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Frequently Asked Questions
Yes! Check out outsourcing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the outsourcing events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find outsourcing events near your location here. Connect with your local community and discover events within your area.
Outsourcing Events Today
Join in-person Outsourcing events happening right now
ClickHouse London Meetup
Hey there, data enthusiasts and ClickHouse aficionados! We've got some exciting news to share - our next meetup is on the horizon, and it's going to be in London!
Get ready for a delightful mix of mind-boggling data tales, insightful conversations, and maybe even a surprise or two up our sleeves.
But here's the deal: to secure your spot, make sure you register ASAP!
**Location:** *The Lighterman -* 3 Granary Square, London N1C 4BH
**Agenda:**
6:00 - 6:30 - Arrival and Check-in
6:30 - 7:00 - **AI Dashboards & Time-Travel Debugging Kubernetes -** Rory Crispin, ClickHouse
7:00 - 7:30 - **Curing LLM amnesia with chDB and ClickHouse -** Shuva Jyoti Kar, Palo Alto Networks
7:30 - 8:00 - **ClickHouse @ Fluidstack** \- Xander Garbett\, Fluidstack
8:00 - 9:00 - Food, Drinks, and Conversation
Property, Construction & Trades - Business Networking Event in London
**Looking for a business networking event in London for property, construction, and trade professionals?** Join us in Fitzrovia for a quality networking evening bringing together business owners, contractors, landlords, and professionals connected to the built environment.
Hosted by GMax Card — a digital business card platform helping business owners share all their contact details through one simple link.
## What to Expect
A relaxed but professional networking evening designed for meaningful business conversations and quality connections.
Meet people across property, construction, maintenance, and business services in an atmosphere that feels social, productive, and well-organised - not an overcrowded conference or random pub meetup.
Whether you're looking for new clients, trusted suppliers, partnerships, referrals, or industry contacts, our hosts are there from the start to help make introductions.
## Who You'll Meet
* Property professionals and landlords
* Builders, contractors, and construction professionals
* Electricians, plumbers, HVAC, and maintenance specialists
* Interior design, fit-out, and renovation professionals
* Estate agents, letting agents, and block management professionals
* Business owners and service providers working with property and trade sectors
* Finance, mortgage, insurance, and property investment professionals
## How the Evening Flows
18:30 — Arrival & welcome
19:00 — Short introductions
19:30 — Open networking
21:30 — Close
Hosts are there from the beginning to help facilitate introductions and conversations.
## Venue: The Refinery at Regent’s Place
A modern and spacious venue in the heart of Fitzrovia with a relaxed professional atmosphere - ideal for quality networking and business conversations.
Located moments from Warren Street station, close to Euston.
## Entry & GMax Cards
Free RSVP: Event access only
Paid ticket (when available): Includes a contactless GMax Card (please ask the host to claim your card)
## Dress Code
Smart casual
## Hosted by
GMax Card - a digital business card platform helping professionals and businesses share all their contact details through one simple link.
## Important Info
* 18+ (ID may be required)
* Photos/video may be captured by CineEye Audiovisual Production Studio
* Attendance is at your own risk
**Limited spots available - early registration recommended!**
Unleash your Joy. Join Our Doggy Luv and Wellness Club. Enjoy free refreshments
🐾 Unleash the Joy: Join Our Doggy Luv and Wellness Club! 🐾
Are you a dog enthusiast yearning for the companionship of these incredible creatures?
Do you find solace and joy in the presence of furry friends, even if you don't have one of your own? We invite you to experience an hour of pure canine bliss at our Doggy Luv and Wellness Club!
🌟 What to Expect: A Furry Fiesta!
Embark on an adventure into the world of boundless love and joy with our playful pack of dogs, ranging from 1 year and older.
**You don't need a dog of your own for this unique experience, as we bring our own family dogs to shower you with unconditional love and therapeutic benefits.**
🐶 Why Attend?
