User Experience

Please join us for an evening of all things Umbraco - the latest news, community chat, and a talk or two! For 2026, we will be running both in-person and virtual meetups, alternating every month. For those who can't join in person, virtual attendance is available too, so you can join us no matter where you are! This month, we have **Owain Jones** talking about building friendly content editing experiences and **Markus Johansson** talking about building packages for Umbraco. **Owain Jones - Unlocking the Full Potential of Umbraco: Building Friendly Content Editor Experiences** Umbraco is often called "The Friendly CMS", and it absolutely can be when we, as developers, make the most of what it offers. In this talk, I’ll show how we can utilise Umbraco’s built-in features and community packages to build intuitive, efficient, and friendly experiences for content editors. **Markus Johansson - Extending Umbraco like a Swede** In this talk, Markus will share his learnings from over 15 years of extending Umbraco. We’ll get a brief overview of the possibilities introduced with the new backoffice “Bellissima”. He’ll also give us tips and tricks that is useful both when extending Umbraco for a specific project or publishing a package for the Umbraco Marketplace. There will also be food, drinks and some friendly socialising. What's not to like? 😄 Whether you are an Umbraco novice or a seasoned developer, this is your chance to meet like-minded people to talk about our favourite friendly CMS! No matter what your role is there will be something to learn and your chance to meet other members of the Umbraco community from Kent and the surrounding areas. Venue The meetup will be at Dragon Coworking in Rochester (7-8 New Road Avenue, St George's Hotel, Rochester, ME4 6BB), a short walk from Chatham train station and with free on-site parking. If you wish to use the car park, please access via Gundulph Road, Rochester, ME4 4ED. You can then use the steps between buildings to access the entrance. If the car park is full there is on road parking available, but please check the parking restrictions. On arrival, please make your way to St George's Hotel reception (where you access Dragon Coworking) and one of the organisers will come and collect you. **Please note: Do not bring bananas, nuts or pineapple into the coworking space as there are members with allergies.**

Join us for open minded discussions and the opportunity to learn from other people's perspectives and life experiences. This episode will explore the topic of 'SHAME' by way of three original thought experiments (posted in the comments below on the day of the event). We'll meet at the beautiful Betjeman Arms in St Pancras Station. Spaces are limited and tickets sell out fast, so get your ticket early if you want to be there! **THOUGHT EXPERIMENTS** \- posted in the comments below on the day of the event **[SUBSTACK](https://experimentsingroupwisdom.substack.com/)** \- read more about this community and other related stuff **[INSTAGRAM](https://www.instagram.com/thoughtexperimentsinpubs/)** \- see what we look like \(including The People of TEiP project\) **[WHATSAPP GROUP](https://chat.whatsapp.com/DapwAXpnOHO5DRYThobpe4)** \- stay in the loop **The idea:** A chance to meet and talk meaningfully about thought provoking topics. **How we'll do it** (timings approximate): * 7:00pm - Arrive at The Betjeman Arms. You can access the pub either from the street (entrance to the right of The St Pancras Hotel entrance) or via St Pancras Station (entrance from the upstairs train platforms). 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 people per group) * 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 veer off topic. * 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. We have the room until 10pm and usually a lot of us stay until then :-) **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 The Betjeman Arms. The nearest Tube station is King's Cross St. Pancras. You can access the pub either from the street (entrance to the right of The St Pancras Hotel entrance) or via St Pancras Station (entrance from the upstairs train platforms). 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!

**BOOK HERE**: https://sportas.co.uk/games/47520 **Game Description:** Join Our Sociable Recreation Basketball Session, All Abilities Welcome. Whatsapp Group - photos and vids from the session: https://chat.whatsapp.com/CM9ZpUf4ZcABzyLp23hBaj We Have Both Competitive & Beginner Ability Players, Teams Are Mixed To Make It Balanced & Good Vibes Mixed Ability Session \- 1\.5hrs of Straight Games 4 Half Courts \- 4v4 Games \- 5min Per Game Winner Goes Up \- Loser Goes Down Rokeby School - 5min Walk From Canning Town Stn (Jubilee Line & DLR), Bus Stop Outside Venue. Secure Carpark - Available Via Morgan St Showers & Changing Room Available Naser - 07450213126 **Rules** 5min Games Call Own Foul Half Court Format - 4v4 Clear Everything Except Airballs Winner Goes Up - Loser Goes Down

