User Experience

Hiya Women in UX! We’re so excited to host our next informal networking drinks of this year, on 12 May! Join us to talk about all things UX design, research, content and... probably AI, let's be honest. 📍We'll meet at Two Floors on Kingly street, right next to Cahoots. When in doubt, ask for Andrea. 🌟If there are no more available spots left here, you can also RSVP ON [EVENTBRITE](https://www.eventbrite.co.uk/e/women-in-ux-may-informal-networking-drinks-tickets-1986946270783?aff=oddtdtcreator). Spaces are limited so book sooner rather than later as it's first come first served. 🍸 Please note that this event isn’t sponsored, so any drinks you order will need to be paid for at the bar. 💌 Stay connected with us by following our [LinkedIn](http://linkedin.com/company/women-in-ux). See you there xx Women in UX

This episode is on a much requested theme: '**CHILDHOOD'**. We will explore it by way of three original thought experiments.💭 Hawkins Forge embodies our values: warm, welcoming, convivial, and a home to deep thinkers. The pub has boardgames and cards for the after party, and they’ve also **kindly offered us a deal on their Arrowsmiths Darts experience**: **30 minutes free for anyone who buys a drink after the event**. Spaces are limited, so get your ticket early if you want to be there 😊 **[WHATSAPP GROUP](https://chat.whatsapp.com/DapwAXpnOHO5DRYThobpe4)** \- stay in the loop **[INSTAGRAM](https://www.instagram.com/thoughtexperimentsinpubs/)** \- see what we look like \(including The People of TEiP project\) **[SUBSTACK](https://experimentsingroupwisdom.substack.com/)** \- sign up for the newsletter and more **The idea:** A chance to meet and talk meaningfully about thought provoking topics. **How we'll do it** (timings approximate): * 7:00pm - Arrive at Hawkins Forge. We'll be in the private dining room - ask at the bar if you can't find us. * Organise ourselves into small groups (3-4) * Have a look at the **thought experiments** (announced on the day of the event) * 7:15 - First rotation begins - Talk about the first thought experiment, but feel free to pursue tangents and anecdotes. * 7:35 - Optional reshuffle: swap groups, move on to the second thought experiment. * 8:00 - Optional reshuffle: swap groups, move on to the third thought experiment. * 8:25pm - Wrap up - hear about upcoming events, feedback/requests for future meetups. * 8:30 Meetup ‘ends’. But feel free to carry on conversations. Usually a lot of us stay until late :-) **Notes on the general atmosphere**: * The vibe is to let conversation flow rather than stick strictly to one topic. * While we'd like to talk about 'meaningful things', we also see the value in lighter topics, so don't worry about not being 'deep' enough! * Feel free to suggest ideas for future Thought Experiments in Pubs meetup groups, both in terms of structure and topics to discuss. **Where we'll meet**: This group will be at Hawkins Forge, 5 minutes walk from Clapham Junction. We'll be in the private dining room - ask at the bar if you can't find us. **Who should come**: Everyone! We believe that the more perspectives, the richer the conversation. This group is not about being experts in Philosophy, it is about *doing* philosophy. That is, bringing our various life experiences and lenses on the world to group discussions about the human experience, the nature of reality... etc.... I'm so looking forward to meeting & talking with you in this beautiful location :-) If you would like to further support these meetups, please [subscribe to the newsletter](https://experimentsingroupwisdom.substack.com/) and [follow us on instagram](https://www.instagram.com/thoughtexperimentsinpubs) :-) Thank you!

Join us for an evening with Tom Smith, Senior Director of Design at Condé Nast. Tom will explore how the role of designers is evolving beyond producing screens and artefacts toward shaping systems, decisions, and meaningful outcomes within organisations. As ideas and outputs become easier to generate, the defining skills of designers are changing. Tom Smith will discuss why judgment, restraint, and business fluency are becoming essential, and how designers can move from executing work to influencing strategy, navigating complexity, and driving impact. **Event Overview** Design is evolving from producing outputs to shaping decisions. Tom Smith explores how modern designers must develop judgment, influence, and business awareness as automation increases. **01 - The Shift from Making to Shaping** Understand how the role of designers is expanding beyond creating interfaces toward influencing product strategy, systems thinking, and organisational decision making. **02 - Why Judgment and Restraint Matter More Than Ever** Discover why editing, prioritisation, and thoughtful decision making are becoming more valuable as design tools and outputs become increasingly automated. **03 - Growing Into a Strategic Design Role** Learn practical ways early and mid career designers can develop business fluency, navigate complexity, and position themselves as trusted voices shaping meaningful outcomes.

