AWS Cloud Adoption Framework
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AWS Cloud Adoption Framework Events Today
Join in-person AWS Cloud Adoption Framework events happening right now
PyBerlin 59 - March event
**PyBerlin: March event**
**Sponsor**: Spiced Academy
**Location:** Spiced Academy, Ritterstrasse 12-14, 10969 Berlin, Germany
**Agenda:**
6:30 pm – Doors open: snacks, drinks, networking
6:55 pm - Welcome from PyBerlin
7:00 pm - Welcome from the sponsor - Spiced Academy
**7:10 pm** – **What Actually Changes Customer Behavior? Causal Thinking Across Attribution, Segmentation, and Growth // Dr. Maryam Ramezani-Bartsch**
Customer data is often used to explain what happened: attribution assigns credit, segmentation groups users, and dashboards track performance. Yet marketers and business leaders still struggle with a more fundamental question: what actually changed because of our actions?
This talk introduces causal thinking as a practical way to interpret customer data across attribution, segmentation, and growth. It shows why correlation-based metrics can be misleading and how counterfactuals and incrementality help teams ask better questions when they look at results. A concrete email campaign example illustrates how causal uplift modeling separates customers who would have purchased anyway from those whose behavior truly changed.
The goal is to help data scientists, marketers, and decision-makers move from reading metrics to reasoning about incremental impact and to make better decisions because of it.
Speaker's bio:
Dr. Maryam Ramezani-bartsch is a data and analytic leader with over 20 years of global experience building and scaling customer analytics and data science teams. She has led the development of customer data, marketing measurement and targeting capabilities for global brands such as adidas, Sky, Delivery Hero, and Zalando, helping embed customer-centric, data-driven decision making across organizations. Her work focuses on building customer data models, causal analytics, experimentation, and developing teams that turn insights into sustained business impact.
**7:40 pm - Python 3.14 & 3.15 news! // Hugo van Kemenade**
The release manager will share some of the exciting things in the newest versions of your favourite programming languages.
**7:50 pm - break**
**8:10 pm** – **Your Next On-Call Engineer could run Locally //** **Anthony Alaribe**
What if your next on-call engineer wasn't a person, but a Python agent running on your machine?
Inspired by the explosion of local agents like OpenClaw, this talk explores what happens when we point agentic workflows at the systems we monitor.
We'll walk through the checklist most engineers actually run during on-call: checking dashboards, tailing logs, correlating errors with recent deploys, and then explore how to build a custom Python agent that automates these checks using tools like LangGraph, OpenTelemetry, and the Anthropic SDK.
You'll leave with a working starting point and a new way to think about what agentic AI can do beyond chatbots.
Speaker's bio:
Anthony has spent over a decade building software at companies like Opera, and DeliveryHero. He has faced his fair share of dealing with unreliability software and breaking changes in APIs, including losing over $2m in orders to such an incident, amongst other war stories. Say hi when you him. He loves conversations about AI, databases, and programming languages.
**8:40 pm – What makes XGBoost so powerful // Rakibur Rahman**
XGBoost (Extreme Gradient Boosting) is one of the most influential machine learning algorithms of the last decade, originally developed by Tianqi Chen. It has become the default choice for structured (tabular) data problems, widely used in both industry and data science competitions on platforms like Kaggle.
This talk explains why XGBoost works so well, from both a mathematical and practical engineering perspective.
Speakers bio:
Rakibur Rahman, PhD is Senior Coach of Data Science & AI at Neuefische/Spiced Academy, Berlin, with 20+ years of analytical problem solving and data analysis experience. With a background in Theoretical Physics, he is keen to apply cutting-edge machine learning algorithms and AI tools for driving positive business impact. Endowed with the ability to present complex ideas in simple pedagogical form, he delivered 50+ professional talks at the international level. His global experience includes working/studying in the USA, Germany, Italy, Belgium and Bangladesh.
9:10 pm - closing
This event will be only in-person. Please check our Code of Conduct and official health regulation in Berlin before coming. If you feel some signs of sickness, please consider skipping this event and attending another time. We will have plenty of events in different formats in the future.
Looking forward seeing you all!
🌿🤖 Berlin Software West – Offener Tech‑Stammtisch
Willkommen beim offenen Stammtisch der Berlin Software West Community!
Unser Meetup richtet sich an alle, die Lust auf Austausch, neue Perspektiven und lockere Gespräche rund um moderne Softwarekultur haben.
Der Stammtisch ist themenoffen, aber häufig beschäftigen uns u.a.:
**🔋 Nachhaltige & ressourcenschonende Softwareentwicklung**
* Wie entwickeln wir effizienter?
* Welche Architekturen, Tools oder Patterns sparen Energie & Ressourcen?
* Nachhaltigkeit als Qualitätsmerkmal moderner Software.