**Viendrez-vous assister à notre réunion Toastmasters?** Nous nous rencontrons "en mode Hybride" au coeur de Londres et tout le temps "en distanciel". Eh oui, que vous soyez basé.e au Royaume-Uni, au Maroc, aux Etats-Unis ou encore en France pour ne citer que quelques lieux, vous pouvez rejoindre notre cohorte internationale de francophiles et francophones "en ligne" via ZOOM :) 👀 REJOIGNEZ-NOUS !! Au programme de la soirée, vous aurez : * **des discours préparés** de 5 à 7 min délivrés par les membres de notre club Experience French Toastmasters, * **des évaluations,** * **des discours improvisés** de 1 à 2 min sur un sujet dévoilé le soir même, * **du feedback pour tout le monde :)** émanant des participants et également du grammairien, du gardien du temps et de l'évaluateur général. *(Note: It is all about **speaking and practising**, communication and leadership. We learn by speaking in front of an audience, taking on roles, getting feedback, and improving. We do recommend our club to people who are already fluent in French and in English.* *We LEARN by SPEAKING in FRONT of PEOPLE, TAKING ON ROLES, GETTING FEEDBACK, and IMPROVING.* Vous pouvez assister à quelques unes de nos réunions en tant qu'invité, avant de vous engager... C'est gratuit ! Ensuite, quand vous nous rejoignez **en tant que Membre**, vous suivez le programme éducatif Pathways de Toastmasters International. Venez prendre une part active dans le déroulement de nos réunions et le club. Venez vous amuser avec nous ! **Rejoignez le Club :)** **Nos frais d'adhésion sont extrêmement abordables.** C'est clairement une occasion à ne pas manquer ! Au plaisir de vous accueillir au club, A très bientôt :)

**BOOK HERE**: https://sportas.co.uk/games/45258 **Game Description:** Come and join a casual mixed football game in Stratford 😎 **Directions:** 🚶‍♂️5 minute walk from Stratford International DLR Station 📍 Pitch 3 - In the small 6 aside cages NOT the big 11 aside pitch. **Rules** Classic 6 aside rules, can be explained at the start of the session. Please be encouraging and positive to all players 🧡

**Hello there!** Our Face-to-Face Afternoon Classes are back this May in London! Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person classes**? We’ve got you covered! Here at **Stafford House,** our teachers-in-training are gaining hands-on experience by teaching enthusiastic English learners. Each lesson is interactive and fun, with plenty of opportunities to practise speaking, meet other learners, and improve your English along the way. We also offer **free online English classes**. Check out our other events for more information! Please see the **updated** details below! 🕑 **When:** From **4th May - 28th May (4 weeks)** ➡️**Mondays, Tuesdays, Wednesdays, and Thursdays** 2:30 p.m. – 4:30 p.m. ➡️**Fridays** 1:30 p.m. - 3:30 p.m 📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station) 📚 **Level: Both levels available** **\- Pre\-Intermediate \(A2\-B1\)** **\- Upper\-Intermediate \(B2\)** Spaces are limited and allocated on a first-come, first-served basis. Please arrive **15- 30 minutes early** to secure your spot. We will ask for your name and email upon arrival. *Please note⚠️ confirming attendance on Meetup does not guarantee a place in the classroom.* **Please note that class times or dates may occasionally change due to the nature of the course. If this happens, we will inform you by email.** We look forward to seeing you all very soon! Got Questions? send us an email at [[teachertraining@staffordhouse.com](mailto:teachertraining@staffordhouse.com)]

