High Scalability Computing
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High Scalability Computing Events Today
Join in-person High Scalability Computing events happening right now
PyData London - 107th Meetup
**Venue:** Riverbank House, 2 Swan Ln, London EC4R 3AD
**Please note:**
1\. đ¨đ¨đ¨ A valid photo ID is required by building security\. đ¨đ¨đ¨
2\. This event follows the [NumFOCUS Code of Conduct](https://numfocus.org/code-of-conduct). Please familiarise yourself with it before attending.
If your RSVP status says "You're going" you will be able to get in. No need to show your RSVP confirmation when signing in.
If you can no longer make it, please unRSVP as soon as possible.
**Code of Conduct:**
This event follows the NumFOCUS Code of Conduct. Please get in touch with the organisers with any questions or concerns.
As always, there will be free food and drinks, generously provided by our host, Man Group.
**Main Talks**
1. [Robin Linacre](https://www.linkedin.com/in/robinlinacre/) - **Rapid deduplication and fuzzy matching of large datasets using Splink**
This talk introduces Splink, a free and open source Python library for probabilistic record linkage and deduplication at scale.
Iâll explain the core ideas behind the approach, show how it can be used in practice, and reflect on the opportunities of building open source tools from within the public sector.
Data deduplication is a common data quality challenge: it arises whenever multiple records are collected about the same person, organisation, or entity without a shared unique identifier.
This talk will introduce the core ideas behind probabilistic record linkage and show how Splink, a free and open source Python library developed at the UK Ministry of Justice, can be used to link and deduplicate large datasets quickly and accurately.
Iâll cover the practical steps involved in training linkage models, using unsupervised learning, improving performance and accuracy, and visualising results and diagnostics. Iâll also touch on what it has been like to build and maintain open source tooling from within the UK public sector, and the opportunities this creates for solving problems at citizen scale.
The talk is aimed at people with basic experience working with tabular data in Python, and assumes no prior knowledge of record linkage.
2. [Filip Makraduli](https://www.linkedin.com/in/filipmakraduli/) - **Small Model Inference Infrastructure: Lessons Beyond vLLM**
Embedding models are evolving rapidly, from dense-only architectures, to hybrid dense+sparse (BGE-M3), multi-vector late interaction (ColBERT), and vision-language models (ColQwen2, SigLIP). Yet while LLM serving infrastructure is well-established (vLLM, SGLang), small model deployment still relies on inefficient single-model containers or custom-built systems. Production teams face a dilemma: deploy dozens of single-model containers with 5-10% GPU utilization, or invest months building complex multi-model infrastructure. This talk explains some of the key concepts of embedding inference and how it is different to LLM inference.
3. [Ian Ozsvald](https://www.linkedin.com/in/ianozsvald/) - **Build your own LLM, Live, with MicroGPT**
Andrej Karpathy's MicroGPT is a single file no dependency mini GPT, you can run it live with me. We'll talk about how GPT works, we'll look at the code, we'll reflect on the Torch-based nanoGPT "big brother" and you'll end the talk with stronger intuitions about how our next best token guessing overlords are working. Plus you'll have a mini GPT running on your laptop in 200 lines of Python.
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
**Logistics**
* Doors open at **6.30 pm** (get there early as you'll need to sign in with building security).
* Talks start at **7:00 pm**, with drinks afterwards from **9:00 pm** at The Banker (EC4).
We have reduced capacity for this event, but there will be plenty of people to discuss data science questions with.
Please unRSVP in good time if you realise you can't make it. We're limited by building security on the number of attendees, so please free up your place for your fellow community members.
If you want me to trim lightning talks down to two or shorten any abstracts, say which ones.
London ConnectorÂŽ Annual Membership
**Kindly note that this is a paid event and the average number of attendees for our events is 60-70 people. You can register on [https://www.eventbrite.co.uk/e/london-connector-annual-membership-tickets-1987976575452?aff=meetup](https://www.eventbrite.co.uk/e/london-connector-annual-membership-tickets-1987976575452?aff=meetup)**
Annual membership for London ConnectorÂŽ offering curated introductions, exclusive events,and meaningful connections with founders, investors
## **Introduction**
London ConnectorÂŽ brings together a select network of founders, investors, entrepreneurs, and senior decision-makers in curated environments designed for meaningful connection and real momentum.
In a city that moves fast, meaningful opportunities come from being in the right room with the right people.
This annual membership gives you ongoing access to a community where conversations become opportunities, and introductions become long-term relationships.
## **The Experience**
This Eventbrite listing is your entry point into the London ConnectorÂŽ annual membership ecosystem.
Each event is intentionally curated to ensure relevance, quality, and alignment among guests.
Expect an atmosphere that is professional, relaxed, and focused on high-quality conversations.
## **What You Gain Through Annual Membership**
London ConnectorÂŽ annual membership is designed for individuals who value consistent access, relevance, and long-term relationship building throughout the year.
Members benefit from:
* Access to curated networking events across premium London venues throughout the year
* Direct introductions to trusted and vetted service providers within our network
* Entry into a trusted, invitation-led business community
* Opportunities for strategic collaboration and partnerships year-round
* Continuous access to a high-quality professional network
* Unlimited to themed Connector events across sectors including Tech, AI, Legal, and Investment and wealth management
## **The Networking Standard**
London ConnectorÂŽ events are designed with intention and precision.
Each gathering brings together carefully selected guests to ensure that every conversation has relevance and potential.
The result is a calm, focused environment where relationships develop naturally and opportunities emerge with clarity.
## **Who This Is For**
London ConnectorÂŽ is designed for:
* Founders building and scaling companies
* Angel investors and venture capital professionals
* Entrepreneurs and business owners
* Senior executives and corporate leaders
* Advisors, consultants, and deal facilitators
If you value access to high-quality people and meaningful business relationships, this community is designed for you.
