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Intelligent Transportation Systems Events Today
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AI Ops with DataBricks Part 2
**Stop Experimenting. Start Delivering. Go from Proof-of-Concept to Production.**
We continue with **Part 2** of our **AI Ops with Databricks** series, where we explore how to move from AI experimentation to real, production-scale value.
In this session, **Wynand Jordaan** and **Matthew Thomson** will unpack the practical steps, architecture patterns, and operational best practices for delivering **AI at scale** using Databricks.
We’ll discuss:
* How AI Ops bridges the gap between data science and production systems
* Leveraging Databricks to operationalise machine learning workflows
* Building robust monitoring, observability, and governance for AI models
* Expert heuristics, tips, tricks and rules of thumb for building reliable agentic systems
* Real-world examples of accelerating AI delivery and reducing time-to-value
Whether you’re a data engineer, data scientist, or tech leader looking to scale AI impact, this session will give you actionable insights and a roadmap to production success.
**Speakers**:
* **Wynand Jordaan** – AI & Data Engineering Specialist, passionate about scaling intelligent systems in production.
* **Matthew Thomson, PhD** –Director for Architecture, Consulting and Enablement for UK&I at Databricks, focused on helping customers build and deploy Apache Spark and machine learning models at scale.
Join us to learn, share ideas, and connect with others shaping the future of AI operations.
Game & IoT showcase & talks
**Join us for an evening of games, IoT project and engaging conversations!**
**AGENDA**
**6:00** **pm:** **Open & Networking**
**6:30** **pm:** **Welcome Announcements**
**6:40 pm: Modern Indie Game Development : Case Study** by Felix Li
What began as a focused project to learn the Unity physics engine evolved into a full-scale indie development journey with the creation of Pool 2. This talk explores the process of taking a classic sport and "making it my own" through creative twists, unique stage designs, and experimental variants. I will dive into the technical evolution of the project, including the logic behind coding intelligent AI opponents and the challenges of implementing online multiplayer. To conclude, I will provide an honest retrospective on the game’s reception and the pivotal lessons learned that are now shaping my approach to future projects. Attendees will gain insight into transitioning a technical prototype into a feature-complete game.
**7:20 pm:** **Automating Plant Care with IoT** by Suyash Joshi
Ever wished your plants could take care of themselves while you’re away? In this talk, I’ll introduce *Plant Buddy* \- a fun IoT project built with Arduino\, MQTT and a bunch of sensors that monitor light\, soil moisture\, and water levels in real time\. It can even water the plant automatically when needed\. Think of it as a smart companion that keeps your plant happy and alive\, even when you’re not around\. Simple\, practical\, and a great way to explore IoT hands\-on\.
**8:00 : Live Showcase : Play Games and interest with the IoT Project**
**9:00: Close**
**Speakers:**
**Felix Li** is a product designer and developer who makes small indie games and interactive projects. He studied Innovation Design Engineering at Imperial College London and the Royal College of Art, and has worked across product design, front-end development, and game development. He likes building playful, mechanically interesting things and prototyping ideas quickly.
**Suyash Joshi** is a software developer and evangelist with over a decade of experience in London and the San Francisco Bay Area. He holds Master’s in Game Design from Goldsmiths, University of London & Bachelor’s in Computer Science from the University of Michigan. He currently works at InfluxData and also organizes this meetup community. He also enjoys exploring the intersection of technology with magic.
**Sponsor**: Big thanks to [Ramen Space](https://www.ramenclub.so/ramen-space) for hosting our meetup :)
**Call for Speakers & Sponsors**: Please reach out to the organizer via meetup if interested in speaking / sponsoring at our future event.
North London Badminton Session - Intermediate-Low to Intermediate High Players
Join us for some friendly badminton sessions and we play from 8.00pm to 10.00pm
We have four badminton courts and we play mainly double matches with feather shuttlecocks.
**The session is at Woodhouse College Sports Hall N12 9EY and is for Intermediate-Low to Intermediate High Players.**
**The session fee is £12.00 per player.**
Check our youtube video:
**https://youtu.be/DhrXm6SXDDw**
If you are a complete beginner, new starter or beginner, you will need to attend our sessions with coaching. Do email us at info@barnetmultisportsclub.com
There is free parking at the venue.
London DevOps #99
We're excited to be heading to Civo Tech Junction for our March meetup. We'll have some great talks, detailed below, and drinks and food for everyone. **We are short of volunteers so please get in touch if you can help with logistics on the night**.
**6:00pm - Arrival**
**6:45pm - Introductions**
**7:00pm - The Talks**
**Building Secure CI/CD for Multi‑Cloud: An AWS Builder’s Perspective - Alam Ahmad**
“Shift left on security” sounds simple until you’re juggling AWS and Azure, Terraform templates, and CI/CD pipelines moving faster than you can keep up. In this talk, AWS Community Builder Alam Ahmed shares how he brought practical, automated cloud security to life across multiple cloud environments without slowing delivery.
Through real‑world stories and live demos, Alam shows how to embed policy‑as‑code tools like Checkov and Trivy into GitHub Actions, GitLab CI, and Jenkins pipelines. Expect working examples you can drop into production and see how open‑source tools (Terraform, Prowler, Trivy, and more) can help teams catch misconfigurations before they ship.
You’ll learn how to bridge security patterns between AWS and Azure, apply Security‑as‑Code that actually works, and harness the open‑source ecosystem to move faster while staying compliant.
Alam Ahmed began his career in a Network Operations Center before shifting into cloud security and automation. He’s an AWS Community Builder in Security, a regular meetup speaker (Elastic London, Yorkshire DevOps, Cloud Native London), and an open‑source contributor pursuing opportunities as a Junior Cloud Engineer or Application Support Engineer. His talks connect hands‑on ops experience with actionable security automation for the real world.
**Into the Agentic Mud Fight: Surviving the Shift from Scripts to Vibes - Ivan Pedrazas**
We started with Copilots, then the AI IDEs arrived. Then the Terminal took the spotlight with Claude Code, which was nice... until the OpenClaw landed, and now we're knee deep in an "Agentic Mud Fight", and the DevOps community is caught in the crossfire.
While AI Agents promise a future of self-healing infrastructure and autonomous deployments, they introduce a radical paradigm shift. We are moving from deterministic, script-based automation to probabilistic, goal-oriented autonomy. DevOps was built on the comfort of "if this, then that," but Agents operate on the principle of "this is likely the best next step." Suddenly, we’re wondering if an ever-mutating pipeline is actually the way to go (or just a very fast way to break things).
In this light-hearted journey through the trenches, we’ll look at the three pillars of our new daily reality: security, observability and reliability.
With two decades of experience in distributed systems, Ivan Pedrazas has spent the last year at the forefront of the AI evolution. He is currently building the next generation of developer tooling, integrating AI agents and MCP servers to create seamless workflows between LLMs and (non-deterministic) production environments.
**Participate in a future Meetup**
If you'd like to speak at a future meetup, or if you are able to host or sponsor the event, please fill in this [form](https://docs.google.com/forms/d/1FYGHEWTeBb5vVztGGg2YoUJmKR03o9mZaFIghf6vjzo/viewform?edit_requested=true) and we'll get back to you.
London deep tech social inaugural event
This is the first informal gathering of London Deep Tech Social.
A small group of people working on or thinking about frontier tech AI, fintech, robotics, quantum, and other serious systems — meeting for drinks and conversation.
Just a chance to meet others building in deep tech and see if there’s appetite to grow this into something meaningful.
We’re keeping the first one small (around 15 people).
If you're working on serious technology and want thoughtful conversation, come along!
🕹️ Vibe Coding Games w/ BeyondPlay 🕹️
**Details 🚀**
This meetup is a **vibe coding jam** where we use [BeyondPlay](https://www.beyondplay.xyz/) to turn ideas into playable games! Whether you’re an experienced vibe coder or have never written a line of code, you’ll fit right in.
You can use [BeyondPlay](https://www.beyondplay.xyz/) or any AI tools you like. Let's see what we can build together before the last order 🍻
**Format 🛠️**
We’ll be teaming up in small groups (3–4 people). Everyone gets the game challenges, and then it’s heads-down building with your teammates. The goal is to **vibe, learn from each other, and see where the collaboration takes us.**
**New to vibe coding? ✨**
No worries! We begin with a simple starter guide with example prompts and tips so even total beginners can dive in without stress.
***
**Schedule 🕒**
*(Doors open early so we can settle in — aim to arrive by 6:50 PM so we can kick off on time)*
* **7:00** – Presentation
* **7:25** – Assignment + team formation 🤝
* **7:30** – **Round 1:** Build together 💻
* **8:15** – Break (grab a drink, swap ideas, hang out) 🍺
* **8:30** – **Round 2:** Keep building 🏗️
* **9:00** – Optional demos 📺
* **9:15** – Hang out, network, make friends ✌️
***
**Who is it for?**
**Anyone!** Curious coders, tinkerers, designers, artists, entrepreneurs, and anyone who wants to explore AI-powered creativity in a fun, social pub setting.
