Predictive Analytics

\#\#\#\# Step 1: TAKE THE TEST The Oxford Capacity Analysis identifies 10 vital personality traits that influence your entire future. It is a factual, scientific analysis taken from your answers, and it takes about an hour to complete. \#\#\#\# Step 2: GET YOUR RESULTS After you complete the test, your personality analysis is generated and displayed. Within minutes your analysis will highlight your strengths and weaknesses—which personality traits to take advantage of and which need help. \#\#\#\# Step 3: CONSULTATION While the analysis graph shows distinct personality traits, it is the interrelationship of these traits that provides the greater picture of your personality. We provide a complimentary consultation with one of our trained staff, who will give a detailed evaluation of your personality analysis. In this one-on-one consultation, you gain a better understanding of your personality strengths and weaknesses, and establish the recommended path to your fast and lasting success.

June workshops at The Journaling Club hosted by Patricia. A space for exploring different journaling techniques, building confidence in your artistic skills and meeting likeminded people - away from screens! All materials are provided - only bring your journals. To bring: Your journal - this can be in your preferred size and shape Weekly themes: 1 June - Beginnings 8 June - Whimsical Landscapes 15 June - Dear Loved One 22 June - What’s In Season 29 June - Welcoming Summer

Your survival depends on knowing who you can rely on. But how can you tell who your real friends are? How can you determine if a person will help make a joint venture successful? Is there a way to predict behavior? Yes. There are fundamental elements to human behavior. When you know them you have insight into your fellow man, and just by observing how people act, you will know *everything* about them. #### On this lecture you will learn: * The important role of trust in human relationships. * The Hubbard Chart of Human Evaluation—the tool to know true character and predict what people will do. * How to evaluate others accurately and guarantee a more certain future for yourself and those you care about. With the knowledge you learn on this course, you will have tools to know who you can trust and who you can depend on. *“Trustworthiness is a highly esteemed commodity. When one has it, one is considered valuable. When one has lost it, one may be considered worthless.”* *—L. Ron Hubbard*

FREE THE FIRST TIME YOU ATTEND. Meet at the Crown pub and draw or paint landscapes in Victoria Park or along the Regent’s Canal. This is a very a friendly and well-established group. You can draw or paint in your own way or the tutor can provide a plan for the session for you to follow. This will help you to understand techniques, motivations, colour and composition. PLEASE BRING YOUR OWN MATERIALS - pencil and a sketchbook or drawing pad and/or your choice of colour medium (pastels, water colour gouache etc.) and pastel or water colour paper.

Hiya Women in UX! We’re so excited to host our next informal networking drinks of this year, on 8 June! 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-june-informal-networking-drinks-tickets-1986946429257?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

5 a side casual football game in City - Mile End, East London - 1 hour game - 6 GBP per person - KO 7pm - Casual football just for fun - No shouting, no aggressive behavior If you want to join you will need to sign up on http://www.footyaddicts.com and Confirm your attendance at the game page We do not use Meetup.com to manage bookings any more.

**The Person or the Projection?🕯️ | ADHD London** **ADHD, dopamine & the fantasy phase of modern dating** A small number of seats are released on Meetup. Most places are filled through private invitations. This listing offers limited access. ADHD Supper Club is a hosted dinner experience for thoughtful, curious people drawn to depth, psychology, neurodiversity, and meaningful conversation. Created for those who often see beneath the surface of people - yet still find themselves caught in chemistry, fantasy, intensity, or imagined potential. This Month’s Theme The Person or the Projection? Before you arrive, take a moment with this: How much of attraction is truly about the person - and how much is about the story, meaning, or possibility we attach to them? For ADHD minds especially, dopamine, novelty, emotional intensity, hyperfocus, nervous system activation, and imagined compatibility can make early attraction feel deeply real before clarity has fully formed. This evening explores: • projection & imagined compatibility • chemistry vs genuine connection • dopamine, attachment & emotional intensity • why some people become emotionally significant so quickly • the psychology of modern dating & attraction Your Ticket Includes ✨ A seat at a curated table ✨ Direct access to Anna for a guided, thought-provoking conversation ✨ Carefully selected guests ✨ A hosted, intentional experience 📍 Location shared after booking 🍽️ Food and drinks ordered separately at the venue ADHD Supper Club Where neurodiverse minds meet, eat, and connect.