**Welcome to AI & Healthcare Innovation Edition!** Are you shaping the future of **healthcare, healthtech, medical systems, or clinical innovation**? This is your opportunity to connect with like-minded **founders, innovators, operators, investors, and healthcare professionals**. Step into an evening where ideas meet opportunity — a relaxed yet focused space for those driving progress in **AI in healthcare, health systems transformation, medical technology, biotech, and clinical innovation**. From healthcare founders and product leaders to clinicians, researchers, investors, and emerging industry leaders, if you are building or exploring the future of healthcare, this is where meaningful connections begin. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with healthcare founders, healthtech innovators, operators, and investors. Explore how AI is transforming healthcare, from clinical workflows to patient care, and meet people building the future of health technology. **Who Should Attend:** Healthcare professionals, healthtech founders, product teams, investors, clinicians, and operators interested in AI in healthcare and digital health innovation. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. **Instagram** 👉 [@networxldn](http://%5Bhttps//www.instagram.com/networxldn/%5D(https://www.instagram.com/networxldn/) "\[https://www.instagram.com/networxldn/\](https://www.instagram.com/networxldn/)") **WhatsApp**👉[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](http://%5Bhttps//chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg%5D(https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg) "\[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg\](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg)")

**Our new Tuesday night aerial relaxation & yoga nidra experience with live ambient music, aromatherapy, and aerial hammocks.** **An Oasis of Calm in London** ### **AERIAL RELAXATION PODS - YOGA NIDRA 7:30pm-9pm session** **UPCOMING DATES:** * TUE, 8 Feb * TUE, 22 Feb * **IMPORTANT:** Please note your space is only confirmed once booked through Eventbrite. An RSVP on meetup is not sufficient to reserve a space, please book a ticket via Eventbrite, thank you! * **Please Book here:** [https://www.eventbrite.co.uk/e/730pm-9pm-aerial-relaxation-pods-yoga-nidra-sound-meditation-in-hammocks-tickets-258233953707](https://www.eventbrite.co.uk/e/730pm-9pm-aerial-relaxation-pods-yoga-nidra-sound-meditation-in-hammocks-tickets-258233953707) **💙 We also offer Aerial Relaxation Sessions on Thursday evenings:** * **For 7:15pm-8:30pm session, please book here:** [https://www.eventbrite.co.uk/e/84883457707](https://www.eventbrite.co.uk/e/84883457707) * **For 8:45pm -10pm session, please book here:** [https://www.eventbrite.co.uk/e/84878729565](https://www.eventbrite.co.uk/e/84878729565) **💙 We offer monthly 7:15pm-10pm 'System Reset' workshop** featuring Bioenergetic, Creative Flow & Aerial Relaxation Pods, next session on Thu, 17 Feb & 17 March - details and bookings here: [https://www.eventbrite.co.uk/e/123649855045](https://www.eventbrite.co.uk/e/123649855045) *➡️See all our upcoming wellbeing events calendar:* [ecstaticdancelondon.com/events](https://ecstaticdancelondon.com/events) **More details about Aerial Relaxation Pods, what to bring & safety guidelines - please scroll down. \*Respectfully Socially Distanced & Covid compliant\***

This week we'll be looking at the life and work of **Leonardo da Vinci**! Come and learn with us as we discover more of this legendary figure. All welcome! *If you come after 6.30pm ring the doorbell*

**BOOK HERE**: https://sportas.co.uk/games/43447 **Game Description:** Join us for a friendly game of Social Dodgeball in Bromley. We will be playing a mix of casual and fun games! Find out more about PB Dodgeball here - www.pbdodgeball.co.uk **Rules** British Dodgeball Rules No headshots