**What to bring:**
* **Laptop!** 💻
* **Vibes** ⚡
👉 **No pressure, no gatekeeping.**
Just good people, fun ideas, and some fast-paced collaborative building.
\-\-\-
Disclaimer: By signing up, you consent to the collection and sharing of your name, email address, photos, videos, and software, unless you explicitly opt out by informing the organizers.
Intelligent Transportation Systems Events This Week
Discover what is happening in the next few days
Meetup #2
Thank you to everyone who has joined the Agentic community so far and thank you to those who attended the launch event in January!
Its exciting times as we now gear up for the 2nd meet up of the year once again hosted by the wonderful team over at Vorboss LTD! We have a stellar line up for you again so please RSVP and join us on 1st April!
**Odhran O'Donoghue \| Co\-Founder & CTO @ Magentic**
**Making AI with Enterprise-level Reliability**
Making AI work in critical business use cases requires superhuman-level reliability. Achieving this with AI is non-trivial, and even advanced developers can find themselves chasing the wrong paths to success. This talk covers how to build genuinely reliable generative AI to meet the needs of the world's largest customers, drawing from learnings on real-world deployments covering billions of dollars in spend.
Odhran O'Donoghue is CTO of Magentic, the AI agent platform for the world’s supply chains. The company is backed by Sequoia Capital, used across a range of Fortune 500 manufacturers. Odhran has previously worked with OpenAI and NASA, and led research at the Francis Crick Institute - Europe’s largest scientific centre.
**Anastasia Kundush \| Head of Product @ Alpic**
**Beyond the Chatbot: rethinking user flows in the agentic era.**
Imagine apps that live directly inside ChatGPT or Claude. Instead of clicking buttons, you interact with agentic interfaces. We'll examine novel use cases where models seamlessly adopt complex roles and merge interactive visualizations with conversational insights. You'll learn how to design for this new paradigm and what doesn't work.
Alpic provides the infrastructure and tools to turn your product into an AI-native experience. Our all-in-one MCP hosting platform offers easy one-click deployment, as well as MCP-specific evaluation, analytics, authentication, transport and security.
A huge thank you to Odhran and the team at Magentic for sponsoring pizzas and also a big thank you once again to Vorboss for hosting and supplying drinks for all attendees on the night :)
(Online) Build Your Own AI Mentor Agent with Python
Build Your Own AI Mentor Agent with Python
AI agents are quickly becoming one of the most exciting applications of modern AI. Instead of just responding to prompts, agents can remember information, use tools, and take actions autonomously.
In this hands-on online workshop, we’ll build a **personal growth mentor agent** powered by modern AI technologies including **DeepSeek, LangChain, MongoDB, Flask, and Telegram**.
By the end of the session, you'll understand how to create an AI agent that can **store reflections, track personal growth, and interact with users through Telegram**.
This session is based on a real open-source project where the AI mentor can:
* Record reflections and journal entries
* Track incidents and lessons learned
* Store reminders and milestones
* Review weekly progress
* Send proactive messages to users
**What You'll Learn**
• How AI agents work in practice
• How to build an agent using **LangChain tools**
• How to connect an AI model (DeepSeek) to external tools
• How to persist memory using **MongoDB**
• How to serve your AI agent with **Flask**
• How to connect the agent to **Telegram** for real-world interaction
**Live Demo Features**
During the workshop we will demonstrate an AI mentor that can:
* Save journal reflections
* Log mistakes and lessons learned
* Track personal growth milestones
* Retrieve weekly summaries
* Send proactive scheduled messages
**Tech Stack**
Python
LangChain
DeepSeek API
MongoDB
Flask
Telegram Bot API
**Agenda (90 minutes)**
Introduction to AI Agents (10 min)
Architecture of the Mentor Agent (15 min)
Live Demo: Building the Agent Core with LangChain (30 min)
Connecting Tools & Memory (MongoDB) (15 min)
Deploying the Agent & Telegram Integration (10 min)
Q&A and Discussion (10 min)
**Who Should Attend**
Developers curious about AI agents
Python developers exploring AI tools
Anyone interested in automation and personal productivity tools
Students learning modern AI development
**Requirements**
Basic Python knowledge
Interest in AI and automation
(Optional) A Telegram account if you want to try the bot later
**Format**
Online workshop (live demo + walkthrough)
Join us to learn how modern AI agents are built and leave with a clear understanding of how to create your own intelligent assistant.