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:** 09/06/2026 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

​Join **AI Signals** and **LangChain Community London** for an evening of technical talks, practical insights, networking, and community conversations around the future of AI applications. ​This meetup brings together developers, founders, researchers, students, product teams, and AI builders to explore how modern AI systems are being designed, deployed, and scaled in the real world. ​The evening will focus on **AI agents, RAG pipelines, LangChain, production-ready AI workflows, storytelling in AI, and practical lessons from people actively building with emerging technologies**. *** ## ​Schedule ​**6:00 PM** — Doors open, pizza, drinks, and networking **6:30 PM** — Welcome ​**6:35 PM** — Anshul Yadav : AI Engineer @ Li & Fung The Agent Is Not the Product: The Harness Is ​**7:00 PM** — Break ​**7:15 PM** — TBD ​​**7:45 PM** — **Lightning Talks: TBD** ​**8:00 PM** — Community networking and closing remarks **9:00 PM** — ​Wrap-up, drinks at [Angel London](https://g.co/kgs/3FVpa2i?utm_source=luma) *** ## ​What to Expect ​The evening will feature technical and practical discussions around: * ​Building reliable AI agents and intelligent workflows * ​RAG pipelines for real-world applications * ​Moving AI prototypes into production * ​Storytelling, design, and user experience in AI products * ​Lessons from AI builders, engineers, product leaders, and community speakers ​Whether you are experimenting with AI agents, deploying RAG systems, exploring LangChain, or simply curious about where AI development is heading, this meetup is designed to help you learn, connect, and contribute. *** ## ​Who Should Attend ​This event is ideal for: * ​Software engineers * ​AI and ML practitioners * ​Product managers * ​Founders and startup teams * ​Researchers and students * ​Designers working with AI products * ​Anyone interested in building practical AI applications ​You’ll gain insight into the tools, architectures, and workflows behind the next generation of intelligent applications, while connecting with the growing London AI and LangChain community. *** ## ​Important Information ​Please note that attendees will not be able to enter the venue before **6:00 PM**. ​RSVPs will close **24 hours before the event**. You may be unable to register after this time, but remote viewing will be available via our YouTube channel. ​Our hosts may require a list of all attendees. Please register using a name that matches your **government-issued ID or bank card**. If your registered name does not match your ID, we cannot guarantee entry to the building. ​If you can no longer attend in person, please un-RSVP so your space can be made available to someone else. *** ## ​About AI Signals ​**AI Signals** is a community focused on exploring the latest developments in artificial intelligence, emerging technologies, and practical AI adoption. It brings together builders, learners, and professionals interested in understanding how AI is shaping the future of work, business, and society. *** ## ​About LangChain Community London ​**LangChain Community London** brings together developers, AI engineers, researchers, and technology enthusiasts interested in building applications powered by large language models, agents, retrieval-augmented generation, and production AI systems. *** ​A huge thank you to our speakers, sponsors, hosts, volunteers, and community members for making this event possible. ​**Secure your place and join us for an evening of learning, collaboration, and AI community energy in London.**

