Predictive Analytics

🎉 Event #24 – The Analytics Engineering Meet-up 🎉 The London Analytics Engineering Meet-up - Hosted by Google! Last year this was the meet-up with our highest attendance. Sign up early for this one. 🎤 Talks: [David Cox](https://www.linkedin.com/in/david-ryan-cox/)[ ](https://www.linkedin.com/in/david-cox-2948384/)– Business Intelligence Lead Engineer, Lloyds Banking Group Talk: *The journey to self-service through conversational (AI) analytics.* [James Sean Dickson](https://www.linkedin.com/in/jamesseandickson/) – Senior Analytics Engineer, Voy Talk: *Project Zen Garden - A philosophical approach to maintaining a reliable, scalable and maintainable data platform.* 📅 RSVP is Open This event will be over-subscribed, so set reminder — you won’t want to miss it! 📍 Agenda 6pm – Doors open, networking, food & drinks 7pm – Talks kick off 8:30pm – More drinks & networking @ local pub This is a fantastic opportunity to connect with some of the UK’s top data professionals, share challenges, and exchange learnings. The Analytics Engineering Meet-up is a community for data professionals working with the modern data stack, machine learning or AI. We host regular meet-ups featuring talks from data leaders building and scaling analytics, data platforms, and AI in forward-thinking teams. The community is ideal for Data Engineers, Analytics Engineers, Analysts, and those working in Data Science, Machine Learning, or AI. The meet-up is organised by [Cognify](https://cognifysearch.com/), the recruitment partner for modern data and AI teams. Our event sponsor is [Meltano](https://meltano.com/), an ETL platform built on open-source foundations, engineered by experts for cloud scale, efficiency, and reliability. We’re always on the lookout for venues to host and guest speakers to inspire. If you’d like to get involved, feel free to chat with one of the Cognify team at any event. If you’re eager to dive deeper into industry insights, check out The Stacked Data Podcast for conversations with industry leaders. Listen on: [Spotify](https://open.spotify.com/show/24fIpekn8WfRDZsVHNcf7Q) **No-Show Policy:** If you miss 2 consecutive events or 2 out of 3 events, you won’t be able to attend the next event. We hope you understand this is to keep things fair for venues and other attendees.

We are excited to announce our May Community Showcase. This event is an opportunity for individuals at all skill levels to come together and share their experiences with Rust. Whether you’re working on a personal project, contributing to an open-source initiative, or teaching a concept related to Rust, we invite you to present your work and insights. Take this opportunity to build your confidence and share what you are doing. Speakers === **Sang Young Noh** **Talk title:** FerrumMD: Building a Molecular Dynamics Engine in Rust **Abstract:** FerrumMD is a molecular dynamics engine written in Rust, built to explore high-performance scientific computing from first principles. The project implements core simulation components, including Lennard-Jones interactions, periodic boundary conditions, Verlet integration, velocity rescaling, and electrostatics via Particle Mesh Ewald. It aims to bridge computational chemistry, systems programming, and extensible design for future free-energy workflows. === **JC Campagne** **Talk Title:** DAGraph: Local reactive graph-based data analytics in Rust. **Abstract:** DAGraph is a reactive node-based canvas app for local data analytics — every cell is a node in a reactive DAG, from basic arithmetic to OLAP-style SQL. Built in Rust, it runs natively or fully in-browser via WASM, with no server and no data leaving your machine. === **Darek Luksza** **Talk Title:** Building a streaming technical-analysis crate in Rust **Abstract:** Darek will share lessons from building quantedge-ta, an open-source Rust crate for technical analysis indicators designed for streaming market data rather than batch-only calculation. The talk will cover practical problems around warmup periods, convergence, forming versus closed bars, and stateful updates, plus where Rust helped and where the ergonomics became tricky. === **Ben Knightsberg** **Talk Title:** AI and Encryption: Hmm or Mmm? **Abstract:** A wacky deep dive into modern encryption, focusing on homomorphic techniques and their practical implications through Rust. Drawing on recent work, we'll explore how secure computation can unlock value without exposing data. We'll also figure out how to successfully engage partners to invest in encryption initiatives, translating complex cryptography into tangible business outcomes and strategic advantage across multiple sectors globally.

