Advanced Manufacturing & Engineering
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Frequently Asked Questions
Yes! Check out advanced manufacturing & engineering events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the advanced manufacturing & engineering events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find advanced manufacturing & engineering events near your location here. Connect with your local community and discover events within your area.
Advanced Manufacturing & Engineering Events Today
Join in-person Advanced Manufacturing & Engineering events happening right now
LLMday: In-Person Event on LLMs, AI & ML | LONDON 2026
**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.
š«[Speakers & Topics](https://llmday.com/2026-london-q2/)
šļø **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
London Analytics Engineering Meetup #24
š Event #24 ā The Analytics Engineering Meet-up š
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.
š¤ Talks:
[David Cox](https://www.linkedin.com/in/david-ryan-cox/)[ ](https://www.linkedin.com/in/david-cox-2948384/)ā 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/) ā Senior Analytics Engineer, Voy
Talk: *Project Zen Garden - A philosophical approach to maintaining a reliable, scalable and maintainable data platform.*
š
RSVP is Open
This event will be over-subscribed, so set reminder ā you wonāt want to miss it!
š Agenda
6pm ā Doors open, networking, food & drinks
7pm ā Talks kick off
8:30pm ā More drinks & networking @ local pub
This is a fantastic opportunity to connect with some of the UKās 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.
Weāre always on the lookout for venues to host and guest speakers to inspire. If youād like to get involved, feel free to chat with one of the Cognify team at any event.
If youāre 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 wonāt be able to attend the next event. We hope you understand this is to keep things fair for venues and other attendees.
LDN Talks May Community Showcase
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 youāre 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 ā 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.
AI & Business Networking (London)
### **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\.**
Weāre 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 youāre 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?
**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. Weāll 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. Weāll run the same problem through both platforms live, so you can see the real differences rather than just read a feature table.
Youāll leave with a clear decision framework: when to use whatās 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. Heās passionate about technology and finding the best tool for the job. Having recently worked on a project building out a knowledge graph, heās got the experience with Neo4j to really show the differences between where it wins and where fabric wins.
Advanced Manufacturing & Engineering Events This Week
Discover what is happening in the next few days
BEGINNERS HIKE 18KM Wind in the Willows: Woodland, River & Photography adventure
š **Key Info:**
⢠Distance: 11.5 miles (18km)
⢠Grading: [Beginners/Intermediate](https://outdooraholics.co.uk/HikeGradings.pdf) \- one main hill that we take gently
⢠Ascent: 140m
⢠Hiking time: 5 to 5.5 hours
⢠Cost: £31 (includes guided hike + return train)
⢠Refunds: Payments are non-refundable and non-transferable. If you follow our [[Resale Process](https://outdooraholics.co.uk/FAQ.pdf)] and your place is rebooked, weāll issue a refund.
⢠Toilet Breaks: On the train, at the lunch stop, and at the end pub
š **Meeting Point**
⢠Location: Paddington station. Meet at the entrance of the main ticket office - [MAP](https://outdooraholics.co.uk/StationPhotos/Paddington.jpg)
⢠Time: Meet 9am, leave 9:20am for the 9:38am train
⢠Return: 6:22pm arrival back in London (youāre committed until then)
š **Highlights**
⢠Walk the scenic **Thames Path** with riverside meadows and marshes
⢠Visit **Cookham**, home of painter Sir Stanley Spencer
⢠Discover the site of **Saxon Queen Cynethrythās** lost 8th-century monastery
⢠See ancient **Bronze Age burial mounds** at Cock Marsh
⢠Enjoy panoramic views of the Thames Valley from **Winter Hill**
⢠Walk through **Bisham Woods**, inspiration for The Wind in the Willows
⢠Pass near the **Cliveden Estate** ā famed for grandeur and the Profumo Affair
⢠Cross **Boulters Lock**, once a favourite haunt of Victorian society
⢠Finish in **Maidenhead**, with Brunelās iconic 1835 railway bridge
š„¾ **Hike Description**
We set off from **Cookham** and soon make our way into the enchanting Bisham Woods, once part of the Royal Forest of Windsor. Steeped in history and folklore, these ancient woods were said to be haunted by Lady Hoby and inspired Kenneth Grahameās The Wind in the Willows. Rich in flora and wildlife, they provide a beautiful opening to our walk.
Climbing to **Winter Hill**, we enjoy sweeping views across the Thames Valley before descending to the river. The path then leads us through meadows and marshland, past the ancient burial mounds of **Cock Marsh**, before arriving in the historic heart of Cookham village, famously described by Stanley Spencer as āa village in heaven.ā Here we pause for lunch, with time to explore the charming streets, Spencerās gallery, and Holy Trinity Church where the artist is commemorated, as well as a visit to a traditional pub.
