Data Analytics

**Be part of the next Londroid event on Wednesday 3 June 2026, hosted by Deloitte Digital.** Spend the evening with the Android community in central London, with talks, conversation, and the chance to connect with others working across mobile and digital products. We’ll also hear from the Deloitte Digital team, before heading to **The Last Judgment** afterwards for drinks and further conversation. **Please note that photo ID is required for entry to the venue.** **Tickets:** We have 100 tickets available. Don’t miss out. Follow us on Twitter and LinkedIn for updates. **Schedule:** 18:00 – Doors open & registration 18:30 – Welcome from Londroid and Deloitte Digital 18:45 – Alex Bradbury-Jones - Protect your Secrets 19:30 – Vaidehi Deshpande - On-device AI on Android : Gemini Nano 19:55 – Q&A and socialising 20:30 – Drinks at The Last Judgment **Our Hosts and Sponsors** **Deloitte Digital** Deloitte Digital brings together strategy, creativity, technology, and delivery to help organisations solve complex problems and create meaningful impact. Combining Deloitte’s scale and discipline with the power of creativity, the team designs and delivers digital solutions that help businesses adapt, grow, and build stronger connections with customers and communities. **Novoda** Novoda is a digital product agency dedicated to building high-quality mobile software. Their team of engineers helps companies scale, modernise, and improve their development practices to deliver exceptional digital experiences. We look forward to seeing you there.

**\*\*TO BOOK YOUR TICKET PLEASE GO HERE, AN RSVP IS NOT A CONFIRMED BOOKING! [https://dateinadash.com/events/london/waterloo/speed-dating/03Jun2026-7549](https://dateinadash.com/events/london/waterloo/speed-dating/03Jun2026-7549)\*\*** Go on 15 dates at our popular Wednesday night Speed Dating event at the [Tonight Josephine](https://www.tonightjosephine.co.uk/bars/waterloo) near Waterloo station. This event is for ages 21-45 (age guide) and has an equal ratio of men and women. Expect to meet a lots of singles at the best [Speed Dating event](https://dateinadash.com) in the London on Wednesday night. Easily one of our most popular events with a great crowd every week. Speed Dating kicks off at 8pm prompt and any guests arriving late may not be able to take part so please ensure you arrive 15-30 minutes before the scheduled start time to allow for registration. When all the guests have arrived the host will explain how the evening will unfold and you will be provided with a scorecard and pen. When the event begins women will be seated and men will rotate between tables every 4 minutes. At the end of each date guests mark on their scorecard or phone using our mobile website whether they would like to see that person again. The event will finish around 9:30pm but guests are welcome to stay and mingle if they wish. The following day we'll contact you with the results and you can communicate with anyone you've matched with through our website. Please be aware that speed dating places are limited and the majority of our events do sell out, so please book early to avoid disappointment. If you have any queries about this event please contact us at enquiries@dateinadash.com or call our telephone bookings hotline on 0845 862 1448 (9am 5pm).

# **Agentic AI in Practice: Real Stories, Real Results** AI agents are moving from hype to real-world use, but what does that actually look like in practice? Join us for our next Brighton AI meetup on **Wednesday 3rd June, 6pm to 8pm**, where we’ll be exploring how people are using agentic AI in real life, not just in theory. This session will focus on practical examples, useful lessons and honest reflections from people putting AI agents to work. We’ll look at how agentic AI is being used to improve workflows, boost productivity, support teams, speed up research, manage tasks, make decisions and get projects moving. ## **Speaker line-up so far** We’ll be joined by: * **Amber**, who will share how she’s using agents to support **personal productivity** * **Thomas Mann from Clawbench**, who will talk about building an **agentic AI start-up** and how to optimise your agents * **Antony from Brilliant Noise**, who will share how agents are being put into **client teams**, and potentially how they’re being used within their own company too Expect short, accessible talks followed by a panel discussion on what’s working, what’s still tricky, and what others can learn from early experiments and real-world implementation. You don’t need a technical background to join. This session is for anyone curious about how AI agents are being used now, what they can help with, and what they might mean for the way we work next.

BOOK YOUR TICKET 👉🏼 [HERE](https://itsadate.club/event/speed-dating-in-soho-38/). Step into a fun, fast-paced night of introductions with 30+ super-social guests—hosted by London’s #1-rated dating events team! Moments from Tottenham Court Road Station, All Bar One New Oxford St. is a firm favourite with our mid-week speed dating crowd. The spacious open-plan bar is a welcoming setting for this social evening, with a dedicated mezzanine level reserved exclusively for It’s a Date. You will have the chance to select a drink from the extensive bar menu, meet your friendly host, and get comfortable on the mezzanine before we begin. For those continuing into the night, you are in the heart of Soho, so the opportunities are endless! Our host will be at the venue ready to welcome you at 19:30. Please arrive on time for registration, to grab any drinks from the bar, and receive a summary of how things will work. You will be given an optional name sticker, a pen, and a note card to keep track of everyone you’ve met. Ladies will be seated on tables adequately spaced, discreetly numbered, and arranged in a comfortable area of the venue. When speed dating commences, gents will join ladies for 5-minute dates to get to know one another. Your host will notify all guests at the end of each date, signalling for gents to move to the next table in ascending numerical order. During table rotations, you will have a moment to record on note cards your feelings towards the previous date and intention to reconnect, for your reference only. Mid-way through the evening, your host will indicate a 15-minute comfort break to use the rest room, head to the bar, or socialise with new connections. Dating will then resume for the second half of the evening. At the end of the speed dating the bar will remain open for more socialising. You can then access the event listing in your dashboard to enter feedback on dates and await your matches. If you have any questions on the event or how things will work, please get in contact with Ollie on 07517 065 492 or ollie@itsadate.club.

Hey hey London folks 👋 We’re excited to kick off a new chapter for our London meetup community! React Advanced London is evolving into Web Engineering London — expanding beyond React to cover the broader world of modern web engineering, from frontend architecture and full-stack systems to AI-powered developer workflows. Join us on **June 3** for the first edition of the new series 🚀 **📍Location:** 20 Farringdon Road EC1M 3HE, Clerkenwell. **🗣 Call for Proposals** Have an idea or story to share? Submit your talk proposal through our [CFP form](https://forms.gle/rCiQ8Y4jajiC8AHMA) and take the stage at one of our upcoming meetups! **🤝 Organized by** This event made possible thanks to the support from [AI Coding Summit](https://aicodingsummit.com/) and [React Advanced London](https://reactadvanced.com/) organizers – [GitNation](https://portal.gitnation.org/). **🤝 Sponsored by** Huge thanks to our friends [Depop](https://www.depop.com/)! Depop is a circular fashion marketplace where anyone can buy, sell and discover desirable, affordable secondhand fashion. Since Depop was founded in 2011, our community of 43M registered users has helped popularise preloved fashion and drive forward resale culture, globally. Explore open opportunities here: [https://depopcareers.com/](https://depopcareers.com/) **🤝 Want to support our community?** We’re looking for venue partners and sponsors for future meetups. Let’s discuss collaboration — [contact us!](https://forms.gle/zWYxsanfbhV64dEr5) **🕑 Event Schedule** 18:00 - Doors open - snacks, beer, socialization 18:30 - Opening notes **18:40 - Combating On-Platform Phishing at Scale -** **[James McGill](https://www.linkedin.com/in/james-mcgill-0a997038/)** **19:05 - Your Agent Is an Infinite Canvas -** **[RL Nabors](https://www.linkedin.com/in/nearestnabors/)** 19:30 - Breaks **19.45 - An Instant Backend for the Open Web - [Daniel Roe](https://www.linkedin.com/in/daniel-roe/)** **20:10 - Networking, Open Mic Lightning Talks** Mingle until 21:00 pm — **👍 Code of Conduct** By registering for this event you agree to comply with our [CoC](https://gitnation.com/coc) **📩 Contact** [events@gitnation.org](mailto:events@gitnation.org) [https://twitter.com/ReactAdvanced](https://twitter.com/ReactAdvanced) [http://youtube.com/ReactConferences](http://youtube.com/ReactConferences) [https://bsky.app/profile/reactadvanced.gitnation.org](https://bsky.app/profile/reactadvanced.gitnation.org)

WEDNESDAYS at Hammersmith Salsa Club, Hammersmith, London Open Every Wednesday Hammersmith Salsa & Bachata Club, 11 Rutland Grove, Hammersmith, W6 9DH (http://www.incognitodance.com/hammersmith-salsa-club-west-london/) 7pm – 11:00 pm Bachata Classes: 7:30pm – 8:20pm (6 levels) Salsa Classes 8:30 -9:20pm (6 levels) No prior bookings are needed, just turn up and dance. Absolute beginners are warmly welcomed. Wear comfortable shoes and light clothes, to keep you dancing comfortably all night £10 Club Only £16 Two Classes + Club Usually has 200+ dancers every week Fun & friendly classes for dancers of all levels. Plenty of social dancing to the latest Latin grooves.

**ALL TICKETS MUST BE PURCHASED IN ADVANCE VIA THE PAYMENT LINK TO ATTEND THIS EVENT. RSVP TO MEETUP IS NOT ENOUGH** **Welcome to Socialite Connections –** **Business Networking: Health Care, Wellness Industry** Join us for an extraordinary networking experience designed exclusively for passionate professionals in the **health care and wellness industry** ecosystem! This dynamic event is your gateway to connecting, collaborating, and catalysing transformative opportunities across cutting-edge industries. Socialite Connections connects the dots between industry experts, entrepreneurs, and organizations, fostering meaningful connections, collaborations, and insights that drive progress and improvement in the healthcare and wellness sector. **Ticket & Entry: Here is the payment link:** https://www.fatsoma.com/e/mddeubwu/health-care-wellness-industry-networking-for-professionals-at-the-anthologist **We start the event at 6.00pm with a warm welcome.** Having an open-minded approach is ideal, as it will enable you to establish new connections. We have hired the private room downstairs. **The Anthologist -** Located in the heart of the City, on Gresham Street by Bank station, The Anthologist is a gorgeous bar & restaurant with a cosy outside seating area. We are ready to welcome you with delicious travel inspired dishes, gorgeous spritzes & bubbly. **Event Schedule** **18:00 – 21:00 \| When you arrive\,** your name will be checked off the guest list, you will be given a name badge and you will be introduced to each other. **19:00 – 19:30 \| One Minute Elevator Pitch:** All attendees will be given the opportunity to introduce themselves to everyone in the room to talk about your startups or ideals. (Pitch starts at 19.00pm sharp, please dont be late) **19:30pm \- 21:00 \| Network & chill: I**t will be a free form event where guests can mingle amongst each other in a relaxed environment, when the pitches are finished. **Why Attend?** Expand your network within the **health and wellness industry**. Gain insights, discover new opportunities, and connect with like-minded professionals. Foster meaningful relationships and drive personal and professional growth while making meaningful professional connections. Potential Partnership Opportunities, gain insights into Emerging Industry Trends. **One Minute Elevator Pitch:** All attendees will be given the opportunity to introduce themselves to everyone in the room talk about your startups or ideals. (Pitch starts at 19:00pm sharp, please dont be late) **Who Should Attend?** This event brings together experts and enthusiasts from the healthcare, wellness industry to share knowledge, ideas, and opportunities in a supportive environment. **Health Care Professionals, Wellness Experts, Entrepreneurs & Investors, Health & Wellness Entrepreneurs, Wellness Technology Experts, Healthcare Practitioners, Nutrition Specialists, Wellness Coaches, Startups & Founders, Working Professionals.** **Tickets are limited to just 40 attendees.** We like to make sure everyone gets the opportunity to talk to each other. **Ticket & Entry: Here is the payment link:** https://www.fatsoma.com/e/mddeubwu/health-care-wellness-industry-networking-for-professionals-at-the-anthologist You are invited to join the dedicated Whatsapp group for the event and start networking before the actual event. Register now to secure your spot and be part of this transformative networking experience! **Tickets need to be bought online in advance to attend this event. Tickets are not available at the door.** **Refund policy: There is no refund for this event..**

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

**Fabric Data Warehouse with Tino Tereshko** For our June meetup, we’re excited to welcome Tino Tereshko, Partner Director of Product at Microsoft, responsible for Fabric Data Warehouse. Having previously spent several years at Google working on BigQuery, Tino later co-founded MotherDuck — the DuckDB-based SaaS analytics platform — before joining Microsoft to lead Fabric Data Warehouse. It’s fair to say Tino knows a thing or two about modern analytical databases. Tino is visiting from Seattle and has kindly offered his time to present at our London user group. The session will include an introduction to Fabric Data Warehouse, an overview of recent developments and future direction, followed by an open “Ask Me Anything” discussion where attendees can quiz Tino on all things data warehousing, Fabric, and analytics. **Agenda** 18:30 - Welcome, drinks, pizza & networking 19:00 - Main Session 20:30 - Close **Venue** Tenth Revolution offices in London. Aldgate House, 33 Aldgate High St, London EC3N 1DL Please provide your first and last name when registering for the event, as this is provided to building security to allow you entrance into the venue.

**We're back at Salisbury House for our summer London Airflow Meetup! Join fellow members of the data engineering community for an evening of engaging talks, great food and drinks, and exclusive swag!** **PRESENTATIONS** ***Talk #1: The Orchestration Layer: A Blueprint for Scaling Dynamic DAGs with Integrated Data Quality Gates*** * **Speaker**: [Vasudev Maduri](https://www.linkedin.com/in/vasudevmaduri/), Staff Data Engineer, Admiral Group Plc Ensuring high-quality data, accuracy, completeness, and schema validity is essential for building data trust. However, scaling data quality checks across diverse datasets often leads to duplicated boilerplate Python code, human error, and a massive bottleneck for Data Engineering teams. In this talk, we’ll explore how to shift data quality from a backlog of tech debt into an automated, self-serve developer experience directly tied to Airflow. We will demonstrate how to build a multi-faceted data observability framework that empowers end-user teams to define their own DQ rules without writing any Python code. By hiding complex Airflow code, users simply select their parameters—YAML configurations that instantly translate into fully dynamic, end-to-end DAGs, including in-flight data quality gates. The core of this session focuses on the technical implementation of integrated DQ checks that live directly *inside* the generated pipelines. You’ll learn how this metadata-driven approach enables a "shift-left" strategy for data observability, automatically enforcing data contracts and routing alerts without manual engineering intervention. ***Talk #2: Self-healing Data Pipelines in Airflow*** * **Speaker**: [Nilesh Khandalkar](https://www.linkedin.com/in/nileshskhandalkar/), Senior Manager, Capgemini Modern data pipelines remain largely reactive—failures trigger alerts, manual retries, and ongoing operational overhead for engineering teams. As systems scale, this approach introduces fragility, delays, and growing complexity in maintaining reliable workflows. This session explores how to design self-healing data pipelines in Airflow using practical patterns such as intelligent retries, conditional branching, and targeted recovery mechanisms. Real-world failure scenarios are used to illustrate how pipelines can detect issues, trigger remediation steps, and resume execution without full restarts or human intervention. The session also looks ahead to how AI-assisted anomaly detection can further enhance these systems by identifying unexpected patterns and enabling more proactive, resilient data workflows. ***Talk #3: What We Got Right (and Wrong) Building a 50-Source Data Platform on Airflow*** * **Speaker**: [Arnaud Caldow](https://www.linkedin.com/in/arnaud-caldow-384423142/), Senior Data Engineer at Collibra Collibra helps enterprises govern their data, but how does Collibra's own data team manage the data that powers the business? The answer is an Airflow-based platform that stitches together dlt, dbt, Kubernetes and Collibra's own product for governance -- all orchestrated through 87 DAGs serving 12 business domains. This talk traces a data point's journey through the stack: from API extraction via dlt pipelines running inside KubernetesPodOperator pods, through a layered dbt architecture where platform engineers standardize data and analysts build business models on top, into analytics outputs that serve multiple business teams, and finally back into Collibra Data Governance via reverse-ETL integration DAGs. Along the way, I'll share the patterns that emerged from operating this at scale: how we evolved from one-off custom pipelines to a reproducible framework that's documented well enough for AI subagents (or a new hire) to generate models from scratch, how our own Pod Operators let us test feature branches on shared environments, and how we're leveraging that same mechanism to migrate from Redshift to BigQuery (and from Airflow 2 to Airflow 3) without downtime. Behind the scenes, a 1Password-backed pipeline diffs credential hashes nightly, catching rotations before they break a DAG. **AGENDA** * **5:30-6 PM:** Arrivals, networking, food & drinks * **6-7:45PM:** Presentations * **7:45-8PM:** Networking