**Important:** Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026061110) is required for admission. **RSVP on meetup is turned off** Welcome to the AI meetup in London, in collaboration with **Coder and Netmind**. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Agenda:** \* 6:00pm\~6:30pm: Checkin and Networking \* 6:30pm\~6:45pm: Welcome/community update \* 6:45pm\~8:30pm: Tech talks and Q&A \* 8:30pm\~9:30pm: Open discussion & Mixer **Tech Talk: Scale AI Workflows** **Speaker:** Eric Paulsen (Coder) **Abstract:** This meetup is for developers and platform teams who want to understand what it actually takes to move from AI experimentation to production-ready workflows. We’ll focus on how teams are redesigning their development workflows to work with AI, not just adding tools on top. That includes how to structure workflows, manage agents, and introduce the right level of control without killing developer velocity. No hype. No tool comparisons. Just a clear look at why most AI workflows fail and what actually works at scale. **Tech Talk: AI-DLC: Navigating the AI Development Lifecycle with Kiro** **Speaker:** Ryan Tan (AWS) **Abstract:** This session explores the evolving AI Development Lifecycle (AI-DLC) through the lens of Kiro's current capabilities and future direction. We'll cover Kiro's desktop/CLI deployment model and the path toward broader accessibility, early-stage developments around Kiro's upcoming autonomous agent capability, and how an agnostic philosophy — enabling choice of IDE, LLM backend, and cloud provider — shapes a flexible, developer-first approach to AI-assisted software development. Whether you're evaluating AI coding tools or architecting developer platforms, this session will give you a practical view of where the ecosystem is heading. **Tech Talk: Earning the Right to Step Away: AI Agents in Everyday Practice** **Speaker:** Billy Michael (GlobalLogic) **Abstract:** You've seen the demos. This is what happens after them. It's a look at the agents and skills we actually run inside GlobalLogic, day to day, on our own engineering and business work, and what it took to trust them. We started where most teams do: Claude Code in a terminal, with a human framing every task and pressing enter. The interesting part begins when no one is at the keyboard. I'll walk through the pattern we use to get there: build a skill by hand, live with it until it's boring, then let an event pull the trigger. The unit is always the same, a skill; what changes is how much autonomy the stakes justify. **Tech Talk: Trustable Agentic AI** **Speaker:** Xiangpeng Wan (Netmind) **Abstract:** NetMind.AI's [NarraNexus](https://www.narra.nexus/?utm_source=AI+Camp&utm_medium=Page&utm_campaign=20260611+Event) is a ready-to-run team of agents that already remember, collaborate, and use tools. Start from a template, or compose your own. **Speakers/Topics:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 20,000+ AI developers in London and 500K+ worldwide.

**DSTI AWS SBG – Build an End-to-End Data Analytics Pipeline on AWS** ***(Paris Campus / Online)*** Ready to turn raw data into actionable insights using AWS? Join us for our next AWS Cloud Club event at DSTI Paris and discover how modern data analytics pipelines are built in the cloud. In this hands-on workshop, you'll work with several AWS services to collect, process, transform, and visualize data through a complete serverless analytics workflow. 📅 Tuesday 9th June 🕒 16h30 – 18h (CET) 📍 DSTI Paris Campus & Online 🔍 **What we'll cover:** 🪣 **Store Your Data** Upload and organize datasets using Amazon S3, the foundation of many AWS data architectures. ⚡ **Automate Data Processing** Use **AWS Lambda** to trigger and automate data workflows without managing servers. 🔄 **Prepare & Catalog Your Data** Discover **AWS Glue** to crawl, catalog, and transform raw data into analysis-ready datasets. 📊 **Visualize Business Insights** Build interactive dashboards with **Amazon QuickSight** and turn data into meaningful visual stories. 🎁 **Bonus:** We'll finish with a short interactive quiz and some AWS goodies to win! 👀 🎯 **Why join?** * Gain hands-on experience with AWS analytics services * Build a complete cloud-based data pipeline * Learn how data flows from storage to visualization * Strengthen your Data Analyst, Data Engineer, and Data Science skills * Add a practical AWS project to your portfolio * Network with fellow DSTI students and cloud enthusiasts Whether you're into DA, DS, DE, AI, or simply curious about cloud technologies, this workshop will help you understand how modern organizations transform data into business value using AWS. Let's ingest, transform, visualize, and unlock insights together! 🚀