After lunch, we rejoin the **Thames Path**, widely regarded as one of the most photogenic stretches of the river. The route meanders alongside the water, skirting the edge of the grand **Cliveden Estate**, once a ducal residence and later the setting of the notorious 1960s Profumo Affair.
Our hike continues along the river past **Boulters Lock**, a lively boating hub once popular with Victorian high society, before reaching **Maidenhead**. The finale is at Brunelās magnificent **1835 railway bridge**, a pioneering feat of Victorian engineering and a fitting close to a day rich in riverside scenery, history and culture.
š§ **Guide:**
⢠Leader: [BEA](https://www.outdooraholics.co.uk/MeetTheOutdooraholics.pdf)
⢠Contact (hike day only): 07345 241215
š½ļø **Food:**
⢠Bring a packed lunch
⢠Pub visit after the hike (drinks optional)
š**What to Bring**
⢠Hiking boots/shoes
⢠Water (2 litres minimum)
⢠Packed lunch
⢠Waterproofs (jacket and trousers)
⢠Hat and gloves if cold
⢠Train tickets are arranged ā just meet us at the meeting point
ā ļø **Safety**
Your guide is a trained hike leader and Outdoor Activity First Aider
ā **Want to Know More?**
⢠[New to Our Trips?](https://outdooraholics.co.uk/new_to_our_day_hikes.pdf) (perfect for first-timers, answers āwhat to expectā)
⢠[About Us](https://outdooraholics.co.uk/about_us.pdf) (who Outdooraholics are, credibility, history)
⢠[FAQs](https://outdooraholics.co.uk/FAQ.pdf) (covers common queries)
š² **Explore More &** **Stay Connected**
[Day hikes list](https://outdooraholics.co.uk/hikesbygrade.pdf) š£
[Calendar - All trips](https://www.meetup.com/outdooraholics/events/calendar/) š
[Instagram](https://www.instagram.com/outdooraholics/) šø
[Facebook page](https://www.facebook.com/Outdooraholics) & [Photos group](https://www.facebook.com/groups/Outdooraholics)
š **Terms and Conditions**
By signing up or attending you agree to our [Terms and Conditions](https://outdooraholics.co.uk/TermsConditionsOutdooraholicsHikingUK.pdf)
Ā© Outdooraholics Hiking UK Ltd 2026 E & OE
DIY IN A DAY ā DRILLS
**Bookable via our website ā”ļø** [https://www.thegoodlifecentre.co.uk/events/diy-in-a-day-drills-348/](https://www.thegoodlifecentre.co.uk/events/diy-in-a-day-drills-348/)
**āāā**
Learn the basics at this fast-paced but relaxed one-day workshop.
A perfect starter for all those annoying jobs around the house that you feel you should be able to tackleā¦if only you knew how. We know itās frustrating to wait for it to be done and then get charged for it and we understand it can be a bit daunting to head into a wall with a power drill.
Pick up the skills to hang curtains, blinds, and simple shelves on any wall. Learn to drill into wood, brick, tiles, or hollow walls with confidence. We will show you how to judge what is behind the walls before you drill.
An enjoyable ā hands-onā one-day workshop that covers many of the common aspects of basic DIY. If you have just bought your home and have realized it didnāt include a landlord to fix stuff, or just donāt want to rely on someone else, this day is for you. There is plenty of time to practice on several exercises over the day.
The workshop also covers hanging pictures and heavier objects like mirrors, cupboards, and flat-screen TVs. You will learn how to hang a hook, fix a baton, and then a pair of level shelf brackets.
Finish off the day learning how to fit shelves into awkward alcoves ā a handy skill you can use to fit work surfaces too. Learn how to select the correct drill bit, wall fixing, and screw to secure things confidently. The day will also include a chance to fill small and medium holes in wood and walls to prepare your surfaces for painting.
Along the way, we show you how to remove old wall fixings and what to do with the ones you canāt. This a fun fast day with plenty of tools to try and lots of advice on which tools to have in a basic toolkit. If you are thinking of upgrading your drill, you can test all of the ones we use and feel more knowledgeable about what you want to buy.
This course is especially suitable if you are not handy or if you are able, but not that confident, about tackling small but important tasks in your home. We will also suggest how to tell if a task is appropriate for DIY or GSI (Get Someone In).
You will take home a set of skills that will last a lifetime.
All tools and materials included. Perfect for beginners.
South London Tech Community Days: May 2026 Networking
This event is open to anyone who works in or is interested in the tech industry, whether you are a developer, designer, engineer, entrepreneur, student, or hobbyist. You will be able to meet new people, share your experiences, learn from others, and find potential collaborators or mentors.