Once a month, we slow things down. No courts. No rushing. Just good food, easy conversation, and a social that actually feels… social. This is the **Second Serve games night** — a more relaxed, sit-down version of the group. 📍 **Venue (Croydon / easy access)** We rotate between: * Cosy restaurants with bookable tables * Private/semi-private dining spaces * Quiet venues where we can actually hear each other (Final location shared after approval) 🕒 **Format (Monthly Saturday)** * **6:30 – 7:15pm** → Arrivals + dinner orders * **7:15 – 8:15pm** → Dinner & natural conversation * **8:15 – 9:45pm** → Games + guided social * Wrap up on time — no dragging the night out 🎲 **The Twist (What makes this different)** This isn’t just “dinner and hope for the best.” We structure it lightly so it never gets awkward: * Small tables (4–6 people max) * Subtle **table rotations** (optional, not forced) * Simple games that spark conversation, not competition 💬 **Conversation Style** No cringe icebreakers. We use light prompts that are easy to answer and easy to build on. 👥 **Who this is for** * People who don’t want loud, chaotic nights * People who actually want to talk and connect * People who prefer structure over randomness ✅ **Approval & Attendance** * RSVP approval required * Limited seats (kept intentionally small) * Priority goes to consistent attendees 👉 If you RSVP, we expect you there (No-shows affect future approvals) **The vibe** A proper social. Not loud. Not forced. Not endless. Just a good evening, done right. *Pictures and Videos may be taken for marketing purposes.* *All attendees consent to the use of their pictures by The* Second Serve Social 🎾

For our May meetup, we're delighted to be back at the fabulous Accurx offices. We have two amazing talks lined up and the agenda will be: * 6:30pm - arrive, drinks, networking * 7:00pm - Welcome & Housekeeping * 7:15pm - **Talk** **1: "A practical guide to inner sourcing your IDP"** Bridging the gap between developers and platform teams is hard. Scattered documentation, fragmented language and hidden knowledge leave developers frustrated, while platform teams struggle to understand what devs really need. Treating platforms as products is a start, but treating them like open source projects unlocks real collaboration, allowing developers to contribute and maintain features. In her roles as Developer Advocate and platform engineer, Lian has years of experience working with highly bureaucratic organisations helping to improve developer experience and adoption. In this talk, she’ll share concrete steps to identify contribution opportunities, set up maintainable processes, and measure engagement. You’ll leave inspired with ideas to boost adoption, reduce friction, and turn your platform into a collaborative, thriving ecosystem. **Speaker:** Lian Li, Cloud Native Human *Lian always wanted to save the world. After leaving law school, she decided to work with computers instead. While in Web Dev, she started attending tech events, and soon fell in love with the community. In her roles as Consultant and DevRel, Lian combined technical knowledge with a focus on the human side.* *Currently, Lian works as freelance Platform Engineer in Amsterdam and is the Chief Karaoke Officer for Kuberoke, the first and only Kubernetes Karaoke Community. She also enjoys performing in musical improvisation theatre and standup comedy shows.* * 7.45pm - food, more drinks & networking * 8.00pm - **Talk** **2: "The Humans Behind the Platform: Structuring Teams for Culture and Capability**" It’s easy to focus on the tech when building a Platform team, and that’s tremendously important, but it’s often the people and how they work together that determine success. Over the past couple of years, Claire has led a Platform Engineering Team through different formations, migrations, and tooling adoptions. Whatever shape the team has taken, whatever they're working on, the constants have been a need for clear purpose and a culture where people can thrive, this takes work, and has sometimes been tricky to get right. In this talk, she’ll share what she's learned from shaping and supporting platform teams: what’s worked (and what hasn’t) when it comes to team composition, balancing seniority, and supporting career growth. Collaboration is central to how to operate, so she’ll talk about how her team works with and supports internal customers, and what’s helped to navigate complex, knotty migration projects. She’ll also cover how they built a culture that gives engineers space to lead. We want engineers at every level to feel confident taking ownership, and that takes deliberate effort. If you’re figuring out how to shape your platform teams to enable others as well as deliver, this talk will offer practical ideas, and maybe a few things to rethink. **Speaker:** Claire Reckless, Engineering Manager *Claire is an Engineering Manager and leads a Platform Engineering Team. With a background spanning Tech Support, Testing, and QA across sectors like Finance and Security, she brings a deep appreciation for resilient systems and collaborative teams. Claire is passionate about learning and development, and she’s especially proud of her past work coordinating an apprentice programme, an initiative that’s helped build a more diverse and sustainable pipeline of engineering talent. She’s energised by helping engineers at all levels grow their confidence, take ownership, and shape the future of their teams.* * 8.30pm onwards - drinks and networking. So, please come and join us, we look forward to seeing you there. The LOPUG team. * Food and drinks provided * Good time will be had by all

