Engineering Leadership
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Frequently Asked Questions
Yes! Check out engineering leadership events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the engineering leadership events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Engineering Leadership Events Today
Join in-person Engineering Leadership events happening right now
Public Speaking with the Data Science Speakers Club | HYBRID Meeting
The Data Science Speakers Club is a Toastmasters International club enabling the current and next generation of Data Scientists to improve their Public Speaking Skills.
This is a HYBRID Meeting!
So join us Online via ZOOM or In-Person.
Joining the Data Science Speakers Club means joining a supportive environment to build your confidence in public speaking and to practice speaking in front of an audience. You will also gain the opportunity to receive feedback on your speeches in a friendly environment, including what you have done well and guidance on the areas you can improve upon. We also run a mentorship program where an experienced mentor supports you on your public speaking journey.
Meeting Theme: **TBC**
Tentative Schedule:
18:30 - President's welcome
18:40 - Prepared Speeches (3 prepared speeches with evaluation)
19:25 - Guest introduction
19:30 - Break
19:40 - Table Topic
20:30 - Wrap up, awards, announcements
End of Meeting
The theme is to do with exploring various aspects of power, including how it is distributed, challenged, and transformed in different contexts.
In the first part, there will be speeches.
In the second half, we will have impromptu speeches preparation in groups called Table topics where guests can participate.
We meet on the 1st, 3rd, and 5th Mondays of each month from 6:30 pm online. Each meeting is a mixture of prepared speeches by our members, speaking roles, and impromptu speaking challenges by members and guests. Our meetings are free to attend and you only have to speak if you want to. For in-person attendance, snacks will be provided.
Entrepreneurs, Innovators, and Mathematical and Logical Thinkers aiming to focus on their communication and leadership development are always welcome to attend our meetings, to increase their self-confidence, become better speakers, and become better leaders.
TEAMS LINK: [https://teams.microsoft.com/meet/382345239116121?p=cuLtNaK8UsjrLbnexq](https://www.google.com/url?q=https://teams.microsoft.com/meet/382345239116121?p%3DcuLtNaK8UsjrLbnexq&sa=D&source=calendar&usd=2&usg=AOvVaw1h_-J2X3xLknX4gfg-Hy0V)
FACEBOOK: [https://www.facebook.com/datasciencespk/](https://www.facebook.com/datasciencespk/)
LINKEDIN: [https://www.linkedin.com/company/data-science-speakers-club](https://www.linkedin.com/company/data-science-speakers-club)
TWITTER: [https://twitter.com/datasciencespk](https://twitter.com/datasciencespk)
INSTAGRAM: [https://www.instagram.com/datasciencespk/](https://www.instagram.com/datasciencespk/)
Globe English Conversation Café – In Person
Our next English Conversation Café will be on **Monday 6 July 2026 at** **7:30pm**!
Topic for the evening: To be confirmed
You will have an opportunity to practice your English and meet new people, through conversation topics and games. This event is mainly for learners of English, so we kindly ask native speakers to give priority to others.
The venue is **downstairs** in Costa Coffee, 3 Southwark St, London SE1 1RQ which is a 1 minute walk from London Bridge Station.
This is a **free** event, you will not be expected to pay for anything. You will also be able to have a free drink and cake.
The café is run by a group of volunteers from [The Globe Church](https://www.globe.church).
Please sign up if you would like to attend. If you have any questions please ask us using Meetup. Numbers are limited so please only sign up if you are going to come and change your response if you can no longer come.
Look forward to seeing you soon 😊
Our Commitment to One Another:
* Together, we commit to fostering a respectful, collaborative and caring environment in which everyone can participate meaningfully and feel valued.
* Show respect for yourself, others and the shared space.
* Value and respect our shared time by arriving on time and being as present as possible during sessions.
* Be present and listen actively, allowing space for different communication styles and experiences.