DevOps Society London Event #2 2026
Welcome to our second London meetup of 2026, where we discuss Gen AI and Kubernetes! Details below:
**Location:** Civo Tech Junction, First Floor, 32-37 Cowper St, London EC2A 4AW
**Time:** Doors open at 6PM
**Drinks, snacks, talks, and networking.**
We’re excited to invite you to our second in-person **DevOps Society Meetup** of 2026, proudly **sponsored by Cast AI**.
This event is focussed around Gen AI and Kubernetes, with two really exciting speakers lined up for this one in Carly and Kunal.
Format of the Meetup:
6:00pm – 6:30pm — Networking on arrival, with food and drinks provided by CastAI
6:30pm – 7:10pm — First speaker + Q&A
7:10pm – 7:20pm — Break for refreshments and networking
7:20pm – 8:00pm — Second speaker + Q&A
8:00pm onwards — More networking at the venue, then at a nearby pub.
*Timings can vary slightly depending on Q&A.*
We’re excited to welcome everyone to our next DevOps Society London meetup, where we’ll be diving into two incredibly relevant topics in modern infrastructure: observing GenAI applications in production and optimising Kubernetes clusters.
We’ll be joined by two brilliant speakers from the ecosystem who are working at the forefront of developer tooling and cloud infrastructure.
As always, expect a relaxed evening of technical learning, discussion, and networking with fellow engineers from across the London tech community.
***
## 🎤 Speaker 1 - Carly Richmond
**Developer Advocate Lead @ Elastic**
### Observing AI Applications with OpenLit and OpenTelemetry
Observability is the ability to measure the current state of a system. With the rapid emergence of LLMs and GenAI applications moving into production, teams now need deeper insight into how these systems behave in real-world environments.
In this talk, Carly will explore best practices for observing production AI applications, covering how engineers can capture logs, traces, and metrics to better understand how LLMs interact within their application ecosystem.
She’ll walk through a real example of instrumenting an AI agent application written in TypeScript, using OpenLit to generate OpenTelemetry signals. The session will show the types of telemetry data teams can capture to identify usage patterns, detect errors, and troubleshoot issues commonly seen in production GenAI applications.
### About Carly
Carly Richmond is Developer Advocate Lead at Elastic, based in London. She’s a UI developer who also writes backend services, a keynote speaker, and a tech writer who is passionate about helping developers build better systems.
Outside of tech, Carly enjoys cooking, photography, drinking tea, and chasing after her young son.
***
## 🎤 Speaker 2 - Kunal Kushwaha
**Senior Developer Advocate @ CAST AI**
### Optimizing Kubernetes and Unlocking Blockers with Container Live Migration
Kubernetes promises automation, yet most clusters run at around **10% CPU utilisation**, leaving large amounts of infrastructure sitting idle.
With endless instance types, constantly shifting prices, and the complexity of modern workloads, maintaining efficient clusters can quickly become a full-time job.
In this talk, Kunal explores the real-world challenges teams face when running Kubernetes in production. He’ll cover where Kubernetes automation works well, where it falls short, and why optimisation remains difficult for many teams.
Topics include:
* Why most Kubernetes clusters are underutilised
* The realities of autoscaling in production environments
* Challenges around instance types and Spot capacity
* Common mistakes teams make with HPA and VPA
Once these challenges are laid out, Kunal introduces Container Live Migration as a way to overcome some of these long-standing blockers.
To bring the concept to life, he’ll run a live technical demo where Pods running a small video game are migrated across nodes in real time, while the audience participates. The game continues running without downtime, demonstrating how live migration can improve cluster efficiency without disrupting workloads.
Please register below to secure your spot. Spaces are limited and available on a first-come, first-served basis.
We’re really looking forward to getting the community back together again for our first event of 2026.
[Our slack community](https://join.slack.com/t/devopssociety/shared_invite/zt-3mswuylw7-MhJg1IZ70rX_GpJTluG2Cw) \- join in and introduce yourself\!
[Our Youtube Channel ](https://www.youtube.com/@DevOpsSociety)for regular podcasts with DevOps professionals + more DevOps content.
[Website](https://thedevopsociety.com/)
[To partner with us](https://thedevopsociety.com/partnerships)
CAST AI website - https://cast.ai/
Thanks!