🎉 Come along to the London Scala Talks! 🎉 In this event you'll hear from Caroline Morton and Katrina Petrevice. **Agenda** 6:00pm - 🥤 Doors open. Come along and grab a drink! 6:35pm - 🗣️ Introduction 6:40pm - 🗣️ Katrina Petrevice: Caching in Scala using Ref 7:20pm - 🍕 Intermission: Join us for some free food and drinks! Vegan and vegetarian options are provided. Let us know if you'd like something special - we'd be happy to accommodate. 7:50pm - 🗣️ Caroline Morton: Accidental Functional Programming in Rust (From an Epidemiologist's Perspective) 8:30pm - 🥤 Socialising: Grab a drink and let's discuss the talks. 9:00pm - 🍻 Join us in a pub to discuss the talks! 🌐 **This event may have a live stream** Watch this space for more details. **🗣️ Katrina Petrevice: Caching in Scala using Ref** Caching in memory is often one of the first strategies used to improve system performances. However, implementing caching in a purely functional way introduces unique challenges, specifically around state management and testability. In this talk, we will look at how to utilise functional programming principles with [Ref](https://typelevel.org/cats-effect/docs/std/ref), while maintaining clarity and composability. We will also deep dive into some common pitfalls and look into practical ways to test Ref effectively. ⭐ Katrina Petrevice ⭐ Katrina comes from a non–computer science background and was first introduced to Scala while working at JPMorgan. She credits much of her Scala knowledge to hands-on experience within her team, where she works on building and maintaining data pipelines and managing data systems. Since then, she has developed a strong interest in functional programming and now co-leads the Functional Programming Group at JPMorgan, where she helps share knowledge and foster a community around these ideas. **🗣️ Caroline Morton: Accidental Functional Programming in Rust (From an Epidemiologist's Perspective)** I don't have a background in functional programming - and I never set out to write it. But somewhere between writing trait-based epidemiological pipelines, composing data transformations, and leaning hard on Result, enums, and pattern matching, I started hearing from others: “That's pretty functional.” In this talk, I'll explore what it means to write “functional-ish” Rust as someone solving real-world scientific problems. I'll walk through the patterns I reach for - like chaining iterators, avoiding shared state, and embracing expressive types - and reflect on which functional programming ideas emerge naturally in Rust, even if you're not trying. I'll also share how designing for epidemiologists - most of whom are used to chaining functions in Python (like Pandas) or R - has pushed me toward creating ergonomic Rust APIs with Python and R bindings. These tools aim to feel familiar to scientists while leveraging Rust's power and safety under the hood. This is a talk for functional programmers curious about Rust, and for Rustaceans wondering if they've been functional all along. No formal theory required - just real code, real use cases, and a pragmatic perspective from someone building public health tools in Rust. ⭐ Caroline Morton ⭐ Dr. Caroline Morton is a medical doctor, epidemiologist, software engineer, and PhD candidate specialising in synthetic data, epidemiology, and Rust. With 60 peer-reviewed papers and two books on software, she combines deep technical expertise with a commitment to improving scientific workflows. Caroline co-founded the first [Women in Rust](https://www.meetup.com/women-in-rust/) group, fostering diversity and encouraging more women to explore opportunities in systems programming. She leads an open-source project improving codelist management in epidemiology using Rust, creating efficient, reliable tools for health data research. Her PhD focuses on synthetic data methods for epidemiology, particularly using Rust to generate large, realistic datasets. A strong advocate for open science and reproducibility, she contributes extensively to improving software practices through publications, workshops, and open-source projects. ———————————————————— 🗣️ Would you like to present, but are not sure how to start? Give a talk with us and you'll receive mentorship from a trained toastmaster! Get in touch through [this form](https://forms.gle/zv5i9eeto1BsnSwe8) and we'll get you started 🏡 Interested in hosting or supporting us? Please get in touch through [this form](https://forms.gle/3SX3Bm6zHqVodBaMA) and we can discuss how you can get involved. 📜 All London Scala User Group events operate under the [Scala Community Code of Conduct](https://www.scala-lang.org/conduct/). We encourage each of you to report the breach of the conduct, either anonymously through [this form](https://forms.gle/9PMMorUWgBnbk1mm6) or by contacting one of our team members. We guarantee privacy and confidentiality, as well as that we will take your report seriously and react quickly.