## **Our Ethics & Approach**
At the heart of London ConnectorÂŽ is a simple belief: **together we grow.**
We operate with a winâwin mindset where every introduction and interaction is designed to create shared value and mutual opportunity.
Our principles are:
* We grow together through aligned ambition and collaboration
* We prioritise meaningful, long-term relationships
* We create highly relevant, curated introductions
* We foster trust, respect, and professional integrity
* We believe the strongest opportunities come from shared success
London ConnectorÂŽ is a community built on collective growth and long-term value creation.
## **WhatsApp Community & Ongoing Access**
Annual members and guests are also invited into a private WhatsApp community that extends the experience beyond each event.
This space is designed to support ongoing connection, conversation, and opportunity sharing throughout the year.
Inside the community, you can expect:
* Direct access to fellow founders, investors, and decision-makers
* Continued relationship building after events
* Relevant introductions and collaboration opportunities
* A focused professional environment for meaningful exchange
## **Join Us**
We try and maintain a balance of professions within our network, before booking your membership, kindly contact [Duccio Zambrini](https://www.linkedin.com/in/duc-zambrini-a5590a261/ "https://www.linkedin.com/in/duc-zambrini-a5590a261/") on his whatsapp 07789 740193
We look forward to welcoming you.
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* [London networking](https://www.eventbrite.co.uk/d/united-kingdom--london/networking)
* [London Business networking](https://www.eventbrite.co.uk/d/united-kingdom--london/business--networking)
We Need to Talk - Women in Tech
We are back from hibernation and would like to say a very warm welcome to *We Need to Talk*, the event series that discusses the most topical themes facing people in tech right now. Join us at the **Accurx Office** on May 5th for an evening of lively discussions, thought-provoking chat, and the opportunity to network with other curious and ambitious colleagues in tech.
First, as ever, a huge thank you to all those who joined our last events, you keep us inspired to find the best topics and speakers. ***We Need to Talk*** is centred around creating a community to uplift each other, have open discussions and create an inclusive space for us all. We are so proud of this community - thank you for supporting us on this journey. Please invite your friends too and spread the word.
For the upcoming event, our generous hosts **Accurx** will be kicking off the evening with a quick intro to who they are and what their mission is.
This will be followed by our fabulous keynote speaker **Dr Lisa Plotkin** (Head of Policy and Influence at the Florence Nightingale Foundation) who needs to talk about ***When Hierarchy Fails: Lessons from 55 years of NHS scandals***
One year in, we also want to hear from you - what can you share on the good, the bad and the curious of using AI tools. We are hosting an **Open Discussion on AI Learnings** from Ethics to Hallucinations we would love to get your thoughts! Our favourite part of WNTT is how much intellectual debate takes place and we would like to learn even more from you.
**Event schedule:**
6:00:𼤠Doors open
6.30: đŁď¸ **Welcome and introduction from Accurx**
6.40: đŁď¸ **DR Lisa Plotkin: *When Hierarchy Fails: Lessons from 55 years of NHS scandals***
7.00: đĄ Q&A
7:10: đť Drinks and networking
7:30: đŁď¸ **Open discussion: AI learnings**
8.00: đť (Optional): We offer a warm invitation to join us at the pub for a post event social and pizza - to carry on the talks.
**Lisa's talk: *When Hierarchy Fails: Lessons from 55 years of NHS scandals***
**Power tends to protect itself**, and that is often most visible in the institutions we rely on most. Dr Lisa Plotkin works in nursing and midwifery policy and advocacy, within a workforce that is largely female, often undervalued, and frequently operating at the sharp end of both hierarchy and human impact.
Drawing on a series of NHS inquiries, including Mid Staffordshire, Morecambe Bay and East Kent, she will explore how serious failures are not just isolated events, but emerge from deeper, systemic conditions. These include cultures that prioritise compliance over openness, sideline those who speak up, and leave those closest to problems without the authority to act.
This talk will look at what these inquiries, taken together, reveal about how power really works in large organisations, and why the same lessons keep resurfacing. It will also consider what better looks like in practice, and what it takes to build cultures where hierarchy supports the work rather than shielding itself.
Ultimately, the question is not simply who failed, but what needs to change so that failure is no longer the default.
**P.S...** We would love to keep our events free and inclusive. We are orchestrating these events in our spare time and our hosts are generously gifting us the spaces to hold them. If you have signed up and can't make it any longer - we would really appreciate it if you let us know on Meet Up, it just helps us plan accordingly for the night.
**P.P.S...** Please let us know if you have accessibility requirements, the venue has stairs internally and we want to make sure we can accommodate everyone.
We have a new [LI page](www.linkedin.com/company/we-need-to-talk-london/), please give us a follow to help us grow this community
We can't wait to see you!
Samira, Emma and Erin
Business Networking in Mayfair | Meet Investors & Entrepreneurs & Directors
**Kindly note that this is a paid event and the average number of attendees for our events is 60-70 people. You can register on [https://www.eventbrite.co.uk/e/business-networking-in-mayfair-meet-investors-entrepreneurs-directors-tickets-1987374822593?aff=meetup](https://www.eventbrite.co.uk/e/business-networking-in-mayfair-meet-investors-entrepreneurs-directors-tickets-1987374822593?aff=meetup)**
Join London's most exclusive business networking event at Hay Hill Mayfair. Meet founders, investors & business leaders.
**Join an exclusive business networking event in the heart of Mayfair, London â designed for entrepreneurs, company directors, investors, startup founders, and senior professionals ready to build meaningful relationships and discover high-value opportunities.**
Hosted at the prestigious **Hay Hill Private Members Club** (W1J, Berkeley Square), this **London business networking event** brings together high-level decision-makers, **angel investors**, **venture capital professionals**, **CEOs**, and **business owners** for quality conversations, collaborations, and long-term professional connections in one of London's most iconic settings.
Whether you are growing a startup, scaling a company, raising investment, or expanding your **London professional network** â this **exclusive business networking event in Mayfair** offers the perfect premium environment to meet the right people and grow your business.
**đź Why Attend This London Business Networking Event?**
* Connect with **entrepreneurs, business owners, CEOs**, and senior decision-makers
* Meet **angel investors, venture capital professionals**, consultants, advisors, and partnership-ready professionals
* Build meaningful **business relationships** in an elegant Mayfair private members club
* Explore **collaborations, joint ventures**, and high-value introductions
* Expand your circle within **London's most active entrepreneur and professional community**
* Access an **exclusive WhatsApp networking group** for pre-event and post-event connection
This event is perfect for **entrepreneurs and business professionals** who are serious about business growth, visibility, and building lasting connections within London's fast-moving professional ecosystem.
**đ§Š What to Expect**
* A warm, relaxed, and professional **social mixer** atmosphere from the moment you arrive
* **Open networking** with entrepreneurs from diverse industries and backgrounds
* Conversations that spark **partnerships, business deals**, and long-term professional relationships
* A carefully curated crowd of **business-focused entrepreneurs, investors, and professionals**
* Access to an **exclusive WhatsApp community** for pre-event introductions and post-event follow-ups
* On-site team facilitating **meaningful introductions** at a human-to-human level
**đĽ Who Should Attend?**
This **Mayfair business networking event** is designed for:
* đ **Entrepreneurs and startup founders** at any stage of their journey
* đ° **Angel investors and venture capital professionals** seeking innovative opportunities
* đ˘ **Business owners and company directors** looking to expand their network
* đ§ **Consultants, advisors, and senior professionals** open to new collaborations
* đź **Professionals seeking new clients, partners, or collaborators**
* đ **Anyone looking to grow their London business network** in a premium, exclusive venue
If you are an **aspiring entrepreneur**, an **established business owner**, or an **investor** looking to connect with like-minded professionals â you will feel right at home at this event.
**đď¸ About the Venue â Hay Hill Private Members Club, Mayfair**
Set in a stunning six-storey building at **Berkeley Square**, Hay Hill is unique in combining the luxury of a **private members club** with the business focus of a co-working environment â pioneering the concept of **club working** in the heart of Mayfair.
For this event, we have reserved an exclusive area of the venue with a cash bar â the perfect setting to mix, mingle, meet old and new friends, make valuable new contacts, and discover new clients.
**đ
Event Format**
The format of the evening is **pure open networking** â a relaxed mix-and-mingle environment where **entrepreneurs, business leaders, and investors** connect naturally. Our team is on-site throughout the evening to facilitate **meaningful introductions** and ensure every guest gets the most from the event.
We connect at a **human-to-human level** and believe in building real, lasting relationships â not just exchanging business cards.
**đď¸ Spaces Are Strictly Limited â Book Early!**
Maximum capacity is **80 guests**. On average, **30â40 places are reserved in advance** by our yearly members, meaning public availability is extremely limited. Given the consistent popularity of our **London networking events** and the exclusive nature of Hay Hill, this event is predicted to **sell out in advance**.
**Early booking is strongly recommended.**
**đ˛ Exclusive WhatsApp Networking Group**
A couple of days before the event, we create an **exclusive WhatsApp group** for all confirmed attendees who wish to start connecting early. This allows **entrepreneurs, founders, and investors** to introduce themselves, arrange meetings, and break the ice â so by the time you arrive, you already feel part of the community.
On the day of the event, you will receive an email invitation to join the group.
**đ Dress Code** Business Casual â No trainers or jeans, please.
**đ Refund Policy** Tickets purchased in advance are generally cheaper than on-the-door prices and cannot be refunded. They can, however, be reassigned to another person of your choice.
**đ¸ Event Disclaimer** Photos and videos may be taken during the event for use across our social media channels and promotional materials. Thank you for your understanding and cooperation.
* [United Kingdom Events](https://www.eventbrite.co.uk/d/united-kingdom/events)
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* [London networking](https://www.eventbrite.co.uk/d/united-kingdom--london/networking)
* [London Business networking](https://www.eventbrite.co.uk/d/united-kingdom--london/business--networking)
In-Person Systemic & Family Constellation Evening Workshop
**Space is limited so book and pay early to avoid disappointment.**
This evening workshop provides a perfect opportunity to experience the deep and insightful Systemic Constellations process in an intimate group setting.
A unique and powerful therapeutic method for self-exploration, understanding core behaviours, removing blocks, and reintroducing movement and growth. It is used as a major resource in supporting healthy relationships, working through trauma, and assisting in depression treatment.
**Issue Holder (client) and Representative spaces are available, please follow the link to book:**
**For Representative (Participant) Booking ÂŁ35**
**[https://calendly.com/illiadato/in-person-family-constellations-evening-workshop](https://calendly.com/illiadato/in-person-family-constellations-evening-workshop)**
**For Issue Holder (Client) Booking ÂŁ175:**
If you wish to attend as an Issue Holder at this workshop and have your own Constellation done please email your request to: [ih@londonconstellations.uk](http://ih@londonconstellations.uk/)
Read comments of workshop participants here: [https://bit.ly/33Asprs](https://bit.ly/33Asprs)
**WHAT ARE SYSTEMIC CONSTELLATIONS?**
The Systemic Constellations method is a unique therapeutic process of exploration of the forces that move us in life. Such forces are often appearing as difficulties or a sense of being 'stuck' in life, affecting our behaviour, relationships, career, health/wellbeing, or even financial circumstances. This method provides a three-dimensional âmapâ of oneâs life as it is at present. It is a simple yet powerful way to explore entanglements and blockages in our personal life and our family history. The method brings awareness and clarity into personal challenges by focusing the client on the root cause of such difficulties. Constellations provide an opening for a positive life shift and present ways for deep healing processes to occur.
**WHAT HAPPENS IN A CONSTELLATION SESSION?**
In Constellations work the âclientâ is referred to as the âIssue Holderâ.
The method uses workshop participants as âRepresentativesâ to stand in for key people in the clientâs life such as family members, colleagues, partners, ex-partners, etc., sometimes âabstractâ concepts such as an emotion, country of origin, religion, or destiny are also represented. All participants are invited to take part as Representatives. Workshop participants often report (see reviews: [https://bit.ly/33Asprs](https://bit.ly/33Asprs)) experiencing profound insights into their own lives by simply witnessing the process, regardless of how they choose to take part.
**WHY DOES THIS WORK?**
Scientific research shows that the experiences of your ancestors can determine your behaviour today and affect future generations.\*\* Recent scientific research into DNA reveals that a component named epigenetics is embedding the effect of a traumatic experience by altering the genetic structure. It means that some of our behaviour patterns can be attributed to traumatic events in our family history. This notion has always been one of the guiding principles of Systemic / Constellations Therapy, a form of work that is dedicated to exposing and dealing with issues emerging from our family system.
*âIt is only now that science is catching up with what is evident in Systemic Constellations work and visible in every one of our therapy sessions; trauma in the family history directly affects future generations' behaviour"* Illi Adato MD
Our group provides a safe space where deep personal work is done and where maintaining confidentiality and respect for each other's privacy is paramount.
**\*\* DNA research paper and news articles:**
Discover - Grandma's Experiences Leave a Mark on Your Genes [https://bit.ly/3dLwEkK](https://bit.ly/3dLwEkK)
BBC News - "Memories" pass between generations [http://bbc.in/1dNShPe](http://bbc.in/1dNShPe)
**Facilitated by Illi Adato** MA Lon\. Inst\. SQHP\. Crt\(HYP\)\. Crt\(COACH\)\. Systemic\, Organisational & Family Constellations member of ISCA \| Hypnotherapy member of GHR \(UK\) & IHF \(USA\) \| Tune\-In Counselling \| Advanced NLP Therapeutic Specialistâ˘
***
đŹ**Personal one-to-one counseling** can be combined with group work.
**Book here: [https://calendly.com/illiadato/1st-personal-session](https://calendly.com/illiadato/1st-personal-session)**
**VIDEO COURSES**
đ Watch anytime \| đŠ Instant access after payment
**Becoming a Bridge - Working with Death As a Key Resource In Constellations** ÂŁ19
Explore the transformative power of death in Systemic Constellations with Illi Adato in this recorded 1.5-hour video course. Designed for facilitators, practitioners, and those drawn to deep experiential learning, this session offers practical insights into holding space for loss and transition.
**đACCESS HERE: [https://calendly.com/illiadato/becoming-a-bridge-video-course](https://calendly.com/illiadato/becoming-a-bridge-video-course)**
**Constellations, Systemic Principles & How They Affect Us - Video Crash Course** ÂŁ6
Explore the hidden forces shaping your life with this **recorded mini-course** by Illi Adato. Learn the **Orders of Love**, uncover deep-rooted patterns, and experience a guided **HypnoConstellationsâ˘** process for personal healing.
**đACCESS HERE: [https://calendly.com/illiadato/systemic-principles-crash-video-course](https://calendly.com/illiadato/systemic-principles-crash-video-course)**
Have questions? Reach out: [office@londonconstellations.uk](http://office@londonconstellations.uk/)
Looking forward to another moving experience of learning together!
London School of Systemic & Family Constellations
Tabletop Tuesday â Board & Card games for all!
**Tabletop Tuesday** brings you some of the best and friendliest gaming in London. If youâre looking to meet new friends, play games in a welcoming community and be in with a chance to win fantastic prizes, come along to Loading (Stoke Newington) on a Tuesday evening for one of Londonâs best game nights.
Our crew will help you find a game, make friends and have lots of fun. Just ask for Tabletop Tuesday's at the bar and weâll help you get settled in. You're welcome to bring your own games or take advantage of the fantastic library of games we have at the bar â all for free!
**Feature Game**: Each week we feature a different game. There is usually the opportunity to win a copy of this game just by playing it on the night.
This is not happening at this is.
(If you want to play other CCG games such as MTG, you are also welcome to do so. More organised play is available on other evenings, but welcome to play at TtT.)
Also, note that every 1st Tuesday of the month is our ***Social Night Special***: featuring:
⢠**Blood on the Clocktower**: Free to play and beginners welcome.
**When**: From 7.30pm until 11pm! But feel free to turn up early and play more games (many regulars turn up from 18:30ish)!
**Cost**: Free entry and games are free to play, just make sure you buy your drinks! The bar now also has a fantastic food menu too.
**To Play**: We have an extensive, ever growing library of over 200 titles. You can see a full list on www.BigRedBarrel.com. If you are interested in trying to get a particular game of something organised, just speak the hosts.
Tabletop Tuesday Organiser Tim is currently unwell and not able to attend the Meeting is still happening.
See BigRedBarrel.com (http://www.bigredbarrel.com/blog/)'s Twitter (https://twitter.com/BigRedBarrel) and Facebook (https://www.facebook.com/BigRedBarrel) page for further details.
London Polyamory Monthly Meetup
We are back to in person pub every month! At the Sir John Oldcastle Pub right by Farringdon station. Reachable by three tube lines, national rail and bus routes. First Tuesday of every month.
PLEASE NOTE WE ARE NOT A SEX/SWINGERS CLUB! PLEASE READ THE GROUP DESCRIPTION BEFORE JOINING
While this is a free event, I'd like to request that those attending the social make a voluntary donation of ÂŁ1 to help cover the admin costs of Meetup.com: https://ko-fi.com/ldnpolyam
This meetup group is for anyone who is interested in openly and honestly loving more than one partner - you may call yourself polyamorous or non-monogamous or any other label you prefer, but if you are interested in having, or currently have multiple romantic and/or sexual relationships where all concerned are consenting and in full knowledge, you are welcome to come along and chat with others who understand those choices.
This is NOT a dating group of singles! If you are actively looking for a partner, that's fine, but the group is not set up for the purpose of matchmaking, and some of our members are pretty "polysaturated" (i.e. they have as many relationships as they want and are not looking for more!) I'd hate for anyone to come along expecting that everyone there is looking for new partners and then be disappointed. If you are looking for new partners, look out for things like Poly Speed Dating nights, Poly Cocktails and try looking online at, for example, okcupid.com. If you receive unsolicited "let's meet" or other predatory messages from a member, please forward them to the admin team. We aim to be a safe space for everyone. Come along and talk to others about how they found their partners, too, if you like. We are a friendly group and not known to bite. ;-)
You can find us by looking for the plush and inflatable parrots on our tables, or for Angus' blue hair. Alternatively ask at the bar for "Angus' group", "The poly group", or "the parrot people". We're usually in the area towards the back of the pub.
High Scalability Computing Events This Week
Discover what is happening in the next few days
AWS User Group UK Meetup #77
Welcome to our May event. We're delighted to welcome [Elena Lape](http://linkedin.com/in/elenalape), Founder, Holopin and [Rupam Jha](https://www.linkedin.com/in/rupam-jha-151313a7/), Senior DevOps Engineer, as well as [Areg Hovakimyan](https://www.linkedin.com/in/areg-hovakimyan/), Senior DevOps Engineer.
**Elena** takes an affectionate but honest look at the wonderfully chaotic reality of working with AWS, a platform that can do almost anything, but rarely in just one obvious way.
**Rupam** answers the question every fast-moving team faces: how do you stay secure, compliant, and audit-ready on AWS without creating bottlenecks for builders?
**Areg** provides an overview of Amazon EKS, while highlighting what truly makes a difference in production.
A big thank you to our sponsors [Cloudscaler](https://rebrand.ly/cloudscaler), [Rayo](https://rebrand.ly/rayo-cloud) & [The Scale Factory](https://rebrand.ly/scalefactory)
**Programme:**
18:00: Arrival, registration
18:15: Talks start
20:00: Networking with food and a drink provided by the generosity of our sponsors.
**Talk 1:**
***AWS: An Experience with Elena Lape***
Those of us who care a lot about developer experience would certainly agree: AWS is, undeniably, an experience.
This session explores the quirks, overlaps, and âwait, why?â moments that make AWS both impressive and deeply relatable. Expect an affectionate look at the strange reality of using a platform that can do everything except explain itself briefly.
**Elena** is founder and Head of Engineering at Holopin, where she leads a platform used by 150,000+ software engineers worldwide. Before Holopin, she worked across several Silicon Valley scaleups building Kubernetes integrations, developer tooling, and cloud infrastructure, and has been building on AWS since 2016. Elena is deeply focused on developer experience. She spent part of her early career at GitHub, remains active in hackathon communities, and today serves on the W3C Advisory Board.
**Talk 2:**
***Learn how to turn AWS security and compliance policies into automated, scalable, and auditable practices â without slowing down innovation with Rupam Jha***
Many organisations struggle to enforce security and compliance consistently across AWS environments while scaling their workloads.
In this session, Iâll walk through practical strategies to secure AWS accounts, implement automated compliance controls, and simplify audits. Using real-world examples and best practices, attendees will leave with actionable techniques to protect data, streamline operations, and maintain regulatory readiness in the cloud.
**Rupam** is a Senior DevOps and Platform Engineer who enjoys building AWS platforms that are scalable, secure, and easy for teams to use. Her focus is on creating cloud-native environments with tools like AWS, Kubernetes, EKS, Terraform, and Vault, helping engineering teams ship faster and more confidently through automation, standardisation, and strong platform foundations.
A big part of what she does is reducing complexity for developers by building self-service infrastructure, improving delivery pipelines, and making platforms more reliable, observable, and cost-effective. She cares about security by design and operational excellence, and she believes infrastructure should feel like a product - something dependable, well-designed, and built to help teams move quickly without adding unnecessary risk.
**Lightning Talk:**
***EKS in Production: What Actually Changed After Adoption***
**Areg** is a Senior DevOps Engineer and will talk about Amazon EKS. Amazon EKS offers many capabilities to simplify Kubernetes operations, but in practice, not all of them deliver the same value.
In this 15 minute talk, Areg will provide a quick overview of key EKS capabilities, highlight 2-3 that truly make a difference in production, and explore common areas where teams tend to overcomplicate their platforms.
**Do you have a story to share?**
If you are interested in speaking at one of our events, please check out our [call for papers here](https://awsuguk.org/call-for-papers/).
We are advocates for greater inclusion & diversity in UK Tech and are especially keen to receive talk submissions from people in underrepresented groups. If you are interested in speaking at a future meetup but would like to discuss what to expect or need assistance, please contact our Inclusion & Diversity Lead Natalie Gray - graynataliej@gmail.com or DM her [@natjgray](https://twitter.com/natjgray)
Check out our [website](https://awsuguk.org/) for more information about our community. Remember to follow us [@AWSUserGroupUK](https://twitter.com/AWSUserGroupUK) and on [LinkedIn](https://www.linkedin.com/company/aws-ug-uk) for the latest updates, and you can find videos of our past meetups [here.](https://awsuguk.org/our-videos/)
Test your Postgres talk idea
Do you want to submit a talk to a Postgres conference? Do you want to try out the challenge of fitting a bunch of interesting information into 5 minutes for a lightning talk? Can you talk for 1 to 2 minutes on a Postgres topic you've just heard?
On the 6th of May, we will be back at Star of Kings, running an event which is all about speakers and speaking. With the Call for Papers for PGDay UK closing on the 12th, we are inviting anyone who has a talk idea, is unsure of whether the topic fills the time, or just might enjoy a bit of technical improv to join us.
If you would like to present a talk or a lightning talk, please get in touch. We will update this event description a people come forward.
In the absence of any volunteers it will be Postgres-themed improv talks and, maybe, an organiser taking a talk for a spin. Don't let it come to that :)
Cloud Native London, May 2026
Hi folks!
Welcome to our May 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 The End of Handoffs: Build, Run, Own in One Flow (Alberto Pose, Pulumi)
7:15 You Canât Patch Fast Enough: What AI-Driven Attacks Mean (Idan Elor, Oligo Security)
7:45 Break
8:00 From Zero to HyperPod: Distributed Model Training on AWS (Anton Nazaruk, Cloud Combinator)
8:30 Wrap up
See you there!
Cheryl (@oicheryl)
**The End of Handoffs: Build, Run, Own in One Flow (Alberto Pose, Pulumi)**
AI is changing the shape of team structures. A similar shift to the one that brought dev and ops together into DevOps is now happening as product must also meet the accountability bar.
At the same time, tooling has not caught up with "throwing it to Claude/Codex". Engineers are confronted with a choice: trust code and actions they do not fully understand, or... move too slowly.
Are these problems fundamentally new, or are there lessons we can draw from the past to adapt and think about what comes next?
*Alberto Pose is a software engineer with a soft spot for developer tooling and infrastructure. He is currently part of the team managing the CI/CD pipelines for Pulumi's open source projects. Before this, he spent nearly ten years at Prime Video and AWS. A major highlight of his time there was helping bootstrap the living room device automation team, taking it from a small group effort to a 30 person organisation that brought full automation to millions of streaming devices worldwide.*
**You Canât Patch Fast Enough: What AI-Driven Attacks Mean (Idan Elor, Oligo Security)**
Anthropicâs Project Glasswing announcement put the industry on notice. AI has fundamentally changed the threat landscape and the risks facing organizations, and itâs happening faster than most security models can adapt.
AI-assisted attackers can now discover vulnerabilities, generate exploits, and launch attacks at rates never seen before, collapsing the window between disclosure and exploitation. In this environment, patching alone is no longer enough.
For cloud-native applications, where systems are dynamic and constantly evolving, this creates a new challenge: how do you stay protected when you canât fix vulnerabilities fast enough?
This talk explores how the attacker model is shifting in the AI era, why traditional approaches are breaking down, and what it means to move from vulnerability-based security to real-time protection at runtime. Weâll cover how focusing on exploit techniques enables teams to stop attacks as they happen, including zero-days.
*Idan Elor is Field CTO at Oligo Security, where he partners with large enterprises to solve complex application and cloud security challenges. He most recently served as Director of Solution Engineering & Tech-Alliances at Apiiro, where he empowered enterprises to secure their software supply chains. With over a decade of experience spanning application security, DevSecOps, and mobile security, Idan has also held leadership positions at companies like Snyk, Symantec, and HP. His unique background combines deep hands-on technical expertise. A passionate advocate for bridging the gap between security and development teams, Idan is known for his ability to translate complex security concepts into actionable strategies that organizations can actually implement.*
**From Zero to HyperPod: Distributed Model Training on AWS (Anton Nazaruk, Cloud Combinator)**
You've got a model that works. You just need more GPUs. How hard can it be? That's where the pain starts.
GPU availability, infrastructure complexity, and cost are the three blockers that trip up even experienced teams when scaling from single-GPU training to serious distributed workloads.
This talk is a practical walkthrough of how to set up distributed model training on AWS - covering the capacity options (On-Demand, Spot, Capacity Blocks, SageMaker Training Plans), when to use each, and a repeatable infrastructure blueprint for compute, networking, storage, and observability. I'll demo provisioning a HyperPod cluster and running a distributed training job with automatic failure recovery, and share the cost levers that matter at scale.
Whether you're a platform engineer supporting ML teams or an ML engineer tired of fighting infrastructure, you'll leave with a decision framework and a blueprint you can implement.
*Anton Nazaruk is CTO at Cloud Combinator, where he helps companies run GPU workloads on AWS - from early-stage startups to larger organisations doing distributed training at scale. He focuses on making ML infrastructure repeatable, resilient, and cost-efficient.*
*LinkedIn: linkedin.com/in/anton-nazaruk*
*Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.*
GenAI x Cloud Native - Agentic AI and Kubernetes
Hello and welcome to our next **GenAI UK x Cloud Native & Open-Source AI** meetup.
This event brings together engineers, practitioners, builders, and leaders working across cloud-native platforms, open-source ecosystems, Gen AI, Data and Agentic AI.
Our meetups are friendly, welcoming, and community-driven; everyone is welcome, whether youâre experienced or just curious.
This session will include practitioner talks, demos, Q&A, and time for networking with like-minded peers.
We run bi-monthly in-person meetups in London, bi-monthly online global events, and regional chapters across the UK, North America, and APAC. Food and refreshments will be provided for in-person events where a host venue is supporting.
We are delighted to host this event in **London** on the **7th of May** with Netmind AI
NetMind XYZ ([https://xyz.netmind.ai/](https://xyz.netmind.ai/)) is NetMind.AI's new agent platform where you can create your agents with just natural language. Agents on NetMind XYZ can now join moltbook.
**Speakers and Sessions:**
Speaker: Xiangpeng Wan, Product Lead at Netmind.AI
Session Title: Enterprise Agentic Application Layer - Leveraging Claude Code Paradigms
Description: The March 2026 Claude Code leak exposed the blueprints of enterprise-grade AI agents, revealing advanced paradigms like Multi-Agent Swarms, Context Engineering, and IDE Bridges. While the codebase remains legally untouchable, its architectural concepts are rapidly accelerating open-source infrastructure.
This presentation dissects these core mechanics to highlight a critical strategic pivot: stop reinventing frameworks and start building applications. As underlying agent infrastructures become commoditized, the true competitive advantage now lies in integrating domain knowledge and optimizing UX. Join us to learn how to leverage these battle-tested philosophies to dominate the application layer, turning "radioactive code" into actionable product strategies.
Speaker: RichĂĄrd KovĂĄcs, CTO at Harikube
Session Title: From Orchestration to Platform: The Missing Puzzles to Unify Polyglot Services on Kubernetes.
Description: Imagine a world where Kubernetes itself becomes the unified platformânot just for container orchestration, but for serverless functions, microservices, and the entire API ecosystem. This presentation explores the missing architectural pieces required to make that world a reality. We focus on the architectural puzzles required to unify these layers: serverless functions, specialized Kubernetes Operators, and the powerful Aggregation API layer. By solving these integration puzzles, you can empower development teams to build real Cloud-Native nanoservices, microservices, and REST APIs on the same PaaS, in any language they choose, turning Kubernetes from a simple orchestrator into a powerful, opinionated application platform.
**Agenda (GMT /UK ):**
* 18:00: Welcome and refreshments
* 18:30: Introduction - Ethan Sumner
* 18:35: RichĂĄrd KovĂĄcs
* 19:10: Break
* 19:20: Frank Contrepois
* 19:55: Close and Networking
**Get Involved:**
We are always keen to hear from:
⢠Speakers â case studies, engineering deep dives, lessons learned, open-source talks
⢠Hosts â organisations able to provide space for future meetups
⢠Sponsors â support with refreshments, marketing, or accessibility
If you would like to speak, sponsor, or host a future event, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)**[ ](https://www.linkedin.com/in/ethansumner404/)via LinkedIn.
You can find our YouTube Channel **[here](https://www.youtube.com/@CommunityStackHQ)[.](https://www.youtube.com/@CommunityStackHQ)**
This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**[ ](https://www.meetup.com/pro/generative-ai-uk-community/)and follows the Community Stack Code of Conduct to ensure a respectful, inclusive, and welcoming environment for all attendees.
 Fresha Data Meetup: Sweet Streams Are Made of This
Join us on May 7th from **6:00pm** for a Data Streaming meetup hosted by **[Fresha](https://www.fresha.com/)**!
đ**Venue:**
**Fresha**
The Tower, 207 Old Street
London, EC1V 9NR
7th Floor
**PLEASE bring your PHOTO ID and REGISTER with your First and Last Name, Email. Thanks!**
**DOORS CLOSE AT 7PM FOR SECURITY.**
đ **Agenda:**
* 6:00pm â 6:30pm: Food/Drinks and Networking
* 6:30pm - 7:00pm: Anton Borisov, Principal Data Engineer, Fresha & Nicoleta Lazar, Sr. Data Engineer, Fresha
* 7:00pm - 7:30pm: Olena Kutsenko, Staff Developer Advocate, Confluent
* 7:30pm - 8:00pm: Tom Scott, Founder & CEO, Streambased
* 8:00pm - 9:00pm: Q&A Networking
đĄ**Speaker One:**
Anton Borisov, Principal Data Engineer, Fresha & Nicoleta Lazar, Sr. Data Engineer, Fresha
**Title of Talk:**
Apache Fluss: Streaming Storage for Real-Time Analytics
**Abstract:**
Apache Flink has largely solved streaming computation, but state management remains a bottleneck. Operator stateâoften backed by RocksDBâis scoped to individual jobs, making it hard to share state across pipelines without re-emitting it through systems like Apache Kafka. This leads to expensive joins and added operational complexity.
Apache Fluss (incubating) addresses this by externalizing state into a streaming storage layer backed by S3. Its PrimaryKey tables act as upsertable key-value stores with replicated changelogs, enabling shared state tables accessible from Flink, Spark, or native clients. With Flink 2.1âs Delta Join, both sides of a join can perform lookups against Fluss-managed indexesâeliminating the need for large join state altogether. In this talk, weâll introduce Fluss, show key use cases like CDC enrichment and bilateral joins, and share lessons from running it in production on EKS âincluding the trade-offs and rough edges we encountered.
đĄ**Speaker Two:**
Olena Kutsenko, Staff Developer Advocate, Confluent
**Title of Talk:**
The journey of a record from Kafka topic to analytics table
**Abstract:**
Modern data platforms increasingly rely on streaming systems like Apache Kafka as the source of truthâbut turning event streams into reliable, queryable analytics tables is far from trivial.
This talk explores what really has to happen when moving data from a Kafka topic into an Apache Iceberg table.
Beyond simple ingestion, we will walk through the essential steps: schema evolution, data normalization, partitioning, exactly-once guarantees, late-arriving events, and table maintenance.
Using Confluent Tableflow as one concrete example, we will examine how these challenges can be addressed in practice. Along the way, we will compare alternative approachesâsuch as Kafka Connect sinks, stream processing pipelines, and custom ingestion frameworksâto highlight trade-offs in correctness, latency, and operational complexity.
The goal is not to promote a single solution, but to provide a mental model for designing robust streaming-to-lakehouse pipelines, helping you understand what matters regardless of the tooling you choose.
**Bio:**
Olena is a Staff Developer Advocate at Confluent and a recognized expert in data streaming and analytics. With two decades of experience in software engineering, she has built mission-critical applications, led high-performing teams, and driven large-scale technology adoption at industry leaders like Nokia, HERE Technologies, AWS, and Aiven.
A passionate advocate for real-time data processing and AI-driven applications, Olena empowers developers and organizations to use the power of streaming data. She is an AWS Community Builder, a dedicated mentor, and a volunteer instructor at a nonprofit tech school, helping to shape the next generation of engineers.
As an international speaker and thought leader, Olena regularly presents at top global conferences, sharing deep technical insights and hands-on expertise. Whether through her talks, workshops, or content, she is committed to making complex technologies accessible and inspiring innovation in the developer community.
đĄ**Speaker Three:**
Tom Scott, Founder & CEO, Streambased
**Title of Talk:**
*Infinite Kafka? Rethinking Retention with Iceberg*
**Abstract:**
Apache Kafka is designed for high-throughput, low-latency event streaming, not cost-efficient long-term storage. Yet we constantly see cases like event sourcing, audit/compliance, and large-scale reprocessing forcing that pattern onto it.
As retention increases, costs grow linearly to support edge cases, one-time runs, and âcheckboxâ use cases.
Can Iceberg help here?
In this talk, Tom explores a hybrid architecture that separates hot and cold data while preserving Kafkaâs log semantics. Using a combination of Kafka and Apache Iceberg, he demonstrates how to extend Kafka into low-cost object storage, enabling effectively unlimited retention without sacrificing performance or access patterns.
The result is a unified log that supports both real-time processing and long-term replay, removing the traditional trade-off between cost and capability in Kafka-based systems.
**Bio:**
Long-time enthusiast of Kafka and all things data integration, Tom has more than 15 years of experience in innovative and efficient ways to store, query, and move data. Tom is currently CEO at Streambased, a company focused on unifying operational and analytical data estates into a single, consistent, and efficient data layer.
\*\*\*
If you are interested in hosting/speaking at a meetup, please email community@confluent.io
London Social Night | Balacers | Expand your Circle
đ¨ Spoiler alert: We built the space we couldnât find. A place where you can show up alone, say hi first, and meet new people naturally.
If youâre ready to expand your circle, youâre in the right place.
You can check us out on [Instagram](https://www.instagram.com/_balancers/) đ¸đ¨
Get ready for another Socialđ
Hereâs the Plan:
**7:30 PM â Find Your Team**
As soon as the event begins, youâll receive a card with simple instructions to help you find your teammates among the other attendees.
Itâs a fun and easy way to start conversations with people in the room.
**08:15 PM â Team Challenges Begin**
Once teams are formed, the challenges start.
The first 3 teams to complete all three challenges win free shotsđš
No skills needed. Just jump in, have a laugh and work together.
**09:00 PM â Open Social & Mingling**
Once the challenges wrap up, the room opens up.
This is the moment to mix, chat and get to know new people.
**10:00 PM â Music**
The DJ takes over and the night shifts into a more relaxed social vibe. Chat, dance and keep the connections going.
â ď¸ Please note: Entry is not guaranteed after 10:00 PM
**11:30 PM â After Party**
For those who want to keep the night going, weâll head to a venue close by for the after party.
â ď¸Please bring ID if you plan to join the after party.
⨠Pro tip
Try to arrive by 7:30 PM to enjoy the full experience.
đš Many people come alone. Thatâs completely normal here.
đš Our hosts are on the floor helping people meet and get involved.
đš Most attendees join through our app, so the Meetup âGoingâ list represents only a small portion of the actual crowd.
**[đ˛ Download our app](https://onelink.to/balancers)**
You can connect with people you meet, access ticket deals, track rewards and see the photo gallery from the night.
**[đŹ Join our WhatsApp Community](https://chat.whatsapp.com/IJKXDkwUTlmDsYTOCIUg7O)**
for last-minute updates and reminders.
**Our pillars are Openness, Respect, Inclusivity, Kindness and Authenticity**.
*Attendance at this event is subject to our [Code of Conduct](https://www.balancers.app/code-of-conduct) and [Terms of Service](https://www.balancers.app/term-of-service). By joining, you may receive emails about Balancers events and community updates. You can unsubscribe at any time.*
AI made your team faster. Why arenât you shipping more?
AI is changing how engineering teams work.
Faster iteration. More output. Less time spent on the basics.
But turning that speed into real delivery isnât straightforward.
At this Future Form session, weâre looking at what it actually takes to move from faster development to shipping real value.
Speakers:
**Brian Scanlan\, Senior Principal Engineer \| Intercom**
Brian will share how theyâre increasing engineering throughput using AI inside a large SaaS codebase. Whatâs improved, where itâs worked best, and the practical challenges that come with scaling it beyond demos.
**Luca Lanziani\, Head of DevOps & Platform Engineering \| Nearform**
Luca will explore what happens around the code. Because when development speeds up, the constraints shift. Platform, delivery pipelines, team structures. The organisations that benefit are the ones that adapt.
Join us for pizza, drinks, and practical insights of where AI can genuinely accelerate delivery, and what needs to change to make that happen.
**If youâre working hands-on with AI tools or responsible for how software gets delivered, this session is for you.**
High Scalability Computing Events Near You
Connect with your local High Scalability Computing community
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs.
This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context.
We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing.
**SPEAKER BIO**
Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments.
https://www.linkedin.com/in/mosaic-basha-syed-92300856
**CALL FOR SPEAKERS**
Learn more: [https://www.awscolumbus.com/get-involved/](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/](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
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
Unknown Number: The High School Catfish
IMPORTANT!!! THE DATE OF THIS EVENT HAS BEEN CHANGED TO SUNDAY MAY 17, 2026!!!
A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025.
The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed.
IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks.
Please be ready to discuss the movie by 7PM. Thanks.
Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com
Ohio Fight club
We are a real world Martial arts group. \
Called DO JUNG ISHU (the art of fighting) \
Based off of Jeet kune do we just continued where Bruce Lee left off. \
We have been around a while. \
Every week we get together and work technical skills and full contact spar. \
Almost all of the instructors have been in everything from street fights to the ring and some still compete in cage fighting. \
If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \
We will be located at 3923 N High St, Columbus, OH 43214 Outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295
Saturday 1:30pm Wednesday 5:45pm
From Age 16 and up. attendees under the age of 18 must have a guardian with them. \
Wear workout clothes. \
Bring a MOUTHPIECE! \
WE HAVE GLOVES. \
$10 per class
$5 per class if you are wearing a club shirt
Club shirts are $25
Hope to see you soon. \
let me know if you have any questions :)
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers
A year ago, âagentic AIâ was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective.
This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly.
Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. Weâll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
Youâll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
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.






