**BOOK HERE**: https://sportas.co.uk/games/48136 **Game Description:** Please be aware that our sessions are also on our own mobile app. Therefore, the number of participants you currently see may not reflect the total number of participants. To participate in this session, your first step is to attend one of our coaching sessions and receive approval from one of our experienced coaches. Our game is designed for players who possess a strong understanding of the sport and are eager for a more challenging experience. With fast-paced rallies, strategic plays, and a competitive atmosphere, you'll have the opportunity to refine your technique, enhance your agility, and strengthen your teamwork. This environment provides the perfect platform to elevate your volleyball skills and strive for victory. Join our vibrant community of passionate volleyball enthusiasts and prepare to showcase your talent on the court. Let's come together to play, learn, and excel in this exhilarating intermediate-level volleyball game! **Rules** By booking this session, you acknowledge and agree to comply with our terms and conditions, privacy policies, and cancellation policy, which can be found below. Participation in this session requires prior approval from one of our coaches during our coaching sessions. Kindly be aware that booking this session without a pre-existing invitation may lead to potential denial of entry, with no refund available. **Terms & Conditions at:** https://www.littlegiantsvc.com/terms-and-conditions **Privacy Policy at:** https://www.littlegiantsvc.com/privacy-policy **Cancellation Policy:** Bookings are non-refundable, non-transferable and non-exchangeable. This includes tournaments, volleyball camps, monthly memberships, 1-on-1 and 1 to 6 trainings & team membership fee. Social sessions are exchangeable if we are contacted within 24 hours prior to attendance at a social or coached session to transfer payment to your preferred date(within 30 days of the original booking) Little Giants VC will contact you in the event of postponement or cancellation to work with you.

This month we're celebrating the TENTH anniversary of the London Fabric User Group - having started life as the London Power BI User Group TEN years ago. We'd love you to join us at the offices of the aptly named Tenth Revolution to help us celebrate. # TENTH ANNIVERSARY CELEBRATION WITH CHRIS WEBB Chris has presented at the user group every year in May to celebrate our anniversary, and we didn't want this year to be any different. **Power BI under the bonnet**: monitoring queries and refreshes using Workspace Monitoring, Log Analytics, Profiler and DAX Studio When you're performance tuning a slow Power BI report or refresh you need to know what happens inside the engine, and the good news is that the Power BI engine can give you all kinds of detailed information on its internals. But how do you get access to this? How can you understand it? In this session you'll find out: how you can get (almost) the same information on internals from Workspace Monitoring, Log Analytics, SQL Server Profiler and DAX Studio and when to use which; which engine events are relevant to queries and which ones are relevant to refreshes; and how you can interpret this information for tuning. **Agenda** 18:30 - Welcome, drinks, pizza & networking 19:00 - Main Session 20:00 - Help us celebrate at a local pub (details to be confirmed on the night) **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.

A fun and hands on introduction to LEGO® SERIOUS PLAY®, ideal for those who have not experienced the method before. After being welcomed by our experienced facilitator Sean Blair, you will explore building models as an individual and as a group. You will become practiced at several methods of communication and learn to hear and understand others, all using LEGO! Following the workshop we will send you a free pdf copy of the book "SeriousWork" - a hands on guide to using LEGO® SERIOUS PLAY® yourself (5\*\*\*\*\* reviewed book that sells for £25 on Amazon https://www.amazon.co.uk/Facilitate-Meetings-Workshops-Serious-Method/dp/0995664706) Ideal for those who are interested in participatory leadership, better communication and creativity. If you have attended a taster workshop before, you are welcome to attend but please note this introductory workshop will be a similar experience.

We're back with our third event of the year and we couldn't be more excited. We'll stick to our usual format of 2 speakers and a fireside chat (with a twist this time). If you've not been to one of our events before then here is what you can expect. CRAP (Conversion Rate Optimisation, Analytics, Product) Talks is a cross-discipline event. We don't work in silos so why network and learn in silos. In the past we've had speakers from Data, Analytics, CRO, Product, Marketing, Data Science, Design and Research and so many more. If you work in tech, chances are you work cross-functionally, so come along and meet people doing amazing things in tech. **Hosts:** RVU - https://www.rvu.co.uk/ **Venue:** RVU The Cooperage, 5 Copper Row, London SE1 2LH **Date:** 19/05/2026 6pm doors open Talks kick off at 630 Wrap up approximately 9:00pm. **Speakers:** * **[Aya Gaballa](https://www.linkedin.com/in/aya-gab/)** \- "Building Products for Different Cultures" * Co-Founder & Product Lead, Kham Lab * **[Mark Palfreeman](https://www.linkedin.com/in/mark-palfreeman-662044160/)** \- "Gambling with Success: The Complexities Around Measurement in an Industry with Stellar Growth"\. * Senior Business Intelligence Manager, Flutter UKI **Fireside Chat:** * **[Alex Homan](https://www.linkedin.com/in/alexander-homan-3aab2a141/)** \- "Analytics in the age of AI" * Lead Data Analyst, Huel