**\*\*To book please go here [https://dateinadash.com/events/london/west-end/gay-speed-dating/06Jun2026-7531](https://dateinadash.com/events/london/west-end/gay-speed-dating/06Jun2026-7531)\*\*** Step into style at our brand new Saturday night Gay Speed Dating for ages 21-45 at the luxurious [NYX Hotel](https://www.nyx-hotels.co.uk/london-holborn) in Holborn. Meet 15 like-minded singles in one unforgettable evening. Arrive 15–30 minutes early for registration and soak up the hotel’s vibrant atmosphere before the event kicks off at 6:30pm sharp. Your friendly host will guide you through the evening — half the men stay seated, the other half rotate every 4 minutes, and you’ll mark who you’d like to see again on your scorecard or phone. At 8pm, the dating ends but the night doesn’t have to. Head upstairs to the stunning Glasshouse rooftop bar where you can sip cocktails, enjoy city views, and mingle with your new connections late into the night. Matches are sent the next day, so you can reconnect through our website. Spaces are limited and sell out quickly — book now to secure your spot at London’s most sophisticated speed dating night! For questions, email enquiries@dateinadash.com or call 0845 862 1448 (9am–5pm).

**\*\*THIS IS NOT A FREE EVENT & RSVP ON MEET UP DOES NOT GUARANTEE ENTRY\*\*** **TO ATTEND THIS EVENT A TICKET MUST BE PURCHSED FROM OUR WEBSITE. PLEASE CLICK HERE TO PURCHASE A TICKET:** [Speed Dating london – Mint Leaf Lounge, Bank (Ages 50-) – Friday, 5th Jun 2026 | True Dating](https://truedating.co.uk/events/over-50's-speed-dating-5-jun-2026) Join [True Dating](https://truedating.co.uk/), London's #No 1 speed dating and singles party host! With a track record of hosting hundreds of successful events all across London, we've helped thousands of people find their perfect match. **But what exactly is speed dating?** It's simple yet effective: You'll have the opportunity to meet up to 15 potential dates, with each mini-date lasting around five minutes. It's the perfect amount of time to gauge if there's a connection. Ladies remain seated while gentlemen rotate, ensuring you meet a variety of interesting individuals. Our events primarily attract working professionals who are tired of the endless swiping and are seeking something meaningful and long-term. At True Dating, you can enjoy a friendly and secure atmosphere knowing that everyone is single and looking for the same thing—love! The day after the event, you can log in to enter your matches and potentially set up a second date using our secure messaging service. **Please remember to enter your matches before 4pm as this is when the matching system closes.** And here's the reality check: In a bustling city like London, where everyone leads busy lives and dating options seem endless, finding the right person can be challenging. That's why our events are designed to increase your chances of meeting someone special who shares your goals and aspirations. Contrary to popular belief, speed dating events are not weird or creepy. They've become increasingly popular as a refreshing alternative to online dating. **What can you expect at our events?** \- Diverse attendees at each event \- Officially signed\-up participants \- Higher odds of finding compatible matches \- Friendly hosts to facilitate introductions **Don't miss out—register now for our next event! Spaces are limited, and our events often sell out fast.** We have years of experience organizing successful dating events and creating meaningful connections. We're so confident that you'll find someone worth meeting again that if you don't, your next event is on us! It's time to stop swiping and start dating in real life with True Dating. Join us for an unforgettable experience! **Important details:** Look out for an email from True Dating on the day of the event for account details. Event starts at 7:30 pm with a reserved area for True Dating attendees. Venue closes at 1 am. *Stop Swiping. Start Dating*.

# 📣 Paid event 👉 call for booking *** ## 👉 Standard Ticket: £549 💷 ## 👉 Early Bird: £499 💷 ## **👉 WhatsApp: +44 (0) 7470914266** ⚡ *No coding? No problem. Just bring your idea.* *⚡ From Idea to Production — Build Real Apps with AI as Your Senior Developer — In 4 Weekends* ## **🏗️ Workshop Format** * 📅 Duration: **4 Weeks (Weekends)** * ⏰ Time: **13:30 – 17:00** * 🧑‍🏫 Format: **Instructor-led + Hands-on** * 👥 Style: **Build together in class** * 💻 Outcome: **1 fully working production-ready app** # **🗺️ 4-WEEK LEARNING JOURNEY** *** ## **🟢 WEEK 1 — *“From Zero to First App”*** ### **🎯 Theme: *Understand React + Think Like a Builder*** **Slogan:** 👉 *“You don’t need to know everything to start building.”* ### Topics: * What is React (in simple terms) * Components & JSX * Props & State (core mindset) * React project setup (Vite) * Folder structure (real-world style) ### Vibe Coding: * Prompting AI to: * Generate components * Explain code * Fix errors ### Hands-on: ✅ Build your first UI (dashboard layout) ✅ Create reusable components *** ## 🟡 WEEK 2 — *“Make It Alive”* ### 🎯 Theme: *State, Events, Lifecycle Thinking* **Slogan:** 👉 *“Static pages don’t get jobs. Interactive apps do.”* ### Topics: * useState, useEffect (lifecycles simplified) * Event handling * Forms & inputs * Conditional rendering ### Vibe Coding: * AI as debugger: * “Why is this not updating?” * “Optimize this component” ### Hands-on: ✅ Build interactive features ✅ Form submission + validation ✅ UI logic (loading, error states) *** ## 🔵 WEEK 3 — *“Connect to the Real World”* ### 🎯 Theme: *API Integration & Real Data* **Slogan:** 👉 *“Real developers don’t hardcode data — they connect systems.”* ### Topics: * REST API basics (simple explanation) * Fetch / Axios * API structure understanding * Environment variables ### Vibe Coding: * Generate API services with AI * Debug API issues with AI prompts ### Hands-on: ✅ Connect to a real API (or your Node.js backend) ✅ Display dynamic data ✅ CRUD operations (Create, Read, Update, Delete) *** ## 🔴 WEEK 4 — *“From Project to Product”* ### 🎯 Theme: *Production, Deployment & Portfolio* **Slogan:** 👉 *“Don’t just build it. Launch it.”* ### Topics: * Code cleanup & structure * Basic performance tips * Deployment (Vercel / Netlify) * GitHub project setup ### Vibe Coding: * AI for: * Refactoring * Documentation * README generation ### Hands-on: ✅ Deploy your app live 🌍 ✅ Prepare portfolio-ready project ✅ Demo Day (presentation) ### Social Media *** ## zero2hero.net - Technology Training Center WhatsApp: +44 (0) 7470914266 E-mail: info@zero2hero.net Address: Unit 15 Castle Square, 40 Elephant Rd, London SE17 1EU 🎬 Youtube: https://www.youtube.com/c/zero2hero-meta 🐦 Twitter: https://twitter.com/zero2hero_uk 📸 Instagram for training: https://www.instagram.com/zero2hero.training 🔗 LinkedIn: https://www.linkedin.com/in/senrasim 👋 Meetup: https://www.meetup.com/zero2hero 🎟️ Eventbrite: https://zero2hero-meta.eventbrite.com

Hi folks! Welcome to our June Cloud Native London meetup! Join us to hear from our two fantastic speakers and network with your fellow techies over pizza and drinks, or alternatively chat and following along on Youtube or LinkedIn! 6:00 Pizza and drinks 6:30 Welcome 6:45 Universal Mesh: Connect and Secure Everything (Mark Boddington, HAProxy Technologies) 7:15 Building Abstractions That Matter: A Developer Platform on Kubernetes (Chaamini Mangaleswaran, WSO2) 7:45 Wrap up See you there! Cheryl (@oicheryl) **Universal Mesh: Connect and Secure Everything (Mark Boddington, HAProxy Technologies)** Managing connectivity across diverse business units, clouds, locations, and partners is a complex challenge for large organizations. Traditional solutions like VPNs and firewalls provide network-level connectivity, while Service Mesh offers application-aware traffic management for cloud-native environments – but there’s a huge difference in how these connectivity models are managed, secured, and observed. Universal Mesh bridges this gap with a unified interconnectivity model – delivering the benefits of Service Mesh in a resource-efficient model that works across your entire infrastructure. Universal Mesh brings together North-South and East-West communication in a consistent pattern to connect every cloud, app, and service. Join us to discover how Universal Mesh simplifies connectivity management, unifies security and governance, and provides consistent control over traffic flows—regardless of where your applications run or how they’re built. *Mark began his career at the close of the last millennium, working as a "pimply faced youth" (PFY) managing mini-computers (not Raspberry Pis) and 'windoze boxen' for a local brick company. He eventually specialized in Unix Systems Administration and joined NetBanx, a Silicon Fen company, where he managed and secured the application infrastructure for one of the very first payment gateway operators.* *In 2006, Mark leveraged his Unix and Networking expertise in a post-sales role at Zeus Technology, a web-server and software Load Balancer vendor. Six months later, he transitioned to pre-sales. He is currently at HAProxy - the world's fastest and most widely used software load balancer - essentially doing the same thing (but with a dash more kubernetes).* *Connect on Linkedin: [https://www.linkedin.com/in/mark-boddington](https://www.linkedin.com/in/mark-boddington)* **Building Abstractions That Matter: A Developer Platform on Kubernetes (Chaamini Mangaleswaran, WSO2)** Kubernetes provides powerful building blocks, but turning those blocks into a usable developer platform is hard. Many platform teams end up assembling CI pipelines, deployment tools, portals, and monitoring systems, only to pass the resulting complexity on to developers.In this talk, I’ll share the thinking behind OpenChoreo, an open-source, modular platform designed to sit on top of Kubernetes and make it easier for developers to build and run software without needing to understand everything underneath. The key idea is simple: introduce the right abstractions, so developers can focus on shipping features while platform teams retain control and consistency.In this talk we will discuss practical examples of what to hide, what to expose, and how to avoid turning Kubernetes itself into a developer-facing interface. If you’re building or struggling with an internal developer platform, this talk is for you. *Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.*

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**Abstract:** Motivated by the challenges of detecting extremely rare failures in sophisticated circuit design specifications, we study the problem of efficiently identifying multiple disjoint regions of interest (ROIs) — regions of a continuous, high-dimensional parameter space where a complex, expensive-to-evaluate target function falls below or above a pre-specified threshold. We reframe this problem as a Bayesian sequential decision-making problem and, more broadly, as an instance of strategic agent behavior in continuous spaces: an agent that must allocate a hard evaluation budget intelligently, updating its belief about the unknown function after each observation and choosing the next query to maximize coverage of all disjoint failure regions rather than convergence to a single optimum. This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1](https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1) Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require first and last names of those who RSVP'd by Jun 11. Please take the main elevators at the center of the Mart. Attendees will then present their IDs when they arrive at the front desk on the 18th floor.

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!