For Dog Lovers Without a Dog: If you're a devoted dog lover without a furry friend of your own, this is your golden opportunity to bask in the warmth of canine affection.
Missing the Pitter-Patter of doggy Paws: Whether you've heard the pitter-patter of doggy paws in the past or simply miss the experience, our event allows you to reconnect with the healing energy of spending time with dogs.
Serotonin Boost Guaranteed: Immerse yourself in an hour of pure joy, as our dogs provide a genuine serotonin boost. Let their love and playfulness elevate your spirits.
🌈 Your Canine Hour Awaits: Activities Galore!
Choose your own adventure with our furry companions:
Relaxation Station: Unwind after a long day as our dogs instinctively provide the calm and comfort you need. Feel the soothing presence of a canine friend by your side, ready to warm your lap.
Playtime Extravaganza: Embrace your inner child and play with our playful dogs. From fetch enthusiasts to those who love a good romp, our pack has it all.
🍬 Sweeten the Experience: Light refreshments will be provided to enhance your time with our canine companions.
🎟️ Limited Spots Available: Reserve Your Canine Hour Now!
Entry is priced at £15 per person for an hour of doggy delight. To ensure an intimate experience, we limit each session to only 12 people, preventing overwhelm for our furry friends.
📆 When: Every Wednesday, 7pm to 8pm📍 Where: Herne Hill, SE24
**🐾 Join the Pack: My Dogs, Our Love, One Unforgettable Hour! 🐾**
Book your spot now and let the magic of dogs weave its spell on your heart.
Softward Engineerng: What AI Changes and What It Doesn't
# Software Engineering Through Continuous Crisis: What AI Changes and What It Doesn't
Join us for an exclusive Innovators Guild event exploring how AI is reshaping engineering, software development, and the future of tech careers. This session features leaders from DataArt and Marketing Pot, sharing insights from 25+ years of technological disruption.
🔗 RSVP: https://luma.com/v6yum32a
🔍 What You’ll Learn
* How AI is changing the role of engineers
* What “AI‑assisted development” and “vibe coding” actually mean
* How delivery models are evolving in the AI era
* Why software economics may shift dramatically in the next 5 years
* How AI is disrupting marketing across industries
* Which skills will matter most for future tech careers
🎤 Speakers
**Dmitry Bagrov** — UK Managing Director, **DataArt**
Bringing experience leading through the dot‑com crash, 2008 crisis, COVID, and now the generative AI wave.
**Alina Zaiets** — Founder, **Marketing Pot**
Former DataArt marketer, now advising B2B SaaS brands on AI‑driven marketing.
🤝 Who Should Attend
Software engineers
AI practitioners
Tech leaders
Product managers
Founders
Anyone curious about how AI is transforming the tech industry
**📅 Event Details**
📆 19 May 2026
🕡 6:30 PM (arrival from 6:00 PM)
📍 Landmark Office, Monument
(Exact address shared upon RSVP)
All Out of Bubblegum Film Club 139 / Tár
Tár is a 2022 psychological drama film written and directed by Todd Field. Cate Blanchett stars as Lydia Tár, a world-renowned conductor, whose life unravels after she is accused of misconduct. The supporting cast includes Nina Hoss, Noémie Merlant, Sophie Kauer, Julian Glover, Allan Corduner, and Mark Strong. Tár received critical acclaim, especially for Blanchett's performance and Field's screenplay and direction. At the 95th Academy Awards, Tár received six nominations, including Best Picture. Blanchett won the BAFTA, Golden Globe, and Critics' Choice Movie Award for Best Actress, and was nominated for the Academy Award and Screen Actors Guild Award the same category. Tár is widely regarded as one of the greatest films of the 21st century in numerous retrospective lists published since 2023, including the New York Times, New York, IndieWire, and Rolling Stone.
Please note we will not be showing the film at the meeting. Make sure you watch the film before you attend and then come and join in with the conversation. It’s just a discussion. It’s not a screening.
We will be meeting in The Ludski Bar in the Rio Cinema.
[https://www.riocinema.org.uk/your-visit/](https://www.riocinema.org.uk/your-visit/)
You are welcome to bring outside food in with you but please buy your drinks from inside the cinema. Thank you.
...
To join the All Out of Bubblegum Film Club WhatsApp Group please click here: [https://chat.whatsapp.com/J2to1MBd4Ct7kQTFFVnyML](https://chat.whatsapp.com/J2to1MBd4Ct7kQTFFVnyML) (in order to stop spam bots this will take you to a Waiting Room. Once in please write your name and we will join you to the main chat).
If the link doesn't work then please send me a message with your phone number and I can add you directly.
Meetup charges subscription fees. If you would like to make a donation please click here: [https://paypal.me/philosophycollective](https://paypal.me/philosophycollective)
Global Excel Summit 2026
The [Global Excel Summit](https://globalexcelsummit.com/?via=lem) returns on the **19-20 May 2026** and it will be Hybrid - so a mix of in-person in London (venue is Soho Place Theatre) and online.
This is a paid event and as a London Excel Meetup group member, you get a special 15% discounted price by applying code **LEM15** at checkout.
This is the ultimate Excel event with
✅ 2 days in-person learning (19 & 20 May)
✅ 30+ Main Stage presentations covering the MS Power Stack (Power BI, Power Automate, etc), AI, Data Viz, Analytics, Finance and Accounting, Python, Formulas, and more.
✅ Full access to the virtual platform
✅ Awesome chance to network with other Excel & Power BI professionals and companies
✅ All event recordings
✅ 30+ CPD hours and CPD certificate of attendance
✅ Optional Masterclass sessions to sign up to on 18, 21, and 22 May 2026
**Early Bird Tickets**
Only 43 early bird tickets remain, so best **move fast** to secure yours before they run out.
What is an early bird ticket?
Well it is 30% off, so your £545 in-person ticket becomes £382 (for 2 days Excel learning).
Use code **LEM15** for an additional 15% off this price. Crazy good value!
Get your [Global Excel Summit 2026](https://globalexcelsummit.com/?via=lem) ticket today.
Be sure to RSVP on this event page so other members know that you're going, but RSVP does not confirm attendance. It is a paid event and requires a ticket.
I hope to see you there.
Outsourcing Events This Week
Discover what is happening in the next few days
Automating Greener Code: Using AI Agents to optimise software efficiency
There are many resources available for guidance on how to write code that is efficient and results in more sustainable software applications, but applying these at scale can be challenging, and often isn’t a priority for busy teams.
GitHub have recently released Agentic Workflows, a way of specifying automation tasks in human-readable format to be performed by an AI agent as part of a GitHub Actions workflow. In this talk, Max Mizzi from GitHub's Sustainability team gives an overview of Agentic Workflows, and will demonstrate how they can be used to improve software efficiency through both structured green software rules and autonomous performance engineering. He'll finish by walking through a real-world use-case showing how the technology helped to dramatically reduce the energy consumption - and carbon footprint - of a major website.
Come along if you want to learn more about using AI to improve the energy efficiency of your software.
Check out the Green Software Brighton [website](https://greensoftwarebrighton.co.uk/) for links to previous talks.
Arrive from 18:00 for pizza and drinks. Event will start at 18:30. We always head for a drink and a chat locally afterwards too.
---
***Thank you to Runway East for use of their space to host our events and to Silicon Brighton and the Green Software Foundation for supporting us.***
Southbank Vinyl
We're now meeting each month at the Bear in Camberwell, where great food and drink options are available, and we can get some time on their decks. Come along with a bunch of vinyl you'd like to play and share with us.
Think farewells, breakups, departures, endings and moving on. From tear-stained torch songs to bittersweet bangers. Maybe it’s Don McLean driving the Chevy to the levee, John Denver leaving on a jet plane or Fleetwood Mac going their own way, pack those records that capture the feeling of leaving something behind, grab a drink and join us for a farewell.
Grab a drink, enjoy some records. And don't forget to RSVP!
