one. PARTICIPANT RULES 1. RSVP to participate in meetup and play. MAX is 12 players. 2. Cancel your RSVP if you cannot attend. Be courteous to others who would like to attend. 3. Pay fee at club front-desk before playing. Thanks for your understanding and support AIRPORT SQUASH & FITNESS CLUB WEBSITE http://www.airportsquash.de Become a club member for 36 EUR per month and play UNLIMITED! SQUASH CLUB INTERIOR as a [3d view](https://www.keepeyeonball.com/Tour/d77705fd-24dd-44a1-9f12-15bf3648036b/4K?sc=7&y=110&p=-1&tz=100&r=-1.13;0.18&l=0.00;0.00&mz=-8.70&d=0&m=1) courtesy oc keepeyeonball.

Screenwriting360 is an intensive full-day masterclass giving you the creative tools, industry knowledge, and career strategies you need to thrive in the new era of filmmaking. The full-day class will cover the art of screenwriting, the business of screenwriting and the marketing of screenwriting. ​Understand how craft, career, and industry connect - and how mastering all three leads to real success. ​Learn from professional screenwriters, producers, and educators with experience across Netflix, Disney+, and leading European film institutions. ​Walk away with pitch materials, email templates, and outreach strategies you can start using immediately. ​The entertainment industry has changed. The Screenwriting360 workshop gives you the modern strategies and mindset to thrive in today’s creative landscape. For more information and to register, go to [Screenwriting360](https://www.screenwriting-360.com) **NOTE: Signing up here on Meetup does not reserve a space in the class.**

📅 **Week 6 Focus: Publishing Your Work** Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed! 📌 By the End of a Full Cycle, You should Have 🎯 A working project in your own GitHub repo 🎯 A small but real portfolio piece you can demo or write about 🧠 **Current Project** This cycle’s shared project is an **image-based knowledge extraction system**. In **Week 6**, we will finalizing and polishing your flashcard output: * Cleaning up ur pipeline and making it runnable end-to-end * Structuring your GitHub repository properly * Writing a clear README * Preparing a short project presentation/demo * Thinking about how to explain your technical decisions \*\*\* **👋 Who Is This For?** 🔹 Beginners who learn best by doing — no prior experience needed 🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data 🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects 🔹 Data professionals who want a creative playground outside of work 🔹 Anyone with big questions and a love for learning through experimentation \*\*\* **BUILD. LEARN. EXPERIMENT. OVER COFFEE.** Come hang out, meet like-minded people, and work on something fun. 📍 Based in Berlin – in-person meetups only (for now!) 💻 Laptops + ☕ highly encouraged Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w) Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing) \*\*\* ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.

We're excited to announce our first event for 2026! Join us for an evening of knowledge sharing, networking, and discussions on all things IT Security. Whether you’re a seasoned security professional or just starting out in the field, this is a great opportunity to connect with the community and learn from experts. **The Talks** * **[Virtual Keynote]** *Cybersecurity Changes I Expect in 2026* \- Daniel Miessler\, Founder of [Unsupervised Learning](https://newsletter.danielmiessler.com/) * *Atlas and the "Wimmelbild" - why resilience needs static AND dynamic frameworks* \- Xaver Schulze\, Cyber Security Officer \(ret\) at Bosch Connected Industry * *Stop Chasing CVEs* \- Nemo

**THE EVENT IS AT FULL CAPACITY.** **Attendance is only possible if you signed up on our Luma event page and you received confirmation of attendance (not waitlisted).** This session is part of the Berlin Cybersecurity Social community’s monthly meetup, where security professionals, leaders, and enthusiasts come together to share knowledge and connect. So are you a cybersecurity professional looking to connect with like-minded professionals, share experiences, and make friends? Look no further! **Cyber Risk in Banking & Finance: Regulation, Reality, and Measurement (Roundtable & Lightning Talk)** ​Ever wondered what is really happening in banking and finance when it comes to cybersecurity regulation, risk, and board-level accountability? ​Join the Berlin Cybersecurity Social community at the **Deutsche Bank Berlin Technology Centre** for an evening focused on how cyber risk is understood, measured, and communicated inside some of the most highly regulated organisations in the world. ​This month’s edition brings together senior security leaders from banking and fintech sectors for an open discussion and lightning talk on cyber risk, decision-making, and operating security programs in complex, regulated environments. ​**🔹 Roundtable Discussion - 45 mins** ​The evening will open with a roundtable conversation featuring: * ​Deputy CISO from **Deutsche Bank** Carsten Fischer * ​CISO of **N26** Reinhold Wochner * ​CSO of **Upvest** Sebastien Jeanquier ​The discussion will explore how security leaders assess and manage risk, align cybersecurity with business priorities, and communicate effectively with executive leadership and boards. ​**🎤 Lightning Talk 1 - 30 Mins** ​**Cyber Risk Quantification: From Theory to Practice** **Dr. Sybe Izaak Rispens** ​Traditional cybersecurity metrics often fail to express risk in business terms. This session explores how cyber threats can be translated into financial impact using quantitative frameworks such as FAIR. Dr. Rispens will walk through practical steps including identifying critical assets, estimating loss event frequency and magnitude, and using simulations to support decision-making. ​Drawing on real-world experience from financial institutions, including leadership roles at **Klarna AB** and **Trade Republic Bank**, the talk shows how cyber risk quantification helps security teams prioritize investments, justify budgets at board level, and integrate cybersecurity into enterprise risk management. ​ ​**🎤 Lightning Talk 2 - 30 mins** **​Entropy and Empathy: Applying Technical Writing Principles to Cybersecurity** **Dustin Smith – DB Security Strategy and Frameworks** ​Despite significant investment in cybersecurity technologies, many successful cyber-attacks still originate from human behavior rather than technical failure. This talk explores why traditional, information-based security awareness programs often fail to translate into secure behavior, and why cybersecurity culture should be understood as a behavioral and organizational change, not just a compliance or training exercise. Drawing on insights from behavioral economics, psychology, and real-world breach data, it highlights how attackers exploit human decision-making habits and social dynamics, and why simply knowing the “right thing” is rarely enough. ​The presentation introduces a transformational approach to cybersecurity culture that focuses on shaping behavior, norms, and shared responsibility across the organization, especially under pressure and during incidents. It connects cybersecurity culture to cyber resilience, a critical concern for financial institutions, and examines how these challenges are amplified in the AI era, where attacks are faster, more convincing, and more personalized. The goal is to offer a practical, strategic perspective on how financial institutions can move beyond awareness and compliance toward sustainable, human-centered security. *** ​As always, expect thoughtful discussion, practical insights, and meaningful connections with peers from across the Berlin cybersecurity community. **About Berlin Cybersecurity Social:** This meetup is open to cybersecurity professionals of all levels, from beginners to experts. Whether you're a seasoned pro or just starting your journey in the field, this event is the perfect opportunity to connect with others who share your passion for cybersecurity.

🍕 **Data & AI Lunch Meetup – Pizza & Exciting Conversations** 🍕 The second **DVC Data & AI Lunch Meetup Berlin** is coming up! We’ll gather for a **shared lunch** and discuss everything around **Data & AI**. **When:** Friday, February 27, 2026, 12:30 PM **Where:** Monte Mente, Das Center am Potsdamer Platz **Cost:** Self-pay **Topic:** Exchange on Data & AI Join us for a great time of pizza and discussion on the latest developments in the **data world**! Looking forward to an exciting exchange with you! 🍕🤝 [#Data](https://www.datavaluecreation.com/search/posts?query=%23#Data) [#AI](https://www.datavaluecreation.com/search/posts?query=%23#AI) [#Meetup](https://www.datavaluecreation.com/search/posts?query=%23#Meetup) [#Networking](https://www.datavaluecreation.com/search/posts?query=%23#Networking) [#Innovation](https://www.datavaluecreation.com/search/posts?query=%23#Innovation) [#DataStrategy](https://www.datavaluecreation.com/search/posts?query=%23#DataStrategy)

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-4/.

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

Join us and work remotely together with like-minded UX folks. This is a last minute opportunity to get out at one of our favorites, [Junto](https://thejuntohotel.com/)! Plenty of seating is available in addition to a connected coffee shop and restaurant. I will be there 10-12 for sure, maybe longer. Feel free to come and go anytime during the day, and don't forget your charger and headphones!

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)