The second episode in our special series designed to open different conversations about AI, tech, and their impact on our lives. (Substack about our rationale for this event series [here](https://open.substack.com/pub/experimentsingroupwisdom/p/bored-of-having-the-same-conversation?r=445zi1&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true) 😊) We’ll use the typical THOUGHT EXPERIMENTS IN PUBS (TEiP) method of getting into great conversations: small group discussions, tiny imaginary stories, lots of questions, and many opportunities to shuffle groups (more detail below). **The thought experiments for these events are written by special guest writer and TEiP regular, Francesca.** She’s in the middle of a fellowship at Newspeak House (London College of Political Technology) and has her finger on the pulse of many issues related to technology and its impact on our lives. (You can find her writing [here](https://themagpiebrain.substack.com/)). As Francesca alludes to in one of her thought experiments: **discussing concepts and ideas with other people (rather than asking ChatGPT) is like going to the gym for your mind.** But as anyone who has been to TEiP will know, TEiP’s lighthearted and playful atmosphere means that it’s more like a fun dance workout than crossfit or weightlifting. **How we'll do it** (timings approximate): * 7:00pm - Arrive at Newspeak House. Nearest station Shoreditch High Street. * Organise ourselves into small groups (3-4). * Have a look at the thought experiments (announced on the day of the event) * 7:15 - Introduction to the event * 7:20 - First rotation begins - Talk about the first thought experiment, but feel free to veer off topic and pursue new avenues of conversation. * 7:45 - Optional reshuffle: swap groups, move on to the second thought experiment. * 8:15 - Optional reshuffle: swap groups, move on to the third thought experiment. * 8:45pm - Wrap up - votes to discern general views of the room; info about upcoming events; feedback/requests for future meetups. * 9:00 Meetup ‘ends’. But feel free to carry on conversations. We have the room until 10 :-) **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 NEWSPEAK HOUSE. The nearest Overground Station is Shoreditch High Street. Nearby Tube stations: Bethnal Green, Whitechapel, Old Street, and Liverpool Street. You can access the venue step-free on the ground floor. Bathrooms are available at the venue. **Please note: There is no bar at the venue, but you are very welcome to bring your own drinks.** **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.... **[SUBSTACK](https://experimentsingroupwisdom.substack.com/)** \- newsletter and other writing **[WHATSAPP GROUP](https://chat.whatsapp.com/DapwAXpnOHO5DRYThobpe4)** \- stay in the loop **[INSTAGRAM](https://www.instagram.com/thoughtexperimentsinpubs/)** \- see what we look like **[WEBSITE](https://www.alltogether.one/)** \- everything else **If having different conversations about technology, AI and their impact on our lives sounds good, or intriguing, to you, please join us :-)**

**📣**AI didn’t just change how we build products, it exposed the cracks in how we design, ship, and make decisions. **This meetup brings together three perspectives on the real challenges of AI products:** getting users to use them effectively, managing unpredictability and trust, and rethinking product strategy when execution is no longer the constraint. Together, these talks shift the focus from technology to judgment, design, and product thinking. \#\# Agenda: **18:00** \- Gather & Mingle\. **18:30** \- Opening remarks\. **18:40** -"**Shipping AI features isn’t enough**" by Ellie Jacobs, Product Director LTX @ Lightricks **19:00** - **"Shipping Products That Are Almost Right"** by Meital Kochawi Levin, Senior Product Manager @ Bringg **19:20** - **"Product Strategy in the AI Era"** by Hadas Sheinfeld, VP Product @ ProductX.biz **19:40** \- Networking & Mingle Time **20:00**\- Close 🗣️First talk by **Elli Jacobs** **"Shipping AI features isn’t enough"** Users often fail to get value from AI-based features, because they don’t use them “correctly.” This talk explores the hidden gap between capability and usage, and how product teams can design experiences that guide users toward better outcomes without adding friction or requiring education. It’s about turning AI from something impressive into something reliably useful. 🗣️ Second talk by **Meital Kochawi Levin** **"Shipping Products That Are Almost Right"** Long before LLMs, non-deterministic systems forced teams to grapple with unpredictability, trust, and imperfect outcomes. This talk distills hard-earned lessons into a practical framework for building and managing such products—defining where accuracy matters, designing for failure, and turning users into active contributors to improvement. It offers a grounded approach to making “unreliable” systems feel dependable. 🗣️ Third talk by **Hadas Sheinfeld** **"Product Strategy in the AI Era"** AI hasn’t changed the essence of product strategy, but it has removed many of the constraints that once shaped it. As execution becomes easier, the real challenge shifts to prioritization, judgment, and building long-term advantage. This talk redefines how to think about strategy in a world where speed is no longer a differentiator, and exposes the gap between teams that truly have a strategy and those that never did. \#\# Audience: * CPO * VPs * Head of Product * Product Director * Product Pros 👉 Join us for an insightful and inspiring meetup packed with practical takeaways. \* The number of seats is limited , so do hurry up and book yours. \*\* Prior to the meetup, you will receive an email containing a QR code, which you will be required to present upon entry to the event. \*\*\*We’re aware of the Tube strikes in London next week, but fortunately, from Wednesday afternoon through Thursday, train services are expected to operate as usual, so there should be no difficulty getting to the meetup.