**Let's talk 'AI & BUSINESS'...** Join us for an informal evening of **networking**, **expert talks on** **AI Governance, Data Sovereignty** & a **panel discussion on "How we use AI in our business today"**. **BOOK YOUR PLACE:** [https://aiprofessionals.network/london28may](https://aiprofessionals.network/london28may) **\- Your place must be booked in advance\.** We’re bringing together our AI Professionals & Business communities in/around London to meet, connect and **explore how AI is being built and used in business today.** Whether you’re a founder, investor, professional or simply curious about the AI revolution in business, this is your chance to learn, connect and be inspired. Make real connections, share experiences, be inspired and to inspire others whilst chatting about AI in Business in a relaxed, friendly setting. No formal pitches. Just great conversations! **For more information and to reserve your place visit: [https://aiprofessionals.network/london28may](https://aiprofessionals.network/london28may)** **Venue: Civo Tech Junction, London, EC2A** Pizza & drinks provided courtesy of our Sponsor, Civo.com. **Event Sponsor:** We are proud to be sponsored by **Civo.com** \- Civo is the Sovereign Cloud and AI platform that frees you to build without limits\. Trusted by ambitious startups and major enterprises around the world to deliver scalable\, sustainable infrastructure without the hidden costs or headaches\. We hope you will join us for an inspiring, enjoyable evening. **[Register now to secure your place.](https://aiprofessionals.network/aipb-registration-page1)** NOTE: This event is also being promoted by many other groups and some photos/ videos may be taken for future promotional purposes.

**LLMday: In-Person Event on LLMs, AI & ML in LONDON** Conference focused on Large Language Models (LLMs), Artificial Intelligence, and Machine Learning, bringing together engineers, researchers, and product teams to share real-world experience building, deploying, and operating AI systems. 🫆[Speakers & Topics](https://llmday.com/2026-london-q2/) 🎟️ **Important:** Meetup RSVPs are for interest only. Still NEED registration, it is handled exclusively through Luma [here](https://luma.com/llmday-2026-london-q2?lm_source=embed) Enjoy 50% OFF with promo code: MEETUP50

### **Let's talk 'AI & Business'** Join us for an informal evening of **networking**, **expert talks on** **AI Governance, Data Sovereignty** & a **panel discussion on "How we use AI in our business today"**. **BOOK YOUR PLACE:** [https://aiprofessionals.network/london28may](https://aiprofessionals.network/london28may) **\- Your place must be booked in advance\.** We’re bringing together our AI Professionals & Business communities in/around London to meet, connect and **explore how AI is being built and used in business today.** Whether you’re a founder, investor, professional or simply curious about the AI revolution in business, this is your chance to learn, connect and be inspired. Make real connections, share experiences, be inspired and to inspire others whilst chatting about AI in Business in a relaxed, friendly setting. No formal pitches. Just great conversations! **For more information and to reserve your place visit: [https://aiprofessionals.network/london28may](https://aiprofessionals.network/london28may)** **Venue:** Civo Tech Junction, London, EC2A Pizza & drinks provided courtesy of our Sponsor, Civo.com. **Event Sponsor:** We are proud to be sponsored by **Civo.com** \- Civo is the Sovereign Cloud and AI platform that frees you to build without limits\. Trusted by ambitious startups and major enterprises around the world to deliver scalable\, sustainable infrastructure without the hidden costs or headaches\. We hope you will join us for an inspiring, enjoyable evening. **[Register now to secure your place.](https://aiprofessionals.network/aipb-registration-page1)** NOTE: This event is also being promoted by many other groups and some photos/ videos may be taken for future promotional purposes.

**Everyone's talking about graphs now: What does Azure have to offer?** Microsoft Fabric now has a built-in graph database. So do you still need Neo4j? In this session we put Fabric Graph and Neo4j Aura head to head. Not as a marketing exercise, but as a practical decision guide. We’ll cover where Fabric Graph earns its place as a zero-friction, OneLake-native option for connected data, and where Neo4j Aura pulls ahead on query maturity, algorithm depth, and production readiness. We’ll run the same problem through both platforms live, so you can see the real differences rather than just read a feature table. You’ll leave with a clear decision framework: when to use what’s already in your Fabric capacity, when to bring in the specialist, and why the answer is sometimes both. **About the Speaker** Sandy is a Principal Innovation Consultant at Acora (a title all the cool kids aspire to) and Databricks Champion. He’s passionate about technology and finding the best tool for the job. Having recently worked on a project building out a knowledge graph, he’s got the experience with Neo4j to really show the differences between where it wins and where fabric wins.

If you want to join this game you need to do so using http://www.footyaddicts.com -- - 1 hour casual football - 3G artificial grass surface - Closest station Highbury & Islington - Please be on time ---- RSVP for this and any other game ONLY via http://www.footyaddicts.com Join us today and play football every day! Football games for everybody, anytime, everywhere!

If you already know the basics of Sevillanas and you’d love to feel more confident, expressive and fluid when dancing, this course is for you! Join a warm, supportive group and continue your Sevillanas journey with rhythm, joy and authentic Spanish flair. Over this course we will: ✨ Refine coordination and technique ✨ Improve styling and posture ✨ Build musicality and confidence ✨ Work on smoother transitions and partner awareness ✨ Dance with alegría, expression and connection This is ideal for dancers who: ✔️ Have previously learned Sevillanas basics ✔️ Want to polish, strengthen and feel more natural dancing ✔️ Enjoy Spanish culture, music and community spirit ✔️ Love learning in a friendly and uplifting atmosphere 📅 **Sundays – 19 April to 31 May** ❗ No class on 3 May ⏰ **13:00 – 14:00** 📍 **Danceworks London** 🎟️ **Limited spaces – booking essential** https://www.danceworks.com/courses/ Whether you want to dance socially at ferias, cultural events or simply enjoy dancing for yourself, this course will help you dance with greater elegance, confidence and joy. Come dance with us and feel the spirit of Spain in London! 🌺 If you have any questions, feel free to message.

Hi Architects, Welcome to our the Fourth AWS London Well-Architected User Group Meetup!!! 🥳🥳🥳 Dragon Hall Trust, 17 Stukeley Street, London WC2B 5LT The AWS London Well-Architected Meetup is the latest chapter in the most popular AWS Meetup group globally. At each meetup we cover off various pillars of AWS best-practice in detail including insights from industry leaders that specialise in the Well-Architected Framework. We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Breached at 3am: How AI is Redefining Security on AWS** \| Oluwasile Adesanya \[Solutions Architect\] from Cadware Limited An overview of how the Well‑Architected Framework is evolving with AI-driven tooling, focusing on how solutions like Kiro transform detection and automated remediation of threats, practical benefits for teams, and recommended implementation patterns and pitfalls to avoid. * **AI-Assisted AWS Well-Architected Assessments with AWS Security Agent** \| Mahendran Selvakumar \[Senior Cloud & DevSecOps Engineer\] from Tata Consultancy Services This talk explores how AWS's new Security Agent can transform the traditionally time-consuming AWS Well-Architected Framework Review (WAFR) process by leveraging AI to automate and accelerate security assessments. So come join us at 6.30pm for a 7.00pm start, including drinks, snacks and friendly networking after our talks :-)

**A one-off special to launch a new series of events 🎉** **(Update:** We have now scheduled our regular events, you can find all the details and get tickets **[here](https://www.tickettailor.com/events/alltogether)**.) Jude & Bonny are collaborating to bring coaching to **everyone**. Why? **Full story on [Substack.](https://open.substack.com/pub/experimentsingroupwisdom/p/create-the-event-you-wish-existed)** In brief, they believe: * Coaching can be life enhancing, inspiring, creative, and fun * Everyone can learn coaching skills * Having the experience of both coaching and being coached is doubly valuable * Peer-to-peer connections are special :-) **At THE COACHING CLUB, we will:** * Learn a new skill (drawing on Jude’s expertise and experience as a coach) * See how it works in a short demo * Practice in pairs * Shuffle the pairs * Reflect together Jude and Bonny will guide the process, but you will also receive a tiny booklet for illustration (a Zine by [LESS STRESS PRESS](https://www.instagram.com/lessstresspress)) For this OPENING NIGHT SPECIAL we will share a method of discovering “life as a garden” 👀 **NOTES ON THE GENERAL ATMOSPHERE:** Although we’ll be learning new skills 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 thoughtful and interactive evening in a pub. **WHO SHOULD COME:** Everyone! We believe that the more perspectives, the richer the experience. This group is not about being experts, it is about thinking creatively together and learning new ways to create space for one another. **WHERE WE’LL MEET:** This event will be at the Earl of Lonsdale Pub on Portobello. The nearest Tube station is Notting Hill Gate. (Future, smaller events will be in a different pub. You can find them [here](https://www.tickettailor.com/events/alltogether).) **YOUR HOSTS:** **Jude** is an experienced NLP (Neuro Linguistic Programming) Master Practitioner and utilises NLP tools and techniques when she coaches. She offers 1:1 sessions, with the first Introductory Session completely free with no obligations - [www.judewattscoaching.co.uk](http://www.judewattscoaching.co.uk) **Bonny** is just starting her training as a coach. While in training, she's offering free and low cost sessions (first three sessions free, after that £15) - [www.bonnyastor.com/coaching](https://www.bonnyastor.com/coaching) **MORE INFO & LINKS:** **[SUBSTACK](https://experimentsingroupwisdom.substack.com/) \- newsletter and reflections** [INSTAGRAM](https://www.instagram.com/experimentsingroupwisdom) \- occasional visual updates on this event and others [WEBSITE](http://www.alltogether.one/) \- everything else [WHATSAPP GROUP](https://chat.whatsapp.com/KWv2l3LvYn8BoEpYPD01hU?mode=gi_t) \- stay in the loop **#coaching #creativity #inclusivity #openmindedness #community #newskills**

\#\#\#\# 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.

The weather is getting absolutely gorgeous in London ☀️ It has been a long winter, and now it is time to go out and enjoy nature. Join us on this unique UXers Nature Walk and learn about the area we are focused on this year to drive social impact through our [Responsible Design for Change Fellowship](https://www.ux4change.org/responsible-design-for-change-fellowship/). Get a chance to meet our founder, Sandra Gonzalez, and some of the fellows who are currently enrolled in the third cohort of the Fellowship. This is a very lovely opportunity to connect with nature and our community. You are welcome to bring your pet and/or your children, especially if you are juggling half-term at the moment. We will end the walk at the Princess of Wales to share a drink and network a bit. We look forward to spending a lovely afternoon with you.

You want to do your best! You want to realise your potential! You want to make the right decisions at the right time! Obviously- you want to be a success! Do you have all the skills in place? Do you have areas in your life or personality that are weaker and you feel can stop you or hold you back? Would you like a free personal consultation to help locate your strengths and weaker areas? We can help you to maximise on your potential. If you would like a free 1 hour consult then register now! We have various times available for your own personal consultation This is hosted at the Scientology Life Improvement Centre in London. We use the Oxford Capacity Analysis test. https://www.scientology-london.org.uk/personality-test/

**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)

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\.

Join us for our Sunday Meditation Service - 'Self Analysis Key to te Mastery of Life!' Or join us on Facebook Live! Our Facebook Page is ***Golden Lotus Yoga for Spiritual Awareness***

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

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

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