Attending our events earns you [Continuing Professional Development (CPD) points](https://gcs.civilservice.gov.uk/how-to-get-cpd-points). CPD offers numerous benefits, including skill enhancement, career progression, and up-to-date knowledge. It helps professionals stay competent, advance in their careers, and maintain professional credibility.
We usually start around 2 p.m. at The Crown pub, following the earlier Brunch event. The Crown offers a wide range of alcoholic and non-alcoholic drinks to suit all tastes and pizzas for those who missed the brunch.
It is worth noting that whilst the event is free, the food and drinks aren't. Come thirsty, curious, and ready to have a great time!
AWS London Well-Architected User Group May Meetup!
Hi Architects,
Welcome to our the Fourth AWS London Well-Architected User Group Meetup!!! š„³š„³š„³
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.
Weāll 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 WellāArchitected 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 :-)
LJC Meet-up at Redis
**Please register on [Eventbrite](https://www.eventbrite.co.uk/e/ljc-meet-up-at-redis-tickets-1989301512374) join this event.**
**About this event**
The LJC is delighted to be partnering with our sponsor **Redis** for an exciting meetup!
This will be a wonderful opportunity to learn, network and enjoy great food together.
Huge thanks to our friends at **Redis** for sponsoring this event and supporting our Community.
**Agenda:**
**5:30pm:** Doors open
**6pm:** LJC and Redis intros
**6:10pm:** Samuel Agbede: Designing Production-Ready Multi-Agent Systems with Spring AI
**7pm:** Break & food
**7:30pm:** Leif Ć
strand: UI with Redis and Vaadin using 100% Java
**8:15pm:** Networking
**9pm:** Event finish
**Speaker One:** Samuel Agbede,
**Title:** Designing Production-Ready Multi-Agent Systems with Spring AI
**Synopsis:**
Exploring how Redis can go beyond traditional caching to support semantic caching, intelligent routing, and short-lived application memory in AI-driven Java systems.
**Speaker Bio:**
Software Engineer and Developer Advocate at Redis focused on AI agents and memory systems. Samuel explores how context, retrieval and state shape intelligent behaviour in real-world applications.
**Speaker Two:** Leif Ć
strand
**Title:** UI with Redis and Vaadin using 100% Java
**Synopsis:** Full-stack development can be intimidating, especially when going beyond the typical CRUD. A reactive application with real-time updates requires knowing things like WebSockets on top of the regular frontend stuff. But what if you could build a full-featured full-stack web app using only straightforward Java? No JavaScript, no HTML, no CSS. Just Java.
Join this live coding session to discover how to develop a reactive web app using Spring Boot, Redis and Vaadin. Starting from scratch, we'll cover everything: real-time updates, external services, and a good-looking UI. All in Java.
**Speaker Bio:**
Leif has been working with full-stack web application development in various ways for the past 20 years. Building applications, building frameworks for building applications, and in the last few years mainly working to understand what it takes to build applications. Works at Vaadin in areas related to product management, research, architecture and product development.
This event is organised by [RecWorks](https://recworks.co.uk/ "https://recworks.co.uk/") on behalf of the London Java Community.
The London Java Community is sponsored by Hazelcast, Neo4j, Redis, and Discover
You can see our latest jobs [here](https://recworks.co.uk/java-developer-jobs-london/ "https://recworks.co.uk/java-developer-jobs-london/")
You can see our privacy policy [here](https://recworks.co.uk/privacy-policy/ "https://recworks.co.uk/privacy-policy/")
Continue the conversation at our Slack Group: [https://londonjavacommunity.slack.com](https://londonjavacommunity.slack.com/ "https://londonjavacommunity.slack.com")
Sign up here if you're not a member: [https://bcrw.typeform.com/to/IIyQxd](https://bcrw.typeform.com/to/IIyQxd "https://bcrw.typeform.com/to/IIyQxd")
Advanced Manufacturing & Engineering Events Near You
Connect with your local Advanced Manufacturing & Engineering community
QA or The Highway 2026
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 Masterās 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 PokƩmon 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\.
Origins Game Fair 2026
[https://www.originsgamefair.com/](https://www.originsgamefair.com/)
[https://tabletop.events/conventions/origins-game-fair-2026](https://tabletop.events/conventions/origins-game-fair-2026)
### **Discover the Heart of Tabletop Gaming at Origins Game Fair**
Celebrate over 50 years of gaming, community, and connection at Origins Game Fair 2026, June 17 to 21 in Columbus, Ohio! Since its inception in 1975, Origins has been the premier gathering for gamers, creators, and fans, offering something for everyone - from seasoned veterans to first-time attendees.
Explore exciting events like board and card games, miniatures, roleplaying adventures, LARPs, collectible card games, cosplays, and more. Compete in game tournaments, test your skills in our puzzle competition, and immerse yourself in the Origins Film Festival. Plus, don't miss the massive exhibit hall, filled with the latest games, accessories, and collectibles from top publishers and indie creators alike.
Whether you're here to play, learn, shop, or connect, Origins Game Fair offers a welcoming and inclusive atmosphere for all. Be a part of a community that has fostered friendships, sparked creativity, and built memories for five decades. Get your tickets today and experience the ultimate tabletop gaming event!
### **Important Dates**
**Volunteer Applications Open:** November 28, 2025 - May 15, 2026
**Event Submission Open:** November 14th, 2025 - February 2, 2026
**Volunteer Shift Selection Opens:** February 3, 2025
**Late Event Submission Opens:** February 3, 2026 *There is no guarantee that any events submitted after February 2 will be reviewed or approved.*
**Late Event Submission Closes:** April 5, 2026
**Perk Request Deadline:** April 10, 2026
**Layout Request Deadline:** April 15, 2026
**Event Registration Opens:** April 25, 2026 (1 PM EST)
### **Registration Hours:**
**Self Serve - Scan and Go**
Wednesday - 8am - Midnight
Thursday - 7am - Midnight
Friday - 7am - Midnight
Saturday - 7am - Midnight
Sunday - 7am - 2pm
**Full Service / Materials Pickup**
Wednesday - 8am - 9pm
Thursday - 8am - 8pm
Friday - 8am - 8pm
Saturday - 8am - 6pm
Sunday - 8am - 4pm
**In 2026 you can go to Scan and Go for tickets purchased after you already have your badge just by scanning the barcode on your badge! Less waiting in line!**
### **Exhibit Hall Hours:**
Wednesday - Closed
Thursday - 9am - 10am - Premier Badge Holders
Thursday - 10am - 6pm - All Attendees
Friday - 10am - 6pm - All Attendees
Saturday - 10am - 6pm - All Attendees
Sunday - 10am - 4pm - All Attendees
### **Gaming Hall:**
Wednesday - Noon - 1am
Thursday - 8am - 1am
Friday - 8am - 1am
Saturday - 8am - 1am
Sunday - 8am - 4pm
### **Important Information:**
**Refunds:** There will be a 10% service fee for ALL Refunds; Badges and Tickets.
**Badge Refund Deadline:**. April 15, 2026 No refunds on badges will be processed after this date.
**Event Tickets:** \- will be refunded up to 24 hours before the event starts\. All event ticket refunds will have a 10% service fee\.
Data & Analytics Wednesday - Finding Product Insights
**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 isnāt more data. Itās 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/)ās CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behaviorāmoving people, and moving metrics. Youāll 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)
Beginner and Intermediate Bachata Dance Classes with Todd Smith!
**ā
Bachata Mondays with Todd Smith!**
**š Beginner Bachata Class**
**$15 In Advance / $20 At the Door**
.
7:00 pm ā 7:15 pm ⦠Registration
7:15 pm ā 8:15 pm ⦠Beginner Class
.
**š Intermediate Bachata Class**
**= $15 In Advance / $20 At the Door**
.
8:15 pm ā 8:30 pm Registration
8:30 pm ā 9:30 pm Intermediate Class
.
**š If You Take Both Bachata Classes**
**= $25 In Advance / $35 At the Door**
.
**š Buy Advance Tickets Now at:**
.
https://columbussalsadancing.com/bachata-mondays-dance-class-tickets/
Ensuring Software Quality in the world of AI Developers - Matt Eland
**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
Beginner and Intermediate Salsa Dance Classes with Todd Smith!
**ā
Salsa Wednesdays with Todd Smith!**
**š Beginner Salsa Class**
**$15 In Advance / $20 At the Door**
7:00 pm ā 7:15 pm ⦠Registration
7:15 pm ā 8:15 pm ⦠Beginner Class
**š Intermediate Salsa Class**
**= $15 In Advance / $20 At the Door**
8:15 pm ā 8:30 pm Registration
8:30 pm ā 9:30 pm Intermediate Class
**š If You Take Both Salsa Classes**
**= $25 In Advance / $35 At the Door**
**š Buy Advance Tickets Now at:**
https://columbussalsadancing.com/salsa-wednesdays-dance-class-tickets/
**š Questions? Text Todd @ (614) 774-8146**
Game Dev Meetup (@Improving In-Person)
PLEASE NOTE!!!
This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch.
All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing).
\-\-\-
On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends.
All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here:
[https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams)
(Also please do subscribe if you have not done so!)
No game development experience required!
If you are interested in doing a 20 minute game development related presentation, please fill out our form online here:
[https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1)
Or e-mail us at info@thecogg.com
with the following:
Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact.
Be sure to check out our Discord for real time news updates:
[https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)




