Join us on June 11th from **6:00pm** for a Data Streaming meetup hosted by **Moniepoint!** **PLEASE bring your PHOTO ID and REGISTER with your First and Last Name. For security purpose** 🗓 **Agenda:** * 6:00pm – 6:30pm: Food/Drinks and Networking * 6:30pm - 7:15pm: Tom Scott, CEO, Streambased * 7:15pm - 8:00pm: *Abraham Imohiosen,* Engineering Manage, *Moniepoint* * 8:00pm - 8:30pm: Q&A Networking. 💡**Speaker One:** Tom Scott, CEO, Streambased **Title of Talk:** Infinite Kafka? Rethinking Retention with Iceberg **Abstract:** Apache Kafka is designed for high-throughput, low-latency event streaming, not cost-efficient long-term storage. Yet we constantly see cases like event sourcing, audit/compliance, and large-scale reprocessing forcing that pattern onto it. As retention increases, costs grow linearly to support edge cases, one-time runs, and “checkbox” use cases. Can Iceberg help here? In this talk, Tom explores a hybrid architecture that separates hot and cold data while preserving Kafka’s log semantics. Using a combination of Kafka and Apache Iceberg, he demonstrates how to extend Kafka into low-cost object storage, enabling effectively unlimited retention without sacrificing performance or access patterns. The result is a unified log that supports both real-time processing and long-term replay, removing the traditional trade-off between cost and capability in Kafka-based systems. **Bio:** Long-time enthusiast of Kafka and all things data integration, Tom has more than 15 years of experience in innovative and efficient ways to store, query, and move data. Tom is currently CEO at Streambased, a company focused on unifying operational and analytical data estates into a single, consistent, and efficient data layer. 💡**Speaker Two:** Abraham Imohiosen, Engineering Manager, Fraud Prevention Tools. **Title of Talk:** From CDC to Decision: Kafka as the Fraud Detection Pipeline's Connective Tissue **Abstract:** Fraud detection isn't one system — it's a system of moving parts (databases, feature stores, rule engines, ML models, case management tools) that all need to agree on what just happened, in milliseconds. Kafka sits in the middle of it, and treating it as "just the message bus" leaves a lot of value on the table. In this talk, I'll walk through three jobs Kafka does inside Moniepoint's fraud detection pipeline: moving events between services, powering real-time aggregations and windowed features, and acting as a CDC source that turns database changes into the canonical stream feeding a final aggregate store, as well as routing evaluated events into the case management system for final decisioning. **Bio:** *Abraham Imohiosen is an Engineering Manager at Moniepoint, where he leads the Fraud Prevention team in building case management systems and machine-learning detection models that protect millions of customers and billions in transaction volume. He has over 10 years of experience across fintech and cloud-based architectures, having previously led the delivery of Monieworld Transfers and a savings product. Abraham holds an M.Sc. in Robotic Systems Engineering from RWTH Aachen University.* \*\*\* If you are interested in hosting/speaking at a meetup, please email community@confluent.io

Welcome to our June event. We're delighted to welcome [Marina Kim](https://www.linkedin.com/in/marinawebdev/), Tech Lead, Vidatec and [Damien Jones](https://www.linkedin.com/in/mrdamienjones/), AWS Consultant, Steamhaus You've seen the AgentCore demos. **Marina** has taken them into production, and lived to tell the tale. Tonight she's giving us the engineering reality behind building AI agents on AWS with Amazon Bedrock and tooling: what breaks, what costs you, and what actually ships. Five weeks. A brand new business. A Crufts deadline. **Damien** didn't whiteboard this one - he shipped it. Tonight he's walking us through every decision that made it possible: AWS CDK, Amplify, Q Developer, and Kiro working together under real pressure. A big thank you to our sponsors [Cloudscaler](https://rebrand.ly/cloudscaler), [Rayo](https://rebrand.ly/rayo-cloud) & [The Scale Factory](https://rebrand.ly/scalefactory) Programme: 18:00: Arrival, registration 18:15: Talks start 20:00: Networking with food and a drink provided by the generosity of our sponsors. Talk 1: ***AgentCore vs Reality: Lessons from Building AI Agents on AWS with Marina Kim*** In this talk, I will explore the reality of what happens when you try to build an AI agent on AWS using Amazon Bedrock and tool calling, inspired by still new and emerging AgentCore patterns. Through a live demo and practical examples, I’ll walk through what worked, what didn't work, and the unexpected challenges that appear when moving from theory to implementation, including hallucinations, incorrect tool usage, and trade-offs around cost and latency. The goal is to give a realistic, engineering-first perspective on building agentic systems today, and help developers understand where these patterns are useful and where they still fall short. By the end of this talk, you’ll have a clear understanding of how to approach building AI agents on AWS, what pitfalls to expect, and how to make informed decisions when applying agentic patterns in real-world systems. **Learning Takeaways** * How to approach building AI agents on AWS using Amazon Bedrock and tool calling, with focus on emerging AgentCore patterns * What actually happens when you move from theory to implementation, including common failure modes like hallucinations, incorrect tool usage, and overconfident decisions. * How to iteratively improve an agent by testing, identifying issues, and introducing guardrails and constraints * How to evaluate trade-offs between autonomy, reliability, cost, and latency in agentic systems **Marina** is a Tech Lead at Vidatec working with web, mobile, MS Teams and AI solutions across multiple industries. She has significant experience working with AWS services, managing deployments and maintenance across multiple production workloads. Marina is a founder of Catbytes - online community for women in tech and a co-organiser of AWS UG UK and AWS AI In Practice community events Talk 2: ***Best in Show: Building a Crufts-Ready AWS Business Platform in 5 Weeks with Damien Jones*** A new dog training business is launched. You have 5 weeks to develop a new production-ready platform before Crufts: the world's biggest dog show. Could you deliver? In this talk, I'll share the real-world journey of building WolfieAndFriends on AWS. We'll review my architectural choices, "build vs buy" decisions and the trade-offs made during those hectic early days. You'll learn how to use AWS serverless, IaC and AI services to enable rapid delivery, shorten development times and transform a greenfield project into a professional, scalable platform that pays the bills. Whether you're a startup founder or an enterprise dev, you'll walk away with a blueprint for rapid delivery without sacrificing long-term stability. Expect Amplify, CDK, Q Developer, Kiro and more! **Learning Takeaways** * How to make fast, defensible architectural decisions under genuine time pressure. * How to use AWS CDK, Amplify Gen 2, Q Developer, and Kiro as an integrated rapid-delivery stack. * Practical "build vs buy" trade-offs: what to own, what to delegate, and how to decide. * How serverless IaC enables safe iteration from greenfield to production. * A reusable blueprint for going from zero to a scalable, paying platform in weeks — not months. **Damien** is an AWS consultant, data specialist, and cloud enthusiast with a strong record of designing, building, and optimising cloud-native solutions. He has extensive knowledge of data engineering, DevOps and cloud architectures, fueled by a passion for using emerging technologies to solve complex problems and support data-driven decision making. Damien is also active in the cloud community, serving as a content creator, user group leader and public speaker. **Do you have a story to share?** If you are interested in speaking at one of our events, please check out our [call for papers here](https://awsuguk.org/call-for-papers/). We are advocates for greater inclusion & diversity in UK Tech and are especially keen to receive talk submissions from people in underrepresented groups. If you are interested in speaking at a future meetup but would like to discuss what to expect or need assistance, please contact our Inclusion & Diversity Lead Natalie Gray - graynataliej@gmail.com or DM her [@natjgray](https://twitter.com/natjgray) Check out our [website](https://awsuguk.org/) for more information about our community and our code of conduct. Remember to follow us [@AWSUserGroupUK](https://twitter.com/AWSUserGroupUK) and on [LinkedIn](https://www.linkedin.com/company/aws-ug-uk) for the latest updates, and you can find videos of our past meetups [here.](https://awsuguk.org/our-videos/)