Join us for a special Friday night version of TEiP ST PANCRAS. Open minded discussions and the opportunity to learn from other people's perspectives and life experiences. This episode will explore the topic of 'PERSONALITY' by way of three original thought experiments (posted in the comments below on the day of the event). We'll meet at the beautiful Betjeman Arms in St Pancras Station. **The event start time is 7:30PM, rather than our usual 7:00PM.** Spaces are limited and tickets sell out fast, so get your ticket early if you want to be there! **THOUGHT EXPERIMENTS** \- posted in the comments below on the day of the event **[SUBSTACK](https://experimentsingroupwisdom.substack.com/)** \- read more about this community and other related stuff **[INSTAGRAM](https://www.instagram.com/thoughtexperimentsinpubs/)** \- see what we look like \(including The People of TEiP project\) **[WHATSAPP GROUP](https://chat.whatsapp.com/DapwAXpnOHO5DRYThobpe4)** \- stay in the loop **The idea:** A chance to meet and talk meaningfully about thought provoking topics. **How we'll do it** (timings approximate): * 7:00pm - Arrive at The Betjeman Arms. You can access the pub either from the street (entrance to the right of The St Pancras Hotel entrance) or via St Pancras Station (entrance from the upstairs train platforms). 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 people per group) * 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 veer off topic. * 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. We have the room until 10pm and usually a lot of us stay until then :-) **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 The Betjeman Arms. The nearest Tube station is King's Cross St. Pancras. You can access the pub either from the street (entrance to the right of The St Pancras Hotel entrance) or via St Pancras Station (entrance from the upstairs train platforms). 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!

If AI tools are already becoming part of your daily life, this dinner is for you. Explore AI over dinner at a Michelin-listed London restaurant. Tools, opportunities and real conversation. **Meet2Click Curated Conversations** Each Meet2Click Curated Conversation dinner centres around a carefully chosen topic or shared interest, designed to spark thoughtful conversation and meaningful connection. **Curious about how AI is changing our lives — and want to explore it in a relaxed dinner setting?** Artificial Intelligence is evolving rapidly. New tools, ideas, and breakthroughs are reshaping how we work, create, and think. Instead of abstract debate, this evening is about sharing what we’re discovering in real life. Two days before the dinner, guests will receive a short, accessible overview of interesting AI tools — simply to spark ideas. At the table, we’ll explore: • Is AI making us smarter or lazier? • What is the most exciting real-life use of AI right now? • What should humans protect in an AI-driven world? No technical background required. **Launch Season Benefit** During our initial Meet2Click dinners, guests will enjoy **up to 50% off food** at the restaurant. This introductory benefit is available for a limited launch period. Food and drinks are paid individually, directly with the restaurant. **Details** Location: La Trattoria 15 Cromwell Place, SW7 2LA London La Trattoria is a highly rated, intimate Italian restaurant in South Kensington, with a menu designed by Michelin-starred chef Alfredo Russo. **Date: 21 May 2026, 19.30h** **Ticket price:** £15 per person *(includes your seat and contribution to the evening — food and drinks ordered and paid individually at the restaurant)* Seats are intentionally limited to encourage meaningful conversation and genuine connection. Just an open, relaxed exchange of ideas over dinner. **Additional Information:** Photos or videos may be taken during the event for promotional purposes. Should you wish to opt out, please notify the host upon arrival, and your preferences will be respected.

**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

Let’s meet and wander the galleries! General admission on Sundays is free.

**🥰 Face-to-Face Speed Dating Online for Singles near Columbus** Round by round, you'll sit down for quick private Zoom rounds with Columbus singles paired for compatibility by age and quiz, as a skilled host keeps the pace natural. On completing your sign-up, there is a short quiz about your personality and preferences — the matching data comes from to organise compatible Columbus locals for your session, so every round is informed by more than just looks. When it is all done, mutual matches are shared privately — strictly for mutual matches only — and you connect at whatever pace feels right to you. **Register by age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Columbus&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Columbus&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Columbus&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Columbus&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0) **⚠️ Please note:** This rsvp is not enough to hold your place in the rounds, so complete registration via your age bracket link and finish the short personality quiz — places close once the group is full so sign up early, and skipping either step means your place is not held. --- **This works best for:** - Women and men based in Columbus who have given up on conversations that fizzle before a first date and are ready for something genuine instead. - Members around Columbus finished with matches that fade out before meeting and want to try something that actually works. - First-timers near Columbus done with the app treadmill that goes in circles and are looking for real connection. **The format** 1. **Choose your bracket** – by clicking your age group registration link, then answer the personality questions, because registration and quiz together hold your seat. 2. **Log in** – by opening the Zoom link at the event start, works on any device without requiring a download, and the host takes over from that moment forward. 3. **Speed date** – short Zoom speed dating rounds with Columbus locals in your personality-matched group, while a host ensures every round feels natural, as the quiz results already did the work of choosing who you meet. 4. **Find out who matched you** – we reveal mutual matches once the session ends, and your details are only exchanged when the match is mutual, and the follow-up is yours to manage however feels right. ⭐ *"Did not think I would enjoy it but — laughed more than I expected"* – Columbus local, first event --- ✨ Meet Columbus singles from home — register before spots fill and the evening takes care of itself and we will get you all set up. One click and you are on your way. 🌟 ✨

**🦋 Real Speed Dating Online for Detroit Singles Personality Matched** On the night, you'll sit down for host-managed one-on-one rounds with Detroit singles your age curated by personality quiz, as an experienced host steers the pace. Prior to the event, you submit a short personality questionnaire — the information you provide there to pair you intelligently with Detroit locals, making every round feel more natural from the first minute. After all the rounds, match notifications go to both parties — with no one-sided reach-outs ever happening — and you decide your next step from there. **Your age group is your key — pick it below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0) **⚠️ Important:** Your rsvp here is not a registration confirmation, so register through your age group link above and complete the personality quiz — places close once the group is full so sign up early, and only a completed registration locks in your seat. --- **How it works** 1. **Lock in your place** – using the link for your age bracket, then finish the personality questionnaire, since this is how you are officially confirmed. 2. **Hop on** – by clicking the Zoom invite at the event time, laptop phone or tablet — your choice, all work fine, and a host is live and will walk you through everything. 3. **Take part in the rounds** – host-guided one-on-one rounds with compatible Detroit singles in your bracket, as the host handles all transitions so conversations stay natural, as the quiz results already did the work of choosing who you meet. 4. **See your results** – after all rounds finish mutual matches are distributed privately, as privacy is guaranteed for all non-mutual selections, and once you have it you decide how and when to connect. **Perfect for:** - Anyone calling Detroit home wanting to escape digital dating that never converts to anything real and want to meet real locals without the faff. - Individuals in Detroit who are tired of app fatigue and empty match queues and want to talk to real people tonight. - Locals living in Detroit getting away from app fatigue and empty match queues and want real chemistry over profile photos. - Daters within Detroit who are tired of matches that ghost after two messages and are ready for something genuine instead. --- ✨ Done with apps — start here — use the link above to register and the host takes it from there this time. Your next chapter might start tonight. 🔥 ✨

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)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD