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Frequently Asked Questions
Yes! Check out threat analysis events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the threat analysis events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find threat analysis events near your location here. Connect with your local community and discover events within your area.
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Personality Testing & Consultation
\#\#\#\# Step 1: TAKE THE TEST
The Oxford Capacity Analysis identifies 10 vital personality traits that influence your entire future.
It is a factual, scientific analysis taken from your answers, and it takes about an hour to complete.
\#\#\#\# Step 2: GET YOUR RESULTS
After you complete the test, your personality analysis is generated and displayed. Within minutes your analysis will highlight your strengths and weaknesses—which personality traits to take advantage of and which need help.
\#\#\#\# Step 3: CONSULTATION
While the analysis graph shows distinct personality traits, it is the interrelationship of these traits that provides the greater picture of your personality.
We provide a complimentary consultation with one of our trained staff, who will give a detailed evaluation of your personality analysis.
In this one-on-one consultation, you gain a better understanding of your personality strengths and weaknesses, and establish the recommended path to your fast and lasting success.
London Clojure Dojo at uSwitch
uSwitch is located on the first floor of the ZPG building at 5 Copper Row, London, SE1 2LH, London (Click on the map for directions)
What 3 words location: [https://what3words.com/puts.sudden.else](https://what3words.com/puts.sudden.else)
The Clojure dojo is a collaborative way to learn Clojure/ClojureScript through practice. The aim is to learn a little more than before you started. This event is for those new to coding through to more experienced developers.
We organise into small groups (2-4) people and write code to solve challenges great and small, chosen by those at the event.
We aim to ensure someone in your group has some Clojure experience, so you shouldn't feel lost (well no more than all developers do when Stack Overflow is broken).
Example challenges for the coding dojo are listed on this website: http://www.londonclojurians.org/code-dojo/
Various past exercises have been loaded to
[https://github.com/ldnclj](https://github.com/ldnclj/lisp1.5/blob/master/src/lisp1/5.clj)
# Approximate schedule:
18:40 Doors open and start collecting suggestions
18.45 Pizza should have arrived
19:00 Quick intros and vote on suggestions
19:15 Break out into groups and start practising
20:45 Gather together for a quick show and tell
# What should I bring?
We organise into small groups, so if you have a laptop with a working Clojure environment please bring it along (there are lots of online Clojure environments, so you can just use your browser too).
# How do I get in to the building?
At the glass doors press the buzzer to inform the security guard you are here. Say you are here for the event on the first floor.
Is there way to talk with the Clojure community?
Why yes. The Clojurians Slack channel is full of friendly people who love to try and help. People based in London are often in the #clojure-uk channel. Sign up for a free account to the Clojurians Slack community via http://clojurians.net/
What is Clojure?
Clojure is a JVM language that has syntactically similarities to Lisp, full integration with Java and its libraries and focuses on providing a solution to the issue of single machine concurrency.
Its small core makes it surprisingly easy for Java developers to pick up and it provides a powerful set of concurrency strategies and data structures designed to make immutable data easy to work with. If you went to Rich Hickey’s LJC talk about creating Clojure you’ll already know this, if not it’s well worth watching the Rich Hickey “Clojure for Java Programmers” video or Stuart Halloway “Radical Simplicity” video .
Cañary Wharf: Enjoy "unas cañas en español" at Canary Wharf
ATTENDEES LIST IS CLOSED until further notice / YOU ARE INVITED TO JOIN THE WAITING LIST BY SENDING AN EMAIL TO: HOLA@SPANISHFOREXECUTIVES.CO.UK
Spanish for Executives we are delighted to organise this "CAÑAS" (a.k.a informal drinks) to speak in Spanish in Canary Wharf with our students and friends.
Please, feel very welcome to join us if you are or a Spanish Student or a native who wants to have a nice evening meeting new and vibrant people.
***
******************** F.A.Q. ********************
********** Will you invite me to something to drink?**********
Yes! The price includes a glass of wine, a beer or a soft drink: up to you!
********** I am a beginner in Spanish, is this for me?**********
Absolutely! We teach Spanish so we have created this Cañary Wharf to help our students to improve their fluency and feel the Spanish mood. Don't panic: you will find Spanish teachers around who will support you during the conversation. You are not expected to be bilingual, just to have a good attitude!
********** I am a Spanish native and I work in the area, can I pop in? **********
For sure! We are pretty sure that you will have a good time, don't hesitate to get your ticket!
We teach very interesting people and our friends are super cool, so, why not? We only ask you to try to don't swap to English as the purpose is to speak in Spanish!
********** Ey I am/ I used to be your student, do I have a discount!? **********
Yes! Drop us a quick email and we will send you the code.
********** Where will it take place? **********
It will take place in Canary Wharf, vibrant business heart of London. We will reveal the details of the venue to our guests per email, so you first need to get your ticket!
********** What should I bring with me? **********
-Good attitude (mandatory)
-Business cards (optional, you never know!)
-Pen and paper (hopefully you will learn a lot!)
-Oyster card (At the end of the event you need to arrive home, don't you?)
********** Why are you guys always talking about Spanish for the REAL business world **********
We are sure that there are millions of great academies in the world to learn Spanish... Present tenses, subjuntivo, "me gusta el verano"... Well, you know what we mean.
Spanish for Executives we know the importance of everything else: the big challenge to get into the real business, big corps and SMEs. All the cultural details to have in consideration at the same time, the etiquette, the "after-work", the timings: all the kind of things that you won't learn "filling the gaps".
You will love us.
Discuss & Social 🍷 Personal boundaries & mixed signals in multicultural London
**Discussion overview:** Whether in social life, dating or work, everyone reacts differently when someone gets too close (or too far), physically or emotionally. But how much is too much? When does it become creepy?
The answer is often personal, but also influenced by our culture: why do some cultures touch and hug everyone - is it romantic or friendly? Why do some overshare or ask about every little detail in life? And if someone asks for space, is it the end, or just going too fast?
In a multicultural city like London where so many different cultures and social expectations meet, understanding different signals such as the need for space and boundaries can help us avoid misunderstandings and interact at the right rhythm.
*Join us for a relaxed group conversation where we explore real life, grey areas, and how our different cultures and backgrounds shape our views about key topics.* *Expect real talk, no judgment, and a chance to learn how others see it.*
**\*Come for the discussion, stay for the friendships. Our weekly discussion series brings together thoughtful people for honest conversations on relationships, life, and society - with warm social vibes before and after.\***
**WHAT TO EXPECT:**
* Good vibes only: we chat big topics in a chill, respectful way. No arguing - just open-minded exchange.
* We warm up with casual socializing (come solo or with friends!)
* The topic starts around 7:45/8pm, wraps around 9:30.
* 🍕 There's pizza, drinks, milkshakes and snacks available at the bar (incl plant-based options)
* And most people stay until late for drinks and mingling!
**DISCUSSION FORMAT:**
**\- Our group conversations are open and flexible\! There is a very soft guided flow to ensure we focus on the key questions\, and to ensure that everyone gets a balanced opportunity to speak\.**
\- We rotate groups intentionally during the discussion so everyone gets to meet a wider mix of people and perspectives\.
\- After the structured part\, you’re free to mix and mingle with anyone\.
**Here's a typical discussion flow, but we may adjust this depending on the turnout:**
\- Introductions and initial thoughts *(\~5 mins).*
\- Group breakouts per question *(\~20 mins x 3).*
\- Final round of opinions *(\~10 mins)*.
\- Mix and mingle\, make new friends\, get drinks etc *(\~until late)*
**Rules & etiquette:**
1\. Debate the topic\, not the participants \- no personal attacks please\.
2\. No phones\, no interrupting\, no bystanding\.
3\. Always follow the moderator/host instructions and guidelines\.
**WHAT IS WORLD CITIZENS?**
We're one of London's longest-running and largest communities. Since 2012 we run socials, cultural activities and stimulating discussions to foster meaningful exchange and learning among London's global professionals. They are inspired by MUN (Model United Nations) and salon discussions and offer a more relaxed and social evening version.
**LOCATION DETAILS**
What: Discussion session followed by social/networking
When: Tuesday, 7:30pm until late.
Where: Curzon Aldgate (bar area), 2 Canter Way, E1 8PS
Closest stations: Aldgate East, Aldgate, Tower Hill/Gateway
Cost: Pay for your own meals or drinks
Hosts: We have a rotating team and the actual host of each event varies. Our regular members can also help you out with basic matters.
*NOTE: like most guests, our volunteer hosts join after work and may arrive after the start time. If you are punctual or earlier than our hosts, we highly appreciate this! Please feel free to start socializing already and/or get something to eat or drink - that’s the point of our events anyway! Our regular members can also help you out with any basic matters.*
**\*Our other weekly events\***
\- Friday evening socials every week
\- Saturday afternoon cafe in Chelsea
\- Canary Wharf socials every other Wednesday
\- Outdoor fun \(hiking\, kayaking\, etc\) every weekend
\- Dining\, cultural and travel activities on\-demand
**JOIN OUR TEAM!**
We're all volunteers, so if you enjoy organizing activities or events in your spare time, while meeting great people every week, send a message to our team account "TP"!
**DISCLAIMER**
We are a 100% volunteer-run team. Though we have high standards in planning, this is a private informal activity so we cannot be liable for any damage or inconvenience. However, we put safety and comfort first. We take all complaints seriously, and take severe action against any harassment, verbal or non-verbal, and anti-social behaviour, towards our guests or team members. We collaborate with the police when needed. We take photos and videos which may include you to help promote the community in line with GDPR Data Protection law, as well as stock photos from Pexels or Unsplash. We may restrict or prioritize guests at our own discretion for safety, quality and logistics reasons. While our team's decisions may not be perfect we ask that you follow our decisions first and raise any disputes to discuss with us later and privately. By attending you understand, agree with and respect all terms of this disclaimer.
London Society TALK - Deep conversations
Have you ever wanted to gather together and talk about insightful topics which broadens your thinking and knowledge? If so, this may be the right event for you.
Welcome to the ‘Deep conversations’ event where you get the opportunity to share your views based on the topics that we may cover.
The last time this was executed, it not only went well but we managed to learn from one another which broadened our thinking.
With this particular event, the topics we’ll discuss are:
* What do you think about literature and why is it so fascinating?
* The power of imagination
* Why are books sometimes better than the movies?
* Are there any genres you like?
* Name me a book that you read and enjoyed
* Would you recommend any authors and if so, who would you recommend and why?
We get so preoccupied with daily life that we hardly have a chance to sit back and think as well as discuss many topics in such depth. When was the last time you sat back and thought about anything in depth which opened your eyes to so many possibilities and broadened your thinking?
Now is your chance to share your views and learn from one another. By participating in this, you could broaden your ways of thinking, learn new lessons or even heal if you have your hidden struggles.
My fellow explorers, if you enjoyed the event, I’m more than happy to accept any donations which of course are optional but will go a long way to help me unlock and deliver even more exciting and engaging events and resources: https://www.paypal.me/calvinjoy
WHAT - Deep conversations
WHERE - Ole & Steen https://maps.app.goo.gl/GTFGZsNTSqggzopx6?g_st=ic
WHEN - 6:45pm - 9pm
MEETING POINT - inside Ole & Steen
NEAREST STATION - Leicester Square station
REQUIREMENTS - Just your good behaviour and respect on one’s opinions.
PRECAUTIONS - This event is capped so if you do RSVP but can’t make it, please change it to ‘not going’ so it enable others willing to attend to be marked as ‘going’. If you do mark yourselves as going, don’t change your RSVP and don’t attend, the next time another event such as this takes place and you rsvp, you will be marked as ‘not going’ as it’s possible you may make commit the same action. Please be mindful about the opportunities for others who are willing to attend.
Disclaimers:
Please be on your best behaviour and respect one another. This group doesn’t tolerate any misbehaviour and misconduct. Should such a thing take place, you will be removed.
If you ask a question that either already has the answer to it or doesn’t relate to the event at all, I won’t respond.
Whenever an event takes place, I will cut off contact 20 minutes after the event commences. If you message even 1 minute after the cut off time, I won’t be available as I’m conducting the event.
There will be photography and videography by myself so if you are photo conscious and/or do not want to be in the video, do kindly inform me and I’ll try my utmost best to not involve you in the picture.
Let’s all be responsible but please be aware you come at your own risk. Do be mindful of your possessions, belongings and most importantly, your safety. The ‘London society of explorers’ accept no risk of liability at this event.
A River Runs Through Me - Creative Writing + a FREE Book!
[YOU CAN ALSO BOOK DIRECTLY ON OUR WEBSITE: https://www.writeandpint.com/events/a-river-runs-through-me-a-mid-week-writing-session]
...
Hi there!
For this session, we'll be casting into the deeper waters of memory, experience, and imagination — using water itself as our guide, from the patter of raindrops to the pull of the open sea. 🌊
The session will be hosted by Stu, a teacher, writer, and lover of everything from the classics through to contemporary literary fiction and comedy. ✍️
If you're already writing something, great! And if you're approaching the page for the very first time — that's great, too! 🌱
**Whoever you are, we'd love you to come and join us.**
**When you arrive, please feel free to buy yourself a drink at the bar, then come and join us in the upstairs function room and say hello to some new, friendly faces before we begin.** 🍺
\*\*\*No experience of creative writing is necessary.
\*\*\*No pressure to read your work in front of the group.
All you need is a pen and pad, or your laptop, as we'll be using guided prompts, freewriting, and open discussion — inspired by art and writing with a watery theme — to explore our senses, our psychology, and how we connect to the natural world. 💧
You're welcome to use this session to work on something you're already writing, but if you're just starting out, this will also be the perfect opportunity to see what surfaces when you dive in. 🐟
We've been hosting writing workshops, social events, retreats, and courses for 10+ years now and we strive to make our events inclusive, friendly, informative, and highly creative. 🎉
If you have **any questions whatsoever, you're very welcome to text 07891948039** and we'll answer as soon as possible! 📱
Otherwise, please RSVP, book the date in your diary — **Tuesday 12th May, 7–9:30pm at the Sutton Arms near the Barbican** — and join us for what promises to be a wonderfully reflective and playful evening. 🌊
Cheers!
Write & Pint
Emacs London meetup
Join us for our next Emacs London meetup held at University College London (UCL). A projector will be available, if anyone wants to give a presentation and/or if helpful to share Emacs tips, for some collaborative debugging, etc.
We might head to a pub for a drink and/or a nibble afterward.
Emacs users of all levels welcome! Interested in Emacs but not really a user? You're more than welcome too!
**Call for presentations**
Fancy talking about your favourite Emacs package? Proud of your latest Emacs Lisp hack and you want to tell everybody? Anything parenthesis-related that's bugging you? There'll be a monitor waiting for you for a short presentation!
Threat Analysis Events This Week
Discover what is happening in the next few days
Free Personality Analysis - Find Your Strengths and Weaknesses
You want to do your best!
You want to realise your potential!
You want to make the right decisions at the right time!
Obviously- you want to be a success!
Do you have all the skills in place?
Do you have areas in your life or personality that are weaker and you feel can stop you or hold you back?
Would you like a free personal consultation to help locate your strengths and weaker areas?
We can help you to maximise on your potential.
If you would like a free 1 hour consult then register now!
We have various times available for your own personal consultation
This is hosted at the Scientology Life Improvement Centre in London.
We use the Oxford Capacity Analysis test.
https://www.scientology-london.org.uk/personality-test/
Bitcoinology: Chain Analysis
**Bitcoinology are back at Cyphermunk House!**
Join us as Ramon takes us on a tour of standard chain analysis tactics and how best to counter them when transacting on chain.
[TICKETS](https://btcpay.btc.aw/apps/rvvVwGSSSiJ7UgtzjmBdxy1Uq6a/pos)
[MEMBERSHIP](https://www.cyphermunkhouse.com/members)
Promotional activities related to shitcoins not permitted.
No unsolicited photograhy.
Peace and love.
AI Signals x Women in Data #31: Storytelling with AI
***[We're leaving Meetup! Going forward, tickets on Meetup will be limited. We encourage you to register via our Luma calendar instead, where the full number of tickets will be available.](https://luma.com/ck2etymg)***
**Agenda**
06:00pm - Doors open
06:30pm - Welcome
06:35pm - [Mariia Borysova](https://www.linkedin.com/in/maria-borysova/), Senior Product Designer at Amazon, "Storytelling in AI"
07:00pm - Break
07:15pm - [Celeste Horgan](https://www.linkedin.com/in/celeste-horgan/), Senior OSS Developer Advocate at Snowflake, "Apache Spark Pipelines: Adventures in Raccoon detection"
07:45pm - Lightning Talk: [Sneha Kalaivanan](https://www.linkedin.com/in/snehakalai/), Senior Product Manager at Tesco, TBD
**Please note you will be unable to enter the venue before 6.00pm.**
RSVPs will close 24 hours before the event, you may be unable to register after this time but you can still watch online.
If you can't join us in person you can watch remotely via [our YouTube channel](https://youtube.com/@ai-signals-community).
**Our hosts may require that we provide a list of all attendees, please ensure that you register with a name that matches your government issued ID or bank card: if you do not we cannot guarantee you entry to the building.**
Please RSVP for the event well in advance if you plan to attend in person and unRSVP if you can no longer attend as limited spaces are available.
AI Security Summit London
**AI Security Summit London — May 14, 2026**
**Join us on this event where we'll dive into working with real AI systems** **— understanding how they break, and how to secure them properly.**
Expect live model exploitation demos, architecture teardowns from teams shipping AI at scale, and hands-on workshops where you’ll actively break systems — then fix them.
From LLM security to AI red teaming and secure-by-default development, everything is grounded in real-world practice from people doing this work every day.
**📍 Venue & Schedule**
* CodeNode London
* 🕘 9:45 AM – 4:30 PM
* 🍻 Happy Hour until 7:00 PM
**👩💻 Who Should Attend**
This track is designed for hands-on practitioners, including:
* Engineers building AI features and infrastructure
* Application Security (AppSec) teams testing those systems
* AI/ML engineers and researchers deploying and tuning models
* Platform and architecture engineers managing pipelines and endpoints
* AI security practitioners focused on detection and response
**🧠 What You’ll Learn**
* Threat modeling for AI/ML with real attack patterns and failure cases
* Securing models, training data, pipelines, and inference endpoints — with concrete configs and code references
* Live red team demos — including prompt injection, misuse chains, and model abuse scenarios
* LLM security hardening — prompt safety, hallucination controls, and abuse mitigation techniques
* Detection & monitoring playbooks — key logs, thresholds, and incident response strategies that work in production
Join us in London to connect with fellow builders and defenders — and leave with practical knowledge you can use right away.
SWARM - London
Something's shifted. The people who've spent years deep in data - the analysts, the engineers, the consultants - are building with AI agents now. **And it's the most exciting thing in a decade.**
New tools. New workflows. Whole new ways of thinking about what data work even means. Everyone's experimenting. Everyone's learning. **Nobody's done this before.**
We couldn't find a community in the UK for people doing this work. So we're starting one. In pubs, with laptops, sharing what's actually working.
No slides. No pitches. No lanyard energy. Just people who build things, showing each other what they've built.
**Bring your terminal. Bring your questions. Bring the thing that's half-working and you can't figure out why.**
More at [swarm.org.uk](https://swarm.org.uk/)
Hack Night London
Register: [https://luma.com/hack-night-tessl-may13-2026?utm_source=neo4j](https://luma.com/hack-night-tessl-may13-2026?utm_source=neo4j)
## What's Hack Night?
Five hours. One room full of builders. Zero fluff. As many demos as we can.
Hack Night at Tessl is a London evening for people who would rather build than posture. You show up with an idea, find a team if you want one, spend a few focused hours shipping with a DJ in the background, and demo what you made before the night ends. Then we head to the pub.
**When**: May 13\, 2026 \| 4:00 PM \- 8:45 PM BST **Where**: Tessl office, London
## Here's How It Works
**4:00 PM - Doors Open**
Check in, grab food, meet other builders, form groups, (or solo hack if you want) and decide what you're making.
**4:30 PM - Opening Context**
Quick welcome from the host and venue partner so everyone knows the flow for the night.
**5:00 PM - Short Technical Remarks**
If there are host or sponsor remarks, they stay short. The point is to get useful context, then get people building.
**5:30 PM - Build Time**
Heads down. Music on. Ship something. Use the time to test an idea, explore a tool, or finally build the thing you've been sitting on.
**7:30 PM - Demo Time**
Show what you made. Get feedback. See what everyone else shipped.
**8:45 PM - Wrap Up**
Final demos, shout-outs, and a clean finish to the night. And of course, Pub! We're heading to a pub nearby for a pint and a proper debrief. Come if you want to keep the conversation going.
The Unscented Transform: Theory and Bayesian Applications
**The Unscented Transform: theory, extensions and practical application to Bayesian inference**
We are delighted to have John Whitamore back at the Bayesian Mixer. Please register here: https://www.tickettailor.com/events/bayesianmixer/2154878
**Abstract:** How can we perform Bayesian inference without resorting to slow random sampling methods? Isn't there a nice, pragmatic way to use the geometry of a problem to use only a very small number of samples, placed deterministically? Isn't there a good, straightforward way to implement Bayesian models in practical settings?
This talk explains the real-world problems that can be solved by the Unscented Transform. It begins with an intuitive introduction to Bayesian methods, discusses the Unscented Transform and connects the ideas to geometry, finite elements analysis and deep learning.
**Bio:** John Whitamore is a Senior Data Scientist at Simply Business, a leading UK InsureTech firm. He has previously served as Head of Data Science for a leading food retailer, as Head of Trading and Systems for an investment management company and as Global Head of Convertible Bond Trading for a European investment bank.
Threat Analysis Events Near You
Connect with your local Threat Analysis community
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
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)
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
TBD
**YouTube Link**
TBD
Cincinnati Model Investment Club Meeting
Our hybrid event takes place both as a face-to-face and as an online meeting using the GoToMeeting software application: [ ](http://app.goto.com/meeting/449766181)[CinMIC LINK](https://meet.goto.com/449766181).
This club is an operating stock investment club, open to the public as an educational opportunity. Each month this club covers an investment educational topic or presents a teaching segment. Stocks are discussed and studied.
Because it is EARNINGS SEASON, we will be having full reports on more than half of our portfolio holdings along with a short educational presentation. There will be a stock study and if time allows, we end the meeting with a "Talkin' Stocks" segment of two quick company overviews.
Investors at all levels are welcome at the face-to-face meeting or online by using this[ ](http://app.goto.com/meeting/449766181)[CinMIC LINK](https://meet.goto.com/449766181). Get to know fellow investors!
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
Fun & easy way to play more tennis (read event description)
We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches.
These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun!
Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up:
https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/
If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works.
Happy hitting!
- Scott
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers
A year ago, “agentic AI” 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.
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space.
No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving.
If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share.
Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/)
Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)





