Beyond the Build: Product Strategy, Trust, and User Behavior in the Age of AI
**📣**AI didn’t just change how we build products, it exposed the cracks in how we design, ship, and make decisions.
**This meetup brings together three perspectives on the real challenges of AI products:** getting users to use them effectively, managing unpredictability and trust, and rethinking product strategy when execution is no longer the constraint. Together, these talks shift the focus from technology to judgment, design, and product thinking.
\#\# Agenda:
**18:00** \- Gather & Mingle\.
**18:30** \- Opening remarks\.
**18:40** -"**Shipping AI features isn’t enough**" by Ellie Jacobs, Product Director LTX @ Lightricks
**19:00** - **"Shipping Products That Are Almost Right"** by Meital Kochawi Levin, Senior Product Manager @ Bringg
**19:20** - **"Product Strategy in the AI Era"** by Hadas Sheinfeld, VP Product @ ProductX.biz
**19:40** \- Networking & Mingle Time
**20:00**\- Close
🗣️First talk by **Elli Jacobs**
**"Shipping AI features isn’t enough"**
Users often fail to get value from AI-based features, because they don’t use them “correctly.” This talk explores the hidden gap between capability and usage, and how product teams can design experiences that guide users toward better outcomes without adding friction or requiring education. It’s about turning AI from something impressive into something reliably useful.
🗣️ Second talk by **Meital Kochawi Levin**
**"Shipping Products That Are Almost Right"**
Long before LLMs, non-deterministic systems forced teams to grapple with unpredictability, trust, and imperfect outcomes. This talk distills hard-earned lessons into a practical framework for building and managing such products—defining where accuracy matters, designing for failure, and turning users into active contributors to improvement. It offers a grounded approach to making “unreliable” systems feel dependable.
🗣️ Third talk by **Hadas Sheinfeld**
**"Product Strategy in the AI Era"**
AI hasn’t changed the essence of product strategy, but it has removed many of the constraints that once shaped it. As execution becomes easier, the real challenge shifts to prioritization, judgment, and building long-term advantage. This talk redefines how to think about strategy in a world where speed is no longer a differentiator, and exposes the gap between teams that truly have a strategy and those that never did.
\#\# Audience:
* CPO
* VPs
* Head of Product
* Product Director
* Product Pros
👉 Join us for an insightful and inspiring meetup packed with practical takeaways.
\* The number of seats is limited , so do hurry up and book yours.
\*\* Prior to the meetup, you will receive an email containing a QR code, which you will be required to present upon entry to the event.
\*\*\*We’re aware of the Tube strikes in London next week, but fortunately, from Wednesday afternoon through Thursday, train services are expected to operate as usual, so there should be no difficulty getting to the meetup.
Indian Professionals in London AI Bootcamp
Join fellow Indian pros in London for a day of fun, hands-on AI bootcamp where you’ll level up your skills and network for all levels!
**AI Bootcamp: Practical AI for Everyday Work**
Hands-on session where participants discover how AI can save time and improve daily work through real examples, simple prompts, and immediate takeaways.
**Key Topics Covered**
**AI Fundamentals & Ethics:** Understanding AI capabilities, limitations, and responsible use.
**Prompt Engineering:** Techniques for using tools like ChatGPT and DALL·E.
**No-Code/Low-Code Tools:** Utilizing platforms like Zapier, Canva AI, and Notion for workflow automation.
**My Job, My AI Use Case" Activity**
Worksheet exercise: identify one repetitive task from your job, turn it into an AI use case, build simple prompts.
**Industry-Specific Use Cases:** Real examples from operations, HR, finance, retail, marketing, healthcare admin. Shows specific problems AI solves faster.
Casual Badminton in Southwark 🏸
Sign up before the event starts at [www.thesocialsport.com.](http://www.thesocialsport.com./)
Our New Sport Every Week session for Southwark Casual Sports Club. We will be playing badminton at Canada Leisure Sports Centre on Sunday, 24th May from 11 am to 12 midday.
**What is Social Sport?**
Social Sport was set up to face two main challenges in cities like London:
1. Limited opportunities for those moving here to meet new people and socialise in a genuine, healthy way.
2. Lack of casual sports clubs for young professionals.
We started with our New Sport Every Week session, voted for by people in our community. Since then, we have played over 21 different sports. Additionally, we also play weekly sports, which are set up based on feedback from those who join our events!
**Please note this session is popular and has a set number of places. If you do not secure your place prior to attending, and the event is full, you will not be able to play.**
AI Bootcamp
**Please make sure you get a ticket**
**only RSVP won’t count**- https://www.eventbrite.co.uk/e/indian-professionals-in-london-ai-bootcamp-tickets-1988464324322
AI Bootcamp: Practical AI for Everyday Work
A Hands-On Meetup Experience
About This Session
Whether you’re running a startup, leading a team, or looking to work smarter — this session shows you how to practically implement AI in your work. Real use cases, live demos, and hands-on building. No fluff, no theory overload.
Duration: 3 Hours
Format: Interactive + Hands-On
Level: Beginner to Intermediate
What We’ll Cover
• What AI Actually Is — Cut through the hype. Understand what AI and automation can realistically do for your business or role today
• AI Across Industries — Use cases from startups, operations, HR, finance, sales, marketing, and customer success
• AI Automation in Practice — Where automation fits: workflows, lead handling, content pipelines, internal ops, and more
• Live Demonstrations — Watch AI tackle real business problems — from generating SOPs to summarising data to drafting investor-ready content
• Build Your Own Use Case — Map one challenge from your business or job to an AI solution and build your first working prompt or workflow
• Group Sharing — Peer learning across founders, operators, and professionals from different industries
• Safe & Smart AI Use — Governance, limitations, what needs human oversight, and how to build AI into your team responsibly
• Your 30-Day Implementation Plan — Leave with a clear starting point: one use case, one tool, one action
What You’ll Leave With
• A mapped AI use case specific to your business or role
• A working prompt or automation blueprint you built in the session
• A 30-day plan to implement AI in one area of your work
• Practical frameworks for evaluating AI tools and workflows
• A network of founders and professionals building with AI
Who Should Attend
• Startup founders exploring how to use AI to scale without scaling headcount
• Team leads and operators who want to automate repetitive processes
• Professionals looking to use AI to do higher-quality work, faster
• Anyone serious about moving from curious about AI to actually using it
Bring your laptop. Come with one business problem in mind. Leave with a plan to solve it.
GDG London x Invicity: Empowering Women in Tech
Brand & Build with AI: Empowering Women in Techwith Google Developers Group London x Invicity
Event Description
What if your technical skills weren’t the only thing advancing your career?
In today’s world, visibility is leverage, and the most impactful women in tech know how to build, showcase, and own their narrative.
Join Google Developer Group London and Invicity(The Ultimate Global Membership Community for ambitious young professionals) for an evening designed to help you turn your skills into a powerful personal brand, using cutting-edge AI tools and real-world strategies.
Whether you're a student, founder, early-career builder, or experienced operator, this event will give you the tools to stand out, get noticed, and unlock new opportunities.
What You’ll Learn
How to use Google Gemini & AI tools to craft standout LinkedIn content and CVs
Building a credible technical presence through GitHub, portfolios, and blogs
Turning your work into visible proof of expertise
Why personal branding is a career accelerator (and how to do it authentically)
How to navigate tax-efficient decisions when working in tech, from payroll and workplace pensions to setting up as a sole trader or limited company.
Speakers
Hear from an incredible lineup of women across tech, data, and engineering:
Kasia Dutch | Software Engineer @ Starling Bank A multi-award-winning engineer and founder of Code Your Confidence. Kasia is a career-switcher and mentor who has been recognized on the GirlCode Diversity & Inclusion Power List. She is an expert in technical storytelling and empowering women to communicate their value without apology.
Onyekachukwu Faith Ojumah | Software Engineer & Technical Writer Faith is a full-stack developer and a passionate technical communicator. With experience spanning engineering and community leadership, she specializes in making complex technical concepts accessible. She will be sharing how to bridge the gap between "writing code" and "building a credible online presence."
Ruchika Jha | Computer Science @ Northeastern & Robotics Lead A 5x Hackathon winner and Co-President of the Robotics Club, Ruchika specializes in autonomous engineering and Flutter development. She is also a national award-winning writer and professional Kathak dancer recognized by the UAE Ministry. As Workshop Lead, she combines technical depth with creative storytelling to help you build a multi-dimensional professional brand.
Kim Qin | PA to the CEO @TBA Global & Founder of Nova Entertainment Kim is a founder, community builder, and startup operator working across accounting, tax, entertainment, and tech. As PA to the CEO at TBA Global, an international accountancy firm, she supports business operations and works closely with professionals, founders, and growing companies. She previously served as Operations Director at a tech company that raised £2 million in seed-stage funding. Kim also currently serves as Secretary of the UK Society of Chinese Accountants and as a Global Partner at a stealth-stage AI company, and is a member of the China Culture Promotion Association. She will be sharing practical guidance on setting up a company, tax efficiency, and navigating the financial decisions that come with building a career or business.
🛠️ Event Format
18:00 – Welcome & Networking (Powered by Invicity) - Meet ambitious, globally-minded women building across London
18:30 – Intro - GDG London & Invicity - Why we did this event?
18:40 – Talk 1 - Kasia Dutch - Master the ASK: How to Advocate for Your Success
19:00 – Talk 2 - Kim Qin - Tax Efficiency for Tech Professionals & Future Founders
19:20 – Interactive Workshop - Ruchika Jha - Visibility as a Career Catalyst - Google Gemini. Note: Bring your laptop.
20:15 – Networking & Food (Powered by TBA Global) - Get real-time feedback + connect with speakers & peers
💡 Why This Event
We believe that for women in tech, the work doesn't always "speak for itself", you have to give it a voice. This event was born from a simple idea: your online story should do the heavy lifting for you. We want to empower every woman to leverage their visibility so that opportunities find them, rather than the other other way around.
GDG London is proud to provide the platform and technical ecosystem to showcase this talent, while Invincity continues its mission to bridge the gap between ambition and opportunity. Together, we are building high-signal experiences that turn global potential into local impact.
🥂 The Experience
Expect a thoughtfully curated evening with:
High-quality networking (no awkward small talk)
Hands-on, actionable insights
Light catering & drinks
A community of ambitious builders, creators, and operators
Light catering & drinks – Generously supported by TBA Global, an international accountancy firm providing practical accounting and tax insights.
🎟️ Who Should Join
Women in tech
Students & early-career professionals
Anyone looking to build a stronger professional presence
Builders curious about AI, personal branding, and career growth
🤝 Our Partners
A huge thank you to the partners making this evening possible:
Halkin: Our incredible venue sponsor, providing a world-class space for the London tech community to connect.
TBA Global: Our accounting and tax partner, supporting founders, professionals, and growing businesses with practical financial and tax guidance.
📍 Location & Details
📅 Wednesday, May 20th, 2026
🕕 18:00 – 21:00
📍 Venue: Hosted at Halkin Offices, South Bank, SE1 (Near Waterloo/Blackfriars) - Full address sent to confirmed guests
Agenda
---
Hosted By
Goran Minov, Regional Technical Strategist | GDG Organizer
I am a Cyber Security Architect specialising in Identity & Access Management (IAM). My passion lies in architecting secure Google Cloud solutions and building Android applications.
I currently serve as a Senior Technical Account Manager at Okta. As a key member of the customer success team, I'm dedicated to ensuring customers fully maximise the value of their Okta investment, focusing on automation and efficiency within their identity and access management solutions. With a background that spans various technical and leadership roles, I bring deep expertise in transforming complex identity challenges into streamlined, secure, and user-friendly experiences.
Stefan Cornea, GDG Organizer
Chris Bouloumpasis, GDG Organizer
Sara Mita Gabriel, Organiser
Renuka Kelkar, GDG Organizer
Sumith Damodaran, PM / GDG Organizer
Tom Colvin, Organiser
Tom Colvin is CTO of Apptaura, the app development specialists; and founder of Conseal Security, the mobile app security experts. He has been a developer for over 20 years and worked with Android since Cupcake. He is a Google Developer Expert in Android.
Mihaela Peneva,
---
Partners
TBA Global (https://www.tbagroup.uk/)
TBA Global — Experts in Global Tax, Product Compliance & Accounting
17+ years of experience | 60,000+ satisfied clients
Chartered Accountants and Tax Advisers helping businesses grow worldwide.
Halkin (https://www.halkin.com/)
Halkin is a London-based provider of premium, flexible, and serviced workspaces, offering private offices, coworking areas, and meeting rooms across 9 locations in areas like Mayfair and the City.
---
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-london-presents-gdg-london-x-invicity-empowering-women-in-tech/.
Outsourcing Events Near You
Connect with your local Outsourcing 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
Rays Of Light Spiritualist Church Service
Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel.
Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger.
Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life.
Please visit our Official Church Website (http://raysoflightchurch.com) for more information.
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
Libera Animae - Freeing the Soul
Main Library, Meeting Room 2B
Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen).
Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection.
All backgrounds are welcome.
Building Momentum: From Ambiguity to Execution
**Building a great product is one thing—building momentum behind it is another.**
Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations.
In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
You’ll walk away with insights on how to:
* Build and sustain momentum across teams
* Adapt to changing priorities without losing direction
* Scale products thoughtfully in complex environments
Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward.
Come connect, learn, and swap stories with fellow product professionals.
\-\-\-
Food and drinks will be provided by Switchbox, our generous host.
Free parking will be available at the front and back sides of the Switchbox Office.
How to Take Control of YOUR Mental Health
It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind.
Find out what the reactive mind is, and in the process find yourself.
Here is the secret of being positive and free:
Thinking positively is not enough.
You also have to get rid of the negative thinking.
Your mind is like a garden.
You can plant many beautiful flowers in it, but if you don't get rid of the weeds when you plant your flowers, the weeds will soon take over the whole garden.
A positive thought is like a flower in your mental garden, and a negative thought is like a weed.
You cannot expect to have a positive mindset if you continue to have negative thoughts dwelling and growing there.
So, how do you get rid of the negative thoughts? That's what this Meetup is all about. Attend this local meeting and find out!
The Meetup event will be led by a consultant who had helped many people live happier in life.
Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there.
This group is created by the Dianetics & Scientology life improvement center.
Building Opportunities: Government Contracting Panel
To secure your spot please register on the official registration site here --> [https://www.eventbrite.com/e/building-opportunities-government-contracting-construction-panel-tickets-1988031527816](https://www.eventbrite.com/e/building-opportunities-government-contracting-construction-panel-tickets-1988031527816)
Part of the Pathways to Procurement series. Hear from construction and government leaders, followed by networking.
Join us for an engaging panel discussion designed to connect businesses within the construction and government ecosystem.
We're bringing together experienced professionals from local government, construction, and related industries to share insights on upcoming projects, procurement processes, and what businesses need to know to successfully engage in public-sector opportunities. Panelists will discuss trends, expectations, and real-world considerations when working with government entities.
Following the panel conversation, attendees will have the opportunity to **network with panelists and fellow business owners**, build relationships, and continue the discussion in a relaxed setting with light food and refreshments.
**Event Highlights**
* Networking
* Light food and drinks
* Panel Discussion: Expert guidance on upcoming city projects and opportunities
Whether you are actively pursuing government contracts or looking to better understand the landscape, this event offers valuable perspectives and meaningful connections.




