**🤖 KI‑Agenten & intelligente Systeme**
* Praktische Agenten‑Setups für Alltag & Business
* Autonome Workflows
* Chancen, Risiken und reale Anwendungsbeispiele
Dazu kommen natürlich alle anderen Themen, die euch interessieren – egal ob DevOps, Cloud, Produktideen, Security, AI/ML, Startups oder einfach das „Tech‑Leben“ in Berlin.
Keine Agenda, kein Pitch‑Zwang, keine Slides – nur ehrlicher Austausch und inspirierende Gespräche.
**🌿🤖 Berlin Software West – Open Tech Meetup**
Welcome to the open tech meetup of Berlin Software West!
This gathering is for anyone who enjoys exchanging ideas, discovering new perspectives, and having relaxed conversations about modern software culture.
The meetup is topic‑open, but recurring themes often include:
🔋 **Sustainable & Resource‑Efficient Software Development**
* How can we build more efficient systems?
* Architectures, patterns, and tools that reduce energy and resource consumption
* Sustainability as an essential quality of modern engineering
🤖 **AI Agents & Intelligent Systems**
* Practical agent setups for everyday work
* Autonomous workflows and orchestration
* Real‑world use cases, opportunities, and challenges
Beyond that, anything else you’re passionate about is welcome: DevOps, cloud, AI/ML, product ideas, system design, security, startups — or simply the tech life in Berlin.
No agenda, no slides, no pressure. Just open discussion and genuine community vibes.
Stress relief Breathwork
A 45-minute pranayama and breath-awareness class designed for working professionals and busy minds. This session offers gentle, nervous-system–supportive breathing practices that help release mental fatigue, calm stress, and restore clarity - without forceful breathing or breath retention.
Each class includes a short, accessible explanation of the breathing approach, followed by guided practice and quiet integration, making it suitable even during a lunch break.
No prior experience is required.
[HYBRID] [March] Golang Meetup
Hello Gophers,
Welcome back for another year of Go talks and networking!
Would your company like to host our meetup? Let us know!
If you'd like to give a talk - submit your proposals here: http://goo.gl/forms/54YvJT223F
All talk formats work: short talks (5-10 min) as well as regular length (25 min).
If you have more ideas - talk to us at the Gophers slack: https://invite.slack.gobridge.org/ in the #berlin channel, and follow us on twitter: https://twitter.com/gdgberlingo
**Speakers:**
*Ashley Mensah* is a Developer Relations engineer at NetBird, working on open source networking and developer experience.
**Hosts:**
**NetBird** is an open-source networking platform written in Go that enables teams to securely connect devices and services across cloud, on-prem, and edge environments with minimal operational overhead. Designed for simplicity and performance, it helps developers build and manage private networks without complex infrastructure. Its developer-first approach and modern, secure connectivity make it a natural fit for the Go ecosystem.
**Antler** is a global early-stage VC firm that partners with exceptional founders from day zero to build impactful, scalable companies.
Join in person at:
Antler - Jägerstraße 32, 10117 BerlinBerlinhttps://maps.app.goo.gl/Qak36Ubey9JumTUe6
or virtually at: https://youtube.com/TBD
This is a hybrid event. Join the event virtually at https://gdg.community.dev/events/details/google-gdg-berlin-golang-presents-hybrid-march-golang-meetup-2/
or in person at
Antler - 32 Jägerstraße Berlin, 10117
***
Agenda
7:00 PM: Networking
Networking over drinks and food
7:30 PM: Welcome
Welcome words from the organizers
7:35 PM: Talk 1: Guard Duty / Ashley Mensah, Developer Relations engineer @ NetBird
Self-healing reconnection engine with multi-source events and exponential backoff
8:10 PM: Announcements and break
Announcements, HR lost & found, open mic
8:30 PM: Open discussion: how AI is changing the job market and hiring
9:05 PM: Networking
Networking over drinks and food
***
Hosted By
Natalie Pistunovich, Organizer
Ole Bulbuk, Organizer
Tim Scheuermann, Organizer
Anderson Queiroz,
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-berlin-golang-presents-hybrid-march-golang-meetup-2/.
Soundground: free improvised music workshop
**A place to meet sound, without maps**
Facilitated by **Vesti Gium (they/them)**
Everyone enters as they are.
No score. No threshold of skill.
We follow the room, moment by moment—
listening, nudging, letting the music find itself.
A breath, a shoelace, a laugh, a footstep—
each carries weight.
Silence is welcomed; noise is celebrated.
There are no wrong directions here.
We practise a listening that reaches outward and inward:
to ourselves, to one another, to the space we shape together.
That is where the music begins.
* 🌀 Bring a voice, an object, an instrument, a movement—or nothing at all.
* ✨ **Priority given to FLINTA folks and people with migration backgrounds.**
* 🎧 No experience needed. Curiosity is enