Context Driven Testing
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Frequently Asked Questions
Yes! Check out context driven testing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the context driven testing events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find context driven testing events near your location here. Connect with your local community and discover events within your area.
Context Driven Testing Events Today
Join in-person Context Driven Testing events happening right now
GrafanaCON Local meetup: Berlin
This event will feature a recap of the [GrafanaCON](https://grafana.com/events/grafanacon/) keynote, combined with fresh voices from your own community.
Grafana team members walk through Grafana 13 and the most impactful improvements across the platform. Learn about how Grafana is becoming easier and safer to operate as production infrastructure, with updates that improve configuration management, recovery, and long-term maintainability. The session showcases significant advances in core user workflows, including more flexible and powerful dashboards, with improved performance.
Whether you’re building dashboards, scaling Kubernetes, contributing to open source, or just getting started - this meetup is for you!
**🎟 Free to attend**
🍕 Pizza + soft drinks provided
🤝 Built for connection
💡 Real talks from real practitioners
**6:30 - 7:00:** Arrivals and pizza 🍕
**7:00 - 7:45:** GrafanaCON recap presentation – David Kaltschmidt
**7:45 - 8:00:** Q & A
**8:00 - 8:10:** Break ☕
**8:00 - 8:30:** **Understanding the Grafana Eco-System and Community Contributions**
Usman will talk about the Grafana ecosystem, covering the LGTM stack, other tooling, and the plugin catalog, and shine light on the various ways the community can get involved, whether that's through code contributions, improving documentation, or reporting bugs.
**8:30-8:40: SumUp**
Note that by registering for this event you consent to related event & product communications from Grafana Labs and agree to our [code of conduct](https://grafana.com/events/events-code-of-conduct/).
Interkulturelles SprachCafe
**Wir genießen ein paar Snacks und einander kennenlernen ein bisschen. Danach sitzen wir in Gruppen und reden über verschiedene Themen.**
Web talks at Mozilla
Save the date! The Mozilla Meetup series continues with talks focused on modern web technologies.
To account for typical **no-show rates**, we’ve opened more RSVP spots than we can physically accommodate. Based on our last event, only about 36 of 100 registered participants (including Mozillians) attended in person. **We will admit attendees on a first-come, first-served basis and will need to close the doors once we reach room capacity (around 50 people).**
Note that this event operates under the [Mozilla Community Participation Guidelines](https://www.mozilla.org/about/governance/policies/participation/).
**18:00 - Doors open**
**18:30 - Keep Off My LAN: Firefox's Implementation of Local Network Access**
In June 2025, researchers exposed Local Mess — a tracking vulnerability where Meta Pixel and Yandex Metrica scripts abused localhost access to silently track millions of Android users across the web. The web platform had a long-standing hole, and Firefox moved quickly to help close it.
This talk presents Local Network Access (LNA), the emerging standard that finally tackles these threats along with a backlog of security vulnerabilities tied to localhost and local network devices. It walks through the specification, Firefox's implementation, and the real-world deployment challenges encountered along the way and how they were mitigated.
Beyond the "what," this talk opens up a conversation. As LNA is still taking shape in the WICG, it's a chance for people building in the local network and localhost space — and for the adblocker and anti-tracking community, especially those running DNS-based blockers (Pi-hole, AdGuard Home, and similar) — to surface edge cases, breakage, and threat models that should be designed for. Anyone running services on localhost / local network, or operating local DNS-based tracking protection, is invited to share what LNA needs to get right.
About the speaker: Sunil Mayya is a software engineer on Mozilla's Firefox Networking team, based in Nuremberg, and a core contributor to Firefox's implementation of the Local Network Access standard.
**19:30 - The Devil is in the Defaults - what to do about XSS**
This session is about latest defenses against Cross-Site Scritping (XSS), the most prevalent security issue of all times. We will showcase typical XSS bugs and how they can be avoided. We will also explain why previous mechanisms fall short of protecting web sites at scale and why we believe Trusted Types and the Sanitizer API can help closing this gap.
The presentation will also give hands-on advice to enable security and development teams adopting these new protections. We will close with a bit on security considerations and remaining risks.
About the speaker: Frederik Braun is a security engineer and manager working on Firefox.
💼🧠 Neurodivergent Co-working & Networking 💬🌈
This **coworking and networking** meetup is for neurodivergent people to get our tasks/projects/work done and to connect with other neurodivergent, whether for focus work or just finding someone who understands what you’re working on.
**PLEASE READ THE EVENT DESCRIPTION BELOW:**
So we can be self-accountable for our own comfort.
**Location:** Werkräume inside Humboldt Forum https://maps.app.goo.gl/Jw5totHbQadfsJsE8
The **exact area** of Werkräume where we cowork will be updated in the **pinned comment on the event page**, as it is a public space and we cannot reserve a specific spot.
**How to find Werkräume:**
* **If you are starting from the Front Desk:**
Find the large escalator behind the front desk. Go up to the 1st floor (one level above ground floor).
* **If you are starting from the Humboldt Bistro:** go to the other building. Find the escalator and go up to the 1st floor (one level above ground floor).
* **Final Destination:** On the 1st floor, look for the Werkräume sign.
**What to expect:**
* We usually use **[Pomodoro method](https://en.wikipedia.org/wiki/Pomodoro_Technique).** **When you are late** and the session has started, just take a seat and start working until break time.
* However, **feel free to work with how you are most comfortable with.** What's important is, we all become accountability buddies.
✨ **Notes:**
1. **This a public place so bring your sensory management tools (earphone, stim toys, etc).** We can´t control the environment if there are other groups having their activities.
2. **The Werkräume can't be reserved** so we will all help each other by occupying the seats.
3. The place has wifi, locker and toilet.
4. The space has power plugs, but only in specific areas. Please ensure your devices are charged before coming.
5. **Food & drink:** there is a Bistro but pricey. Feel free to bring your own. **IMPORTANT:** No eating in the Werkräume. Use the public visitor seating instead.
6. **Bring a coin for the locker.** Security may ask you to store bags in the lockers outside the Werkräume.
7. **PLEASE EDIT YOUR RSVP if you can't come.** This helps us better manage the coworking session. Your update is much appreciated.
8. **All organizers are volunteers who are neurodivergent individuals.** We ask you to **be kind to us** and for your **support in making the event an enjoyable** for everyone.
**Till then busy bees!**
Flutter Berlin June
**Flutter Berlin Meetup — we're back! 🎉**
We're back with a new meetup, and this time **Here Technologies** is hosting us — huge thanks for the venue!
Two talks on the lineup, covering two very different but equally hot corners of Flutter: automotive navigation and on-device AI.
🕕 **Starts at 6:00 PM** 📍 **Here Technologies office, Berlin**
***
**🚗 Talk 1 — Itai Shalom** *Lead Software Engineer @ Here Technologies*
**Building a Navigation App in Flutter: Map Rendering on Android & Android Auto**
How do you build a full navigation app in Flutter — with the map rendered on Android and running on Android Auto? Itai dives into how the Here team leverages Flutter for this and what makes their app unique.
***
**🤖 Talk 2 — Ioannis Gerardis** *Software Engineer · Flutter Dev · AI Dev*
**A Flutter App Powered by Local AI: From Synthetic Data (n8n) to Apple Silicon Fine-Tuning (MLX, Gemma)**
On-device AI for emergencies. The full journey — from generating synthetic data with n8n to LoRA fine-tuning on Apple Silicon. Stack: **Gemma 4 E2B · MLX · n8n Synthetic Data · LoRA Adapters**. If you're curious about running and fine-tuning models right on the device, this one's for you.
***
Expect plenty of technical depth, good conversation, and of course some networking. Come hang out! 🍕
See you there, *Flutter Berlin Community*
Rust Berlin on location 🏳️🌈 - Edition 014
**Rust Berlin on location 🏳️🌈** is a new, informal in-person Rust meetup group in Berlin.
We are a interactive meetup format interested in mob coding, deep diving and problem solving together.
We build toy projects, share experiences, discuss technology and learn new cool stuff.
And you are welcome to join!
No matter if you are writing Rust production code every day, if you already contribute to Open Source projects or want to start doing so, if you use Rust in hobby projects or if you are just curious what the hype and buzz is all about, you are very welcome!
To coordinate and plan activities, please join our **[Rust Berlin on location 🏳️🌈](https://rust-berlin.zulipchat.com/join/gap4pdbz7xsquliiz7tgcyuk/)**[ Zulip chat](https://rust-berlin.zulipchat.com/join/gap4pdbz7xsquliiz7tgcyuk/)!
**Planned programme**
Being an informal meetup, we are open to anything between just meet and talk, explore nerd snipes and rabbit holes, mob code together, plan and build fun projects, tinker with electronics, and presentations with Q&A.
With the [introduction](https://berline.rs/2026/04/01/berlin-talks.html) of the new [Rust Berlin Talks](https://berline.rs/about#rust-berlin-talks) meetup series, **[Rust Berlin on location 🏳️🌈](https://berline.rs/about#rust-berlin-on-location)** strengthens its focus on social community experience, the exchange of knowledge, ideas and perspectives, and the joy of spontaneity.
This time, Florian Gilcher will give a small **workshop on structured and safe usage of *\`unsafe\`***. We will look at some common use-cases and
how common hazards can be avoided.
Anyone is invited to bring their projects and questions, show something, ask something, or explore a topic together. The best conversations and deepest rabbit holes can emerge out of seemingly nowhere.
**Projected upcoming meetups**
We schedule regular meetups on Thursday evening every four weeks, using the slot between the Berlin Rust Hack and Learn online meetup (every two weeks), and the Rust Nuremberg online meetup (every four weeks).
11 June 2026 is our fourteenth meeting Our next projected meetings are going to occur on the following dates:
* 9 Jul 2026
* 6 Aug 2026
* 3 Sep 2026
* 1 Oct 2026
* 29 Oct 2026
* 26 Nov 2026
**Location**
Our meetup location is the new shared office community space of Ferrous Systems, Slint and KDAB in Berlin Mitte, for up to 25 people.
We are expecting to use this space as our default location for the time being, with the IN-Berlin e.V. community space in Moabit as backup.
Regardless, as our group might eventually outgrow the locations' size limit, we are low-key looking for bigger locations. If you know a fitting location, then please let us know in our Signal group! Another workable way might be to split the meetup into smaller, interest-specific sub-groups instead.
As the no-show rate on Meetup.com is rather high, consider showing up even if you are on the waiting list. We can't promise that there is any space left, but usually there is. So give it a shot!
**Accessibility**
The location has an elevator and a wheelchair accessible bathroom. Please note that the bathroom is two floors down from the meetup space.
On our quest for a bigger location, we are going to pay special attention to accessibility.
**Community**
We aim to create a safe place for everyone and adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/).
Inclusivity is very important to us. If you are curious about Rust, but unsure if you are welcome to join: Yes, yes you are. Please come to the meetup! If you have special needs, please get in contact, we will try to accommodate you as best we can.
We are part of [https://berline.rs/](https://berline.rs/) and like to hang out in the **[Rust Berlin on location 🏳️🌈](https://rust-berlin.zulipchat.com/join/gap4pdbz7xsquliiz7tgcyuk/)**[ Zulip chat](https://rust-berlin.zulipchat.com/join/gap4pdbz7xsquliiz7tgcyuk/). You are very welcome to join!
June 11th, [In-Person] Elixir Meetup
👋 Hallo und 💜-lich Willkommen to the Elixir Berlin Meetup.
After a break because all of the bank holidays in May, we are back with the **"happy b10000 birthday, bitcrowd"** edition, since its 16 years when bitcrowd was founded.
There's gonna be some modest celebration and some great talks. There is even one free slot still available!
If you're new to the community the best way to introduce yourself is [to submit a talk](https://github.com/elixir-berlin/planning/issues/new?template=talk.yml)
⏰ Schedule
18:45: Doors open
19:05: Welcome & Announcements
19:15: 🗣 "Famous last words: Let's build a custom solution" by Agathe
19:45: 🍺 break 🍵🧃
20:15: 🗣 TBA
20:45: ⚡️ Lightning talks and socializing, and a bit of celebration
We want to encourage members of the Elixir community to share what they're working on. If you want to give a lightning talk at this Meetup, contact one of the organizers with a short description of your talk - or [submit a talk](https://github.com/elixir-berlin/planning/issues/new?template=talk.yml)
See you all there 💜💜💜
Context Driven Testing Events This Week
Discover what is happening in the next few days
Berlin Singles Relational Lab — Facilitated Connection Experience
Tired of dating apps or surface-level social events?
This is different.
Relational Labs is a guided connection experience for singles who want more honest, playful, emotionally intelligent interaction — without performance, pressure, or endless small talk.
This is not speed dating.
Not networking.
Not “pitch yourself to strangers.”
It’s a facilitated relational container rooted in psychology, emotional intelligence, attachment work, social dynamics, nervous system awareness, and real-world human connection — made practical enough that you can actually live it instead of reading another 50 books about it.
## What happens
• A 2-hour guided online relational experience
• Real-time connection exercises designed to create authentic interaction
• A format that adapts in real time to whoever is present
• Optional participant-led in-person continuation afterward
• WhatsApp connection thread after the session
## This may be for you if:
• You’re tired of shallow or repetitive social spaces
• You want deeper connection without forced intimacy
• You enjoy personal growth, psychology, communication, or relational work
• You’re open to meeting people in a more intentional way
## Important
This experience runs with whoever is present and takes its own shape each time.
Sometimes expansive.
Sometimes intimate.
Both are the real thing.
Booking happens through our website.
👉 Reserve your spot:
[https://consciousconnectionsclub.com/join](https://consciousconnectionsclub.com/join)
Optional in-person continuation: same day or within 48 hours depending on the city
Most people come alone.
People often leave surprised by how quickly strangers can feel human, warm, honest, and real.
Sometimes awkwardness turns into ease.
Sometimes curiosity turns into chemistry.
Sometimes people simply remember what it feels like to actually connect again.
German Placement Test at Sprachenatelier
**How good is your German? Take our free [German Placement test online!](https://www.sprachenatelier-berlin.de/en/topic/5474.german-placement-test.html)**
At [Sprachenatelier](https://www.sprachenatelier-berlin.de/en) you can test your level for free before you start your language course! The test takes only 15-20 minutes and you should take it at least 2 weeks before your course starts.
Sign up for it here on our website: [www.sprachenatelier-berlin.de](https://www.sprachenatelier-berlin.de/en/topic/5474.german-placement-test.html)
**We look forward to seeing you!**
Friday Evening Drinks
To find us, look out for "The Red Stonker" which looks like:
https://meetu.ps/3mjhSm
[Use a web browser, as the App does not go to the right place]
Every Friday evening we gather for an English speaking meetup for some social drinks. The venue varies from week to week, so please check the location for each event.
If you have any suggestions for where you might like to meet next time, please send me a message. If you run a biergarten, bar, or other suitable location and would like some customers, send me a message.
The number of attendees varies as you can see from the past events, but there is usually at least 50. We have a mix of nationals and internationals working, studying, visiting, or just living in Berlin. Free to attend, everybody is welcome, so grab a drink and come say hi.
**NEW FROM BERLIN EVENING SOCIALS ***
check out our new Instagram Page! Reels,photos and stories. drop us a follow!
https://www.instagram.com/invites/contact/?utm_source=ig_contact_invite&utm_medium=copy_link&utm_content=114pmtfn
Chitta Walks - Awareness in Motion
Chitta Walks is for people whose days move fast, while the mind never fully lands. Thoughts keep looping even when nothing is urgent. The body moves, but attention is elsewhere. Over time, this disconnect drains clarity and ease.
This walk is a simple reset.
We meet in Berlin’s Tiergarten and walk at a gentle pace. Parts of the walk are in silence, with light guidance and a few short prompts. The walk itself is the practice, bringing body and mind back into the same moment.
No apps. No performance. Just a clear space to slow down and notice what is happening.
If you want to slow down without withdrawing from life, join a Chitta Walk.
✨ **What to expect (approx. 90 minutes):**
* A short arrival and orientation
* A guided silent walk (phones off, no conversation)
* One concise science-based impulse on attention or stress
* Optional reflection in pairs or small groups
* A simple takeaway or experiment for daily life
🚶**Who this is for:**
* Professionals, creatives, and people in transition.
* People who feel mentally busy and want more clarity and balance.
* Those curious about mindfulness, but grounded and practical.
* Anyone comfortable with silence and gentle self observation.
🔔 **Practical notes:**
* Duration: 60-90 minutes
* Wear comfortable shoes and weather-appropriate clothing
* No prior experience needed
* Group size is limited to keep the space quiet and focused
🧭 **Facilitator:**
My name is Partha Sarathi, you can call me PS. I have lived in Berlin for over 12 years. With a background in physics and materials science, my interest in mindfulness grew through personal experience with stress and health challenges. I facilitate the space and structure of the walk, inviting shared exploration rather than instruction.
🤔 **Why Chitta Walks?**
Chitta is a Sanskrit word referring to the mind or field of awareness, used here in a practical, non-religious sense.
Chitta Walks is about noticing how the mind works by slowing down and walking together. Mindful walking makes thought patterns visible in real time, while moving and sensing in the world.
The name points to a simple capacity: noticing what is happening in the mind without immediately trying to fix, judge, or optimize it.
🌿 **Possible effects:**
A calmer nervous system.
Clearer attention.
A felt sense of being more present in your body.
Subtle insights into how your mind reacts under everyday conditions.
A quieter, more grounded way of moving through the city.
**Come as you are. Walk. Notice. Leave with a little more space inside.**
Lean Coffee for Managers & Leaders
Join us for an upcoming in-person Lean Coffee meetup. Lean Coffee is a lightly-structured meeting format where the attendees create the agenda.
Bring your management challenges; whether you're managing people, products, processes or beyond, and solve them together with peers from a diverse set of backgrounds.
This event is great for anybody trying to create better ways of working and wants to share with + learn from others trying to do the same.
MBTI Summer Meetup ☀️🌳✨@ Monbijou Park
Hi everyone, join us on Sunday, June 14, at Monbijou Park for a fun afternoon all about MBTI and other interesting topics. Whether you’re deep into cognitive function theory or you just heard about MBTI this week, we’re happy to have you here. Looking forward to seeing you there!
Our group aims to bring together people who are interested in self-development and self-improvement using MBTI and cognitive functions, in order to learn more about the theory and share our experiences with it. Another reason for this meetup is to meet people with whom you might potentially get along really well based on your type. This can lead to meaningful connections :)
Although the meetup is geared towards people who are interested in learning about MBTI theory and using it to improve their lives, our conversations aren’t only about that! We talk about anything and everything. So it's more like a regular social meetup with the aim of avoiding small talk :)
You can also join our WhatsApp group chat here: https://chat.whatsapp.com/KzEwl2YD5K9F6adO7kvqPO
Sunday Tech Coffee Meetup
Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin.
We are usually inside and to the right. Ask the barista/bartender if you can't find us.
Context Driven Testing Events Near You
Connect with your local Context Driven Testing community
Customize the IDE: Building Extensions for Visual Studio Code - Alan Barber
**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**
*Customize the IDE: Building Extensions for Visual Studio Code*
Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs.
In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling.
The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options.
**YouTube Link**
TBD
CONNECTED Westerville Mastermind Group
Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.
QA or The Highway 2026
QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry.
This is a ticketed event please register here:
https://www.qaorthehwy.com/
Featured Keynote Speakers:
**Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\.
**Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.
Stop Guessing: A Product Person's Guide to AI Adoption
## 🤝 Host Information
A co-hosted event by ProductTank Columbus & Women in Product Columbus
💡 About the Workshop
AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge.
This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow.
Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required.
🛠️ What to Bring
Laptop: Fully charged and ready to go.
AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!)
🍕 Logistics & Perks
Food & Drink: Pizza and drinks provided!
Parking: Plenty of free spaces available on-site.
###
Contra dance June 20 (First Unitarian Universalist Church) note new time!
# **Saturday, June 20, 2026**
**Beginners’ Session 1:30 to 2:00 PM**
**Dancing 2:00 to 4:30 PM**
**Band: Gem City Revelers**
**Caller: David Mould**
**You are invited to join us for dinner at Olive and Lime (in the church’s back parking lot) after the dance.**
**Location: First Unitarian Universalist Church, 93 W. Weisheimer Road, Columbus, OH 43214.**
**Cost is $10 for adults, $5 ages 12-25.**
**New to dancing? A beginners’ session, from 1:30 to 2:00 PM, will get you started. You will learn some basic figures that will be repeated in the afternoon’s dances. All dances will be taught and no partner is needed. Dancing is from 2:00 to 4:30 PM.**
**Please bring your own refillable water bottle.**
**All Soles Dance upcoming dance dates are, as follows:**
**July 25, 2026–Summer Potluck and Dance**
**No August Dance**
**September 26, 2026**
**October 17, 2026**
**November 21, 2026**
**December 19, 2026**
**Visit our website at: https://firstuucolumbus.org/connection/all-soles/**
Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI
Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans.
We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans.
Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served.
This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation.
About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**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










![June 11th, [In-Person] Elixir Meetup](https://secure.meetupstatic.com/photos/event/2/d/8/7/highres_534551655.webp?w=640)