Join us for the **Cloud Native & Open Source AI Conference**, a full-day, in-person event bringing together engineers, architects, platform teams, AI practitioners, technical leaders, and open-source communities working at the intersection of **cloud-native infrastructure, open-source AI, and production-scale systems**. **MAKE SURE TO REGISTER HERE: https://www.communitystack.io/conferences/cloud-native-london USE CODE: CommunityStack for a free ticket** ## Opening Keynote **Evolving the Kubernetes User Experience: More Intuitive, More Extensible, More Agentic** With: **Andrew Randall** — Principal PM, Office of the CPO, Microsoft **Pal Lakatos-Toth** — Senior Product Manager, Microsoft Kubernetes has become the default platform for modern workloads, and increasingly for AI systems. This keynote will explore how the Kubernetes user experience is evolving for both humans learning the platform and AI agents operating within it, with a focus on usability, governance and production readiness. ## Full Conference Programme **09:00 – 09:30** Doors Open **09:30 – 10:15** Opening Keynote: *Evolving the Kubernetes User Experience: More Intuitive, More Extensible, More Agentic* Andrew Randall, Microsoft Pal Lakatos-Toth, Microsoft **10:15 – 11:00** Panel: *From HFT to Enterprise Banking: The Talent War for Cloud Native, Open Source and AI Engineers* Moderated by Ethan Sumner, Community Stack Craig Whiting, RLS Search Jon Freedman, Quant Fin **11:30 – 12:00** *The Massively Parallel Agent Stack* Peter Bhabra, Doubleword **12:00 – 12:30** *Controlling AI Agent Access in Cloud-Native Engineering Workflows* Viola Lykova, nuclecode **12:30 – 13:00** *Preventing Silent Interpretation Errors at Scale* Maebh Booth, Senior Engineering Leader, Former M&S **14:00 – 14:30** *Prompt Driven Platforms: The Future of Self-Service Infrastructure* Salman Iqbal & Amir Tayabali, Appvia **14:30 – 15:00** *Platform as a Product: What Happens When We Treat Security as a User?* Hannah Foxwell, Bimp **15:00 – 15:30** *Beyond the Portal: Architecting AI-Native Platforms with CNOE and MCP* Hossein Salahi, Liquid Reply **16:00 – 16:45** *Intro to Apache Kafka on Aiven: From Managed Simplicity to Inkless Architectures* Hugh Evans, Aiven **16:45 – 17:15** Closing Keynote: *The Age of “Big Tech” is Over* Sean M Tracey, Mitchell Technologies **17:15 – 17:30** Closing Remarks Ethan Sumner, Community Stack Mercedes Moxon Greenfield, Community Stack ## Speakers We are delighted to welcome an exceptional speaker lineup, including: Andrew Randall — Principal PM, Office of the CPO, Microsoft Pal Lakatos-Toth — Senior Product Manager, Microsoft Peter Bhabra — Member of Technical Staff, Doubleword Viola Lykova — Senior Software Engineer, nuclecode Hannah Foxwell — Co-Founder, Bimp Sean M Tracey — Founding Technologist, Mitchell Technologies Craig Whiting — Director, RLS Search Jon Freedman — Chief Technology Officer, Quant Fin Ben Davison — Founder, Axiologik Salman Iqbal — Solutions Architect, Appvia Amir Tayabali — Tech Lead, Appvia Maebh Booth — Senior Engineering Leader, Former M&S Hossein Salahi — Senior Principal Engineer, Liquid Reply Jon Shanks — CEO, Appvia Hugh Evans — Senior Product Advocate, Aiven Ethan Sumner — Co-Founder & CEO, Community Stack Mercedes Moxon Greenfield — Co-Founder & CTO, Community Stack ## Sponsors and Partners This conference is made possible through the support of our sponsors and partners: **Headline Sponsor** BrainStation **Platinum Sponsors** Overmind Appvia Harvey Nash Axiologik **AI Native Sponsor** Nearform **Supporting Sponsors and Partners** RLS Search Doubleword Postman X4 Group Engaging Data BIMP Aiven If you'd like to get involved with a future event, please email: ethan.sumner@communitystack.io

**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)

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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)

## 🤝 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. ###

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

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

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\.

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.