**The creative practice of writing thought experiments gives you the opportunity to:** * investigate ideas (old and new) * work your imagination * write creatively and playfully * produce compelling conversation starters that you can share with friends and strangers to provoke great discussions Over the past 3 years, I've written over 200 thought experiments and learned a lot along the way. [Here's a bit more about why I enjoy the practice.](https://experimentsingroupwisdom.substack.com/p/writing-thought-experiments) **In this workshop,** I'll share my process and together we'll create new thought experiments by: * Identifying areas of interest * Gathering ingredients for thought experiments * Imagining scenarios * Constructing narratives * Generating relevant, thought provoking questions * Participating in a round of small group discussions - you can volunteer your new thought experiment, or if you'd rather, you can pick one out of the hat. **By the end of the evening** **we'll have** * had some thought provoking conversations * become familiar with a new method for creative thinking * written our own original material for future group discussions :-) Although we’ll be learning a new technique we'll also be aiming to have **an enjoyable evening, with good humour and fun**. This will be less like school and more like a fun TEiP night out with an additional creative twist. **Who should come:** Everyone! We believe that the more perspectives, the richer the conversation. This group is not about being experts, it is about thinking creatively together and learning new ways to develop and communicate ideas. **Tickets** Space is limited (15-20) people and tickets are £15. I'd like to make this event accessible, so if cost is a barrier, please send me a DM. **Where we'll meet:** The Fitzroy Tavern in Fitzrovia. The nearest Tube stations are Goodge Street and Tottenham Court Road. We'll be upstairs in the Private Dining Room. Looking forward to meeting & talking with you! Bonny **[SUBSTACK](https://experimentsingroupwisdom.substack.com/) -** newsletter and further reflections on these events **[WHATSAPP GROUP](https://chat.whatsapp.com/D13LHw5BV3rEtUtO3ORklC)** \- stay in the loop **[INSTAGRAM](https://www.instagram.com/thoughtexperimentsinpubs/)** & **[FACEBOOK](www.facebook.com/thoughtexperimentsinpub)** \- see what we look like **[WEBSITE](www.alltogether.one)** \- everything else #philosophyinpubs #inclusivity #openmindedness #creativewriting #community #newskills

MCP is changing how developers build with AI, but we're just scratching the surface. Join us for an evening of talks that go beyond retrieval to explore what's actually possible when you give agents real tools, real constraints and real APIs. **Agenda** ​6:00 PM - Doors open, registration and networking ​6:10 PM - Welcome (Upsun & Cloudflare) ​6:20 PM - MCP: Context is Everything! - Carly Richmond, Elastic ​6:45 PM - Sandboxes: how to limit agents so we can use them more - Patrick Dawkins, Upsun ​7:00 PM - Break (Food & Drinks) ​7:30 PM - Cooking with MCP in VS Code - Liam Hampton, Microsoft ​7:55 PM - Efficient tools with MCP code mode - Confidence Okoghenun, Cloudflare ​8:15 PM - Open networking and drinks ​9:00 PM - Close 🗣️ ​**Talks** ​**MCP: Context is Everything! - Carly Richmond (Developer Advocate Lead, Elastic)** ​MCP is a powerful tool for giving LLMs capabilities to not just retrieve information, but to automate key actions based on relevant data. Let’s see how it can be used for retrieving relevant context and other activities such as observability. ​**Efficient tools with MCP code mode - Confidence Okoghenun (Senior Developer Advocate, Cloudflare)** ​Traditional MCP approaches choke on context windows: Cloudflare's 2,500+ endpoint API would require 1.17 million tokens. Code Mode flips the script by having LLMs write code against typed APIs instead of making direct tool calls, achieving 99.9% token reduction. Come learn how code mode works and how to optimize your MCP tools with it. ​**Sandboxes: how to limit agents so we can use them more - Patrick Dawkins (Principal Engineer, Upsun)** ​We want our agents to run longer and use more tools, but we're hampered by constant prompts for approval. Sandboxes are the practical middle ground: isolate the agent so you can stop watching every command and let it work. This talk covers what "sandbox" means, who provides them today and the Linux primitives that let you build one yourself. ​**Cooking with MCP in VS Code - Liam Hampton (Senior Cloud Advocate, Microsoft)** ​In this session Liam will show you how VS Code is fully supporting the MCP spec, from MCP Apps to sandboxing and elicitations. 📅 **Date and Time:** Thursday, May 14, from 6:00-9:00 PM 📍 **Location:** Cloudflare Address: 6th Floor, County Hall/The, Riverside Building, Belvedere Rd, London SE1 7PB, UK 👉 You can also register here: https://luma.com/eb8j6lhu **⚡️ Interested in giving a talk? ⚡️** Have you ever considered presenting on your Elastic use case? We welcome 5-10 minute lightning talks, 45-minute deep dives, and everything in between. If you're interested, please submit via our [CFP](https://sessionize.com/elastic-meetups/) or send us an email at [meetups@elastic.co.](http://meetups@elastic.co./)

**Dead Product Society \| After Work Drinks** Come along, bring a friend/colleague or two and join us for a relaxed evening of informal product and tech chats over a few drinks and doughnuts. We aim to connect everyone without awkwardness or LinkedIn spiel, and value good conversation over boring presentations. **Who is welcome?** Product Managers, CEOs, UX/UI Designers, Developers, Scrum Masters etc. We welcome anyone who works in, with or wants to break into product. *Note: We intentionally keep our After Work Drinks on the smaller side to allow for more in-depth conversations.* **The Bike Shed** We'll be hanging out in the lounge area (behind the area with all the tables, next to the store). \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Dead Product Society** Dead Product Society is a collective of like-minded professionals sharing real-talk and joining forces to navigate the twists and turns of the product world. Our down-to-earth community is for anyone who works in, with or wants to break into product teams regardless of their background or experience. **Our Sponsors** Shout out to our generous sponsors at Waggel Pet Insurance; Lifetime pet insurance, simplified. With their support we are able to host these events for you and create a space for those important, honest conversations.

This is a smallish-group, quiet-ish meetup for ADHD brains who want to connect with their tribe without their nervous system going, 'Alll riiight, I'm outta here!' Everyone welcome. You don't need a diagnosis, you don't even need ADHD. We’re meeting at **Picturehouse Central - upstairs cafe** (Piccadilly) because it’s one of those places where you can actually hear yourself think. Mostly. This is more of a tea/coffee and cake kinda venue. Sorry, booze hounds! **The environment is**: relaxed, validating, welcoming It won't be like whispering to each other at the back of the class, more less sensory Armageddon. **What to expect** A small group (human-scale, not “who are all these people” scale). A quiet-ish venue where you don’t have to shout your personality into existence. Conversation that can be normal (well, probably far from normal 😅. There is no need to worry about trying to fit in, no need to mask. A soft landing. Come late, ease in, do a gentle hello, no one’s timing you. Low-pressure hanging out. If you want to chat, great. If you want to sit and decompress near other people, also great. **The unofficial theme** How to be social without being assaulted by: fluorescent lighting overlapping conversations surprise music that one table doing a full volume podcast recording next to you. **Important Note:** If you cannot make it, please put 'Can't go'. This ensures there's space for others who want to attend 🙂 ‐------------------------------------------------------ Boundaries (quick, clear, important) Yay!-DHD is a consent-led space. Some people are chatty, some are quiet, some are pacing themselves. Please don’t push for personal details, contact info, or continued connection if someone isn’t offering it. This isn’t a dating event. ‐------------------------------------------------------- For you robots out there: ADHD \| Low sensory meetup \| Inclusive \| AUDHD \|

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

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

**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)

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

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.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

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)