Public Speaking Practice - A Friendly and Supportive Group
Build confidence through practical speaking practice in a friendly and supportive group, with a two-time TEDx speaker
**Public Speaking Practice - A Friendly and Supportive Group**
Do you want to feel more comfortable speaking up — at work or in everyday situations — without pressure or judgement?
This session offers **practical public speaking practice in a friendly, supportive group**, where confidence is built gradually through experience, not performance.
**What Happens in the Session**
This is a practical and hands-on session where you’ll be invited to:
* Take part in short, low-pressure speaking activities
* Practice sharing ideas in a calm, supportive environment
* Learn effective techniques to help you speak with more clarity and ease
* Receive optional, supportive feedback to develop your public speaking skillset
You choose your level of participation — many people start quietly and grow from there.
**Who This Is For**
This session is ideal if you want to:
* Grow confidence speaking in meetings or groups
* Strengthen your speaking skills through practice and application
* Reduce nerves and self-doubt over time
* Communicate more clearly and authentically
All levels are welcome — from nervous beginners to experienced speakers who want to stay sharp.
**Discover & practice techniques TODAY and apply them TOMORROW!**
**Why Regular Practice Matters**
Public speaking is a skill – and skills need practice. Your ‘voice’ gets stronger every time you use it.
These sessions offer a safe space to keep your skills sharp, focused and ready, so that speaking up when it matters feels natural to you.
**What others are saying**
* Ben - “Hi David, what a great session. You're a talented facilitator. Can't wait for the next session”
* Hugh - “Thanks very much again David. Much to take forward from your incredibly useful session!”
* Regular attendee - “Hi David, Thank you for your positive feedback. I love your classes and always come out feeling optimistic about the world and myself. Thank you!
**Frequently asked questions**
**Do I need public speaking experience to attend?**
* No. This session is suitable for all levels. Many people attend to build confidence gradually, and you’re always free to take part at your own pace.
**What kind of feedback will I receive?**
* Feedback is optional, supportive, and developmental. The focus is on encouragement and helping you grow in confidence, not criticism.
**English isn’t my first language — can I still attend?**
* Yes. These sessions are open to everyone who wants to grow their speaking skills. Speaking English as an additional language is not a barrier to attending, and many people find this a supportive space to practice speaking with confidence at their own pace.
**Session Format**
* Introduction to practical and effective public speaking techniques
* Short, fun speaking activities
* Supportive group practice
* Optional feedback and reflection
**Meet Your Facilitator**
David is a two-time TEDx speaker and empowers individuals to build their confidence, find their voice and share their message - to connect, inspire, and lead.
**Practical Information**
Please arrive a few minutes early to get settled before we begin.
Location details are included in the Meetup event page.
**Here's David delivering his keynote speech at TEDx:** [https://youtu.be/6Xpr88Iaa00](https://youtu.be/6Xpr88Iaa00)
Free in-person English classes in London
Come and join us every week day from 12.45pm - 2.45pm.
Classes for levels elementary to upper-intermediate (A1+ - B2+)
Improve your fluency, listening and reading comprehension, grammar and vocabulary with our friendly classes.
No payment needed - the classes are **completely free** because the teachers are training with a University of Cambridge accredited program.
Join us at 24 Great Chapel St, London, W1F 8FS
Take the level test in advance for more information about classes for your level (link to the level test: https://forms.gle/mn3hqUgo3BRLyAUi7) and wait for up to one business day for more information.
OR
Come 15 minutes early on your first day to do a quick speaking test and find your classroom.
See you soon!
The SAFO Music Group Networking Evening
SAFO Music Group hosts monthly Networking Evenings on the first Monday of every month. This is an amazing opportunity for artists and music industry professionals to build their network of contacts as well as learn invaluable industry advice.
SAFO Music Group HQ is based in Crouch Hill, London and our team have worked with the likes of Sam Smith, Pixie Lott, The 1975, Becky Hill, Samantha Harvey, Ella Eyre and many more.
Our meet up groups run from 18:00 - 21:00 and entry is completely free. Part of the evening includes speed listening sessions where artists and producers will have the opportunity to play one song (USB, Phone or Weblinks) to gain some valuable feedback.
Do check out our video so you get a little taste of the evening:
https://youtu.be/1CzfgY78CXQ
We'll look forward to meeting you soon!
The SAFO Music Group
www.safomusicgroup.com
0207 683 3333
June - Aug 2026 - London Evening In-Person Free English Classes
**Hello there!**
Our Face-to-Face Evening Classes are back this June - August in London!
Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person classes**? We’ve got you covered!
Here at **Stafford House,** our teachers-in-training are gaining hands-on experience by teaching enthusiastic English learners. Each lesson is interactive and fun, with plenty of opportunities to practise speaking, meet other learners, and improve your English along the way.
We also offer **free online English classes**. Check out our other events for more information!
Please see the **updated** details below!
🕑 **When:** From **15th June - 19th Aug (12 weeks)**
➡️**Mondays & Wednesdays** 6:30 p.m. – 8:30 p.m.
📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station)
📚 **Level: Both levels available**
**\- Pre\-Intermediate \(A2\-B1\) \- Mondays**
**\- Upper\-Intermediate \(B2\) \- Wednesdays**
Spaces are limited and allocated on a first-come, first-served basis.
Please arrive **15- 30 minutes early** to secure your spot. We will ask for your name and email upon arrival.
*Please note⚠️ confirming attendance on Meetup does not guarantee a place in the classroom.*
**Please note that class times or dates may occasionally change due to the nature of the course. If this happens, we will inform you by email.**
We look forward to seeing you all very soon!
Got Questions? send us an email at [[[[teachertraining@staffordhouse.com](mailto:teachertraining@staffordhouse.com)]
AI Coding Summit - See how AI transforms software development
🚀AI Coding Summit 2026 is here - and it's the go-to event for developers who want to stay ahead of AI-powered development.
📍 Live in London
💻 Still fully online
🗓 July 6-7, 2026
**🚨Important! To secure your spot, make sure to get your ticket through this [LINK](https://aicodingsummit.com/)**
**What's on the agenda?**
‣ Developer Workflows & CI/CD
‣ AI Agentic Programming & Orchestration
‣ AI-Assisted Testing & QA
‣ Smart Vibe Coding & Project Kickoff
‣ Debugging, Refactoring & Best Practices
🎟 Check it out: [https://aicodingsummit.com](https://aicodingsummit.com/)
Engineering Leadership Events This Week
Discover what is happening in the next few days
London Analytics Engineering Meetup #25
🎉 **Event #25 – The Analytics Engineering Meet-up** 🎉
The London Analytics Engineering Meet-up - Hosted by Wise!
**Speakers:**
Emanuela Ciotti - Head of Enterprise @ Compare the Market
2nd speaker TBC
📅 **RSVP opens 15th June** (3.5 weeks before the event). This event will be **over-subscribed**, so set a 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.
We are always looking to improve the event and get new ideas for talks, if you could please fill out a [feedback form](https://cognifysearch.com/the-london-analytics-engineering-meet-up-feedback-form/), this will help us continue to improve!
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 **Analytics Engineering Meet-up** is organised by [Cognify](cognifysearch.com) — a specialist recruitment partner for teams working across the modern data stack, machine learning & AI.
If you’re looking to hire top data talent or exploring your next move in data, feel free to reach out to the Cognify team — we’re always happy to help and chat through the market.
Our sponsor is [Omni](Omni.co), an AI-powered BI platform that helps people use data to do their best work. Whether users prefer AI, Excel, point-and-click exploration, or SQL, Omni enables fast, trusted answers from a governed semantic model.
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) [Youtube](https://www.youtube.com/@CognifySearch) or [Apple Podcast](https://podcasts.apple.com/us/podcast/the-stacked-data-podcast/id1700301417)
Your feedback is so valuable to us, we'd love to hear from you to help us continue to improve, [Feedback Form here](https://cognifysearch.com/the-london-analytics-engineering-meet-up-feedback-form/)
**No-Show Policy**:
* If you miss **2 consecutive events** or **2 out of 3 events**, you wont be able to attend the next event. We hope you understand this is to keep things fair for venues and other attendees.
The Product Group London July 2026
Note: We’re moving to **Tuesday** for one month only!
For **July 2026**, we’re switching up our routine to **Tuesday 7th** – come along and join use for an evening of learning, sharing and networking at **The Product Group London**.
**Topic of the Night: AI Productivity Tools & Product Management**
AI is now a part of most workstacks, so how do you use them to maxmise your effectiveness without suffering tool fatigue? We’ll explore the tools and how they are changing the work and product role; integrating AI into your workflow from strategy to discovery and delivery; how to separate the marketing hype from the genuine utility; the AI skills to develop and keep on top of, and more.
**Featured Guest: Jonathan Hassell, CEO & Founder, Hassell Inclusion**
Jonathan leads Hassell Inclusion’s team of accessibility experts providing strategic accessibility transformation services to organisations worldwide.
With over 25 years’ experience, he is one of the world's top digital usability & accessibility thought leaders. He has written the International accessibility Standard ISO 30071-1 and 2 best-selling books on the Standard.
In 2026, his focus is on how to ensure opportunities in the transition to AI-created and AI-based products also reach 100% of the audiences who can benefit from them.
**About The Product Group London**
The Product Group London is a monthly meetup designed to bring product people of all levels together for topical discussions, as a group and with our guest speakers.
With attendees from startups to large enterprises, there is no shortage of opportunities to network and make new connections. And whilst the focus is on product management, we welcome product designers and engineers to join for some friendly and lively discussions.
**A word about our sponsor and host, BrainStation**
[BrainStation](https://brainstation.io/london) is a global leader in digital skills training, empowering businesses and brands to succeed in the digital age.
Established in 2012, BrainStation has worked with over 500 instructors from the most innovative companies, developing cutting-edge, real-world digital education that has empowered professionals and some of the largest corporations in the world.
Free* English conversation class at International café
Discover the World at International Cafe!
We are a group of Christian volunteers set out to create a friendly community that welcomes everyone! Come and practice speaking English with our English speaking volunteers. You will learn more about British culture and discuss life with NEW topics each week. We also include a Bible story at the end of our sessions.
At International Cafe, we start our meet up with Tea & Coffee and continue in engaging conversations. Each week, we'll look at NEW topics about British culture and history, so you can learn and socialize.
Best of all, it's a free event and open to everyone!
So mark your calendars:
🕕 Time: **Sunday at 2:30 PM**
📍 Address: ECIR OEA, Inspire at St James
Questions? Text Organiser at 07708228436.
Architecting the Future: An Evening of High-Stakes AI Engineering
**Welcome to DSF Sandbox Sessions!**
Top tech talks and masterclasses from the best in the industry. Every month, and completely free. The catch? There isn’t one. Just a monthly dose of epic content to power up your data passion!
⭐️ **Event:** Architecting the Future: An Evening of High-Stakes AI Engineering
📆 **Date:** Thursday 9th July 2026
⏰ **Time:** 6:00 – 9:00 PM BST
**📍 Location:** London, UK
**🎟️ [CLICK HERE TO ENTER THE BALLOT!](https://datasciencefestival.com/session/faculty-sandbox-session/) 🎟️**
**💡 About the event:**
The “Chatbot” era of AI is over. For technologists in Financial Services, the real challenge is not writing a prompt. It is orchestration, security at scale, and integrating AI into complex, business-critical systems.
Join Faculty and the Data Science Festival for our final in-person meetup before the summer break. This evening is designed specifically for practitioners building production AI systems and navigating the realities of deploying GenAI in regulated environments.
We are stripping away the hype and taking a practical look at the architectural challenges, lessons learned, and engineering decisions involved in moving AI from proof of concept to production. Through two technical talks and a panel discussion, we will explore how organisations are building secure, scalable, and reliable AI systems that can operate in the real world. We will explore topics include retrieval systems, LLM orchestration, and agentic AI in enterprise environments.
No fluff. No “AI will change the world” introductions. Just senior practitioners, technical discussions, real-world architecture challenges, and a few drinks to facilitate the “how did you actually solve that?” conversations.
Food, drinks, and networking with fellow practitioners will be available throughout the evening.
**Who is this for?**
This event is curated for Senior and Lead Machine Learning Engineers, Software Engineers, DevOps Engineers, Data Architects, and Applied Scientists.
While many examples come from Financial Services and Insurance, the architectural patterns and engineering lessons will be relevant to anyone building production AI systems at scale.
**Talk 1: Scaling the Haystack: The engineering reality of processing thousands of sensitive documents for retrieval**
[Brandon Lim](https://www.linkedin.com/in/brandonchinwoeilim/), Senior ML Engineer @ Faculty
Most document processing pipelines look straightforward until you throw thousands of real-world files at them. Inconsistent formats, sensitive data, access controls, and scale all expose the gaps that prototype pipelines paper over. This talk covers the full journey from raw document ingestion to production-ready AI search: including data storage strategies, embedding and indexing, retrieval architecture, and how to keep quality and compliance intact as your corpus grows.
**Talk 2: Claims Without the Hallucinations: A masterclass in LLM orchestration and deterministic outputs in production-grade environments.**
[Prudence Leung](https://www.linkedin.com/in/prudence-leung-827998169/), Senior Data Scientist @ Faculty
In high-stakes corporate workflows, production reliability is on the frontlines of preventing severe financial, legal or regulatory risk. It’s about architecture: validating outputs at every boundary and orchestrating multi-step pipelines so they’re resumable, observable, and safe to retry.
This talk covers practical layers of that architecture, such as using Pydantic to turn LLM outputs into hard pass/fail gates, and durable execution frameworks like DBOS and Temporal to make multi-step pipelines resumable and safe to retry. The goal throughout is keep deterministic logic deterministic, and contain the probabilistic parts.
**Talk 3: Panel - The Autonomous Underwriter: How do you integrate GenAI agents into legacy insurance systems without breaking the business?**
[Chris Mullan](https://www.linkedin.com/in/chrismullan-ai/), Head of Data and AI @ CFC Underwriting
[Divish Rengasamy](https://www.linkedin.com/in/divish-rengasamy/), Lead ML Engineer @ Faculty
[Hanne Carlsson](https://www.linkedin.com/in/hanne-carlsson/), Senior Data Scientist @ Faculty
Hosted by [Michelle Conway](https://www.linkedin.com/in/michelle--conway/), Lead ML & AI Engineer @ Lloyds Banking Group
Agentic AI promises to transform underwriting but legacy systems, regulatory constraints, and organizational complexity make the path from demo to production far harder than it appears. Beyond the software engineering, this is a massive change management and operational transformation. Drawing on real-world experience, this panel unpacks the friction of decoupling agents from brittle dependencies, managing risk acceptance, and building systems that improve over time without creating new operational risks.
**🕧 Schedule:**
6:00 PM – Doors open – networking with food and refreshments
6:45 PM – Intro
6:50 PM – Talk 1 (including Q&A)
7:10 PM – Talk 2 (including Q&A)
7:30 PM – Short comfort break
7:40 PM – Panel discussion
8:20 PM – Networking with refreshments
9:00 PM – Event close
**🎟️ [CLICK HERE TO ENTER THE BALLOT!](https://datasciencefestival.com/session/faculty-sandbox-session/) 🎟️**
**🎟️ IMPORTANT:** Due to high demand and limited space, tickets for this event will be allocated by a ballot. Applying does not guarantee entry. Successful applicants will be notified throughout June and early July. If you have not received confirmation by July 6th, this means your ballot ticket was not drawn this time.
**🚨 PLEASE NOTE:** Clicking 'attend' does not register you for the event. You will need to register for the event on the link provided below to receive a QR code ticket via email. If you do not have a QR code, you will not be able to attend the event.
The New Shape of Delivery in the Age of Agents
**Our delivery processes were designed around people**. **Around what one person can hold in their head, track across a team, and carry through a long working day.**
Attention. Memory. Bandwidth. Fatigue. The cost of keeping everyone coordinated.
Almost every ritual we rely on exists because of those limits. Standups, handovers, status updates, planning ceremonies. They are clever workarounds for being human.
Agents change what is possible. When they can help specify, write, integrate, deploy and operate, the doing stops being the thing that holds delivery back.
That opens up a good question for everyone in product, tech and delivery. As agents take on more of the build, where do people add the most value?
The answer sits higher up. Strategy. Architecture. Judgement about what is worth building. Real ownership of the outcomes that matter.
Join us for an evening exploring the new shape of delivery, and the human work that matters more than ever as agents take on the build.
We'll dig into:
📅 How today's delivery processes are shaped by human limits, and what changes as those limits lift
👉 What agent-driven delivery means for the way teams are built and led
💜 Where people add the most value as agents take on the build, and how to grow into that work
Expect an honest, practical conversation, time to connect with others navigating the same shift, and the warm, supportive room Elevate is known for.
**What to expect**
* Panel discussion with [panellists TBC]
* Audience Q&A
* Networking and refreshments
**Who it's for**
Women in product, tech and delivery, at any stage, who want to think clearly about how this shift changes their work and their teams.
Design Systems London #16
**We are excited to invite you to our summer edition of DSL!** 💫
DSL#16 was originally scheduled for 25 June but has been moved to **Tuesday, 7 July** due to the extreme weather.
Our Eventbrite tickets are now sold out, but you can join our waitlist [here](https://dsl16.eventbrite.co.uk/).
Thank you to [YLD](https://www.eventbrite.co.uk/e/design-systems-london-16-tickets-1989211510175?aff=oddtdtcreator) for organising and [NewDay](https://www.newday.co.uk/ "https://www.newday.co.uk/") for sponsoring this event.
**Who are NewDay**
At NewDay, their business is focused on a single, clear and defining purpose: to help people move forward with credit.
NewDay provides nearly 5 million customers with responsible access to credit, underpinned by best-in-class customer service and exceptional user experience. Their in-house, highly scalable digital platform alongside their proprietary credit decisioning capability unlocks the competitive advantage.
Their broad credit product offering enables instalment finance, BNPL, 0% finance and carded and digital revolving credit. NewDay operates multiple direct-to-consumer products and a range of credit solutions with some of the UK’s most loved brands.
Their underwriting capability and experience allow them to responsibly say yes to more UK customers making them a merchant partner of choice. NewDay partners to harness the power of data to drive commerce across the UK, creating value at scale.
**Who are YLD?**
YLD turns digital investments into results by building what matters, delivering with impact, and making sure it lasts. Their product design, tech, and change experts work as one, applying AI where it shortens the path to value. With design at the heart, YLD brings clarity, puts users first, and shapes solutions that succeed from the start.
YLD is hiring - check out the [job page](https://www.eventbrite.co.uk/e/design-systems-london-16-tickets-1989211510175?aff=oddtdtcreator)
Join the conversation on [LinkedIn](https://www.eventbrite.co.uk/e/design-systems-london-16-tickets-1989211510175?aff=oddtdtcreator)
Context Catalog In Action: Building Scalable AI Playbooks for the Modern SDLC
*📣 **Description***
Prompt engineering only gets you so far. To build AI agents that actually understand your business, your architecture, and your rules, you need more than a clever "System Prompt"—you need a Brain.
In this session, we move past the theory and dive straight into real-world examples of AI Playbooks that actively save time and money. We’ll show you exactly how a governed metadata layer—the Context Catalog—transforms tribal knowledge into repeatable, agentic workflows that automate complex tasks across the SDLC. Join us to see these Playbooks in action and learn how to scale your engineering efficiency from day one.
⏲️ ***Agenda***
6:00 Pizza and drinks
6:30 Welcome
6:45 Talk
7:30 Q&A
7:45 Networking and Pizzas! 🍕
8:30 Wrap up & See you at the next Meetup!
🎙️***Speaker***
Giulio Roggero CTO @ Mia-Platform
25 years of experience in software engineering, serial entrepreneur with more than 10 business initiatives launched, today is co-founder and CTO at Mia-Platform, the Internal Developer Platform named by Gartner Cool Vendor for Software Engineering Technologies and in the Cloud Application Platforms Magic Quadrant.
Principal focus: cloud native, platform engineering, data fabric and omnichannel experience. He likes to paint Blood Bowl miniatures, construct Lego, build and drive RC Cars and learn piano.
Engineering Leadership Events Near You
Connect with your local Engineering Leadership community
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on.
That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable.
In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork.
This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it.
We’ll cover:
* Why “it looks good” is not enough
* How to improve prompts by changing the input, context, and constraints
* How to compare LLM outputs more systematically
* Basic evaluation techniques for accuracy, consistency, and usefulness
* How embeddings, cosine similarity, and scoring can help evaluate results
* Where automated evaluation works — and where humans still need to stay in the loop
By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
IxDA Chat n Pancakes
You can sleep in on the Semiquincentennial (observed), we’re shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to.
Thanks to the team at Nationwide of supporting the group.
BrowserStack QA Meetup | Columbus (July 9)
**Hello Columbus!**
**The community is buzzing and growing well. We are thrilled to bring our fourth BrowserStack QA Meetup on Thursday, July 9th!**
We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss.
**What to expect:**
* **Connect:** Network with Columbus' top engineering and QA minds.
* **Learn:** Real-world tactics and trends you can use immediately.
* **Enjoy:** Food, drinks, and great community spirit.
**Agenda**
* **Two Roads Diverged in a Wood: Docker Compose vs. Kubernetes** by **[Doug Reeder](https://www.linkedin.com/in/pdouglasreeder/)**
**RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!**
📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017
📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017
📅 **Date & Time:** July 9, 6:00 PM
**Stay Connected!**
Want to continue the conversation beyond the meetup?
Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!**
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**A Few Notes:**
✅ This is an **in-person event**
✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event.
**TALK ABSTRACT:**
Docker Compose and Kubernetes are two of the most popular tools for running containerized applications. Their feature lists are similar. Architects and senior developers need to know how their different paradigms lead to unexpectedly different experiences in production.
AWS Columbus User Group - Topic to be announced
Topic to be announced.
**CALL FOR SPEAKERS**
Learn more: https://www.awscolumbus.com/get-involved/
**THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/
**DIRECTIONS**
8800 Lyra Dr #450 · Columbus, OH
go to 4th floor.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Azure CBUS July
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Free In-Person Meeting: Get Over Losses & Betrayals, Build Lasting Relationships
This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships.
Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse.
Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well.
Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship.
Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action?
Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships!
Break free from self imposed limitations
Here we will discuss:
• How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes.
• Why and how do the negative emotions of others affect you?
• Why is my partner withdrawing and what can I do about it?
• Why do we sometimes feel compelled to hurt the ones we love?
• Fights & arguments - what's really behind them?
• What underlies “corrosive criticism” or the need to invalidate self or others?
• How one can stably change one’s outlook on life so they can affect positive change?
• Where do compulsive destructive behaviors come from and what can be done about them?
• How to form closer bonds & keep growing the relationships with the people you care about?
• How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career?
Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general.
Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person.
Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life.
We look forward to having you join us!
This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data**
How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice.
Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look.
In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it.
**About Our Speaker:**
[Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet.
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)






