From the DevOps Society team [Ben](https://www.linkedin.com/in/benwhitmarsh/) and [Vytas](https://www.linkedin.com/in/vytasdevops/)
The Portobello Life Drawing Academy Meetup
This drop in class has been running since 1997. All levels welcome
Join us for 3 hours life drawing.
Bring your own materials and explore drawing the figure.
Pay at the class.
Tea & Coffee supplied for a Tea Break
Cloud Native London, April 2026
Hi folks!
Welcome to our April Cloud Native London meetup! Join us to hear from our three great speakers and network with your fellow techies over pizza and drinks, or alternatively chat and following along on Youtube or LinkedIn!
6:00 Pizza and drinks
6:30 Welcome
6:45 From "Trust Then Verify" to "Verify Then Trust": Securing the AI-Accelerated Software Supply Chain (Meghan McGowan, Cloudsmith)
7:15 Keeping Up: Testing in the Age of AI and Cloud-Native (Ole Lensmar, Testkube)
7:45 Wrap up
See you there!
Cheryl (@oicheryl)
**From "Trust Then Verify" to "Verify Then Trust": Securing the AI-Accelerated Software Supply Chain (Meghan McGowan, Cloudsmith)**
With AI accelerating code generation and GitOps driving continuous deployments, testing is under more pressure than ever to keep up.
Ole will take a step back to see what’s driving the evolution of testing as adoption of Cloud Native technologies and AI for code generation attempts to drive velocity through the roof. How can engineering and platform teams deliver on the need for continuous testing as a scalable approach to quality assurance across the enterprise? And how can DevOps teams leverage AI in testing pipelines for root-cause analysis, automated remediation and intelligent test scheduling - to help push the AI-infused velocity of their dev teams all the way into production?
*Ole started building with XML APIs in the late 90:ies and has since then worked with multiple technologies and startups, most notably as creator of SoapUI in 2004 and Chairman of the Swagger / OpenAPI Initiative in 2015. He joined Testkube at its inception in 2021 and is now entirely focused on ensuring its success at bringing continuous testing to the cloud-native space. When not at his laptop he can be found playing a guitar or riding a bike, but rarely both at the same time.*
**Keeping Up: Testing in the Age of AI and Cloud-Native (Ole Lensmar, Testkube)**
AI has made software teams faster than ever, but it's also quietly outpacing the security and infrastructure built to support them. Drawing on findings from Cloudsmith's 2026 Artifact Management Report, a survey of 505 engineering practitioners across technology, finance, healthcare, and retail, this session examines the compounding challenges that come with near-universal AI code adoption: expanded attack surfaces, hallucinated dependencies, fragmented AI model governance, and the growing operational tax of manual security remediation on top of aging infrastructure.
The session moves from data to diagnosis to direction, challenging teams to rethink a foundational assumption — that you can trust code first and verify it later. At AI scale, that posture is no longer safe. Attendees will leave with a clear picture of where the industry's most critical gaps are, how their peers are investing in 2026, and three concrete questions they can bring back to their own teams to identify where to act first.
*Meghan McGowan is Principal Product Marketing Manager at Cloudsmith. Before joining Cloudsmith, Meghan spent nearly a decade in the cybersecurity industry focused on security integrations and automation, helping teams operationalize tooling that actually fits their workflows.*
*Based in London, she also worked closely on how threat intelligence can be applied to meet specific regulatory requirements, particularly NIS2 and DORA, giving her a grounded understanding of both the technical and compliance dimensions of modern software security.*
*About Cloudsmith: Cloudsmith is a fully managed, cloud-native artifact management platform that gives engineering teams a single, secure source of truth for all their software artifacts: packages, containers, binaries, and AI/ML models. Built for the scale and speed of modern software delivery, Cloudsmith provides universal repository support, automated security scanning, and policy enforcement at ingestion needed to meet today's compliance requirements.*
*[https://www.linkedin.com/in/meghan-mcgowan-4b6bb81b/](https://www.linkedin.com/in/meghan-mcgowan-4b6bb81b/)*
***Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.***
3D London | 3D Networking Community
Its Springtime, and the gardens and landscape are bursting into life!
To celebrate this in our digital world, 3D London has partnered with ITOOSOFT, the makers of ForestPack, to bring you an evening of 3D horticultural inspiration.
**Headline Presentations**
* **Paul Roberts**, Training and Content Manager - ITOOSOFT
"The Craft of Parametric Thinking"
https://www.itoosoft.com/
* **Karen Gazzard**, The Ruby Cube.
"How I have taken the skills learnt in arch-vis and applied them to a different industry - visualisation for ecology."
https://therubycube.com/
**First-time Presentation**
**Alesandros Vounatsos** \- Alvo Headquarters Production Company
"Presenting his short film, produced in Blender".
https://www.linkedin.com/in/alexandros-vounatsos-aa3b3175/
The ITOO team kindly sponsored April's meetup. Thank you!
Thanks to our sponsors for supporting our monthly meetups.
**[SiNi Software](https://www.sinisoftware.com/)** , **[Chaos](https://www.chaos.com/) , [ITOOSOFT](https://www.itoosoft.com/) , [NTI](https://www.nti-group.com/uk/) , [Heata](https://www.heata.co/)**
#3dlondon #monthlymeetup
FREE 🤖build your first ai app (from zero)🤖
**FREE - Build an App Using AI**
**beginner-friendly workshop · no coding experience needed**
(for complete beginners to experts)
**build a working app in under 2 hours using ai & chatgpt**
bring your laptop and we’ll build step by step from scratch
*stop thinking about AI and start making something*
**what this is**
a hands-on ai app-building workshop
**the vibe**
practical, beginner-friendly, collaborative
**what’s included**
guided build session
help throughout
something working by the end
**who this is for**
people who are curious about ai but don’t know where to start
**how it works**
arrive, follow along, build together, ask questions
**abdullah tahir (your instructor)**
masters in ai + professional data scientist & comedian
loves building with people
specialist in making technical ideas feel approachable and fun
**location**
central london venue with access to food & drink
to be confirmed, depending on attendee numbers
will be sent after payment, 24+ hours prior to workshop
**why this one matters**
you leave with something real, not just ideas
**final note**
no coding experience needed
see you there 💻
p.s. by attending, you agree to our [event terms & conditions](https://docs.google.com/document/u/2/d/e/2PACX-1vS3p3ZAhIoCyq3kHFEliu2NCaT8iHfz5E_nUxcUTr7rsDufU7x5BNB_Ta2BWqtTYX72rEAjBG2nOcze/pub)
Intelligent Transportation Systems Events Near You
Connect with your local Intelligent Transportation Systems community
Central Ohio Radio Enthusiasts - WiFi HaLow: Introduction and Practical Use
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected.
This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**.
Details are are [core.radio](https://core.radio).
CBusData: The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again.
We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all.
Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.
IxDA Chat ‘n Pancakes
Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty.
Join the local UX and Digital Design community for a casual monthly breakfast.
Look for us upstairs!
Data & Analytics Wednesday - The Data-Driven Brand
**The Data-Driven Brand: Using Analytics to Shape Perception**
Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory.
For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy.
She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps).
Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way.
**About Our Speaker**
Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers.
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)
Contra dance with Big Scioty April 11 - Clinton Heights Lutheran church
**Caller: Kim Thompson**
**Band: Full Moon Country Dance Orchestra**
**Clinton Heights Lutheran Church**
**15 Clinton Heights Ave, Columbus, OH 43202**
WHAT IS CONTRA DANCING? Picture the Grand Ball scenes like you’ve seen in period films such as “Pride and Prejudice”, where the dancers are lined up in long lines, across from each other. That’s English Country Dancing, the predecessor of contra dancing. Now, add moves like “swing your partner” and “do-si-do,” like you’ve seen in square dancing. Set it to fabulous, high energy, live music with fiddles, guitars, percussion and more, alá “Riverdance.” Finally, set the whole scene down in the middle of Woodstock, with a hip, groovy atmosphere, a bit of tie-dye, and hints of counter-culture attitude. THAT’s Contra Dancing!
Wear cool and comfortable clothes (you will get warm) and clean shoes that won't mark up our nice wood floor.
Be sure to come for the beginner's lesson from 7:30 - 8:00, followed by dancing 8:00 - 10:30. All dances are taught; we will help you learn! Beginners always welcome, no need to bring a partner.
Cost is $10.00 adults, $5.00 ages 12-26. Under 12 free. Free parking in church lot.
For more information contact me or check out our website: [www.bigscioty.com](http://www.bigscioty.com/)
Please bring your own refillable water bottle.
NFT AI ART Columbus
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
Columbus Arduino Raspberry Pi Enthusiasts (CARPE) (Check Location)
Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration!
This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired.
**New to electronics or curious about tinkering?**
You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building.
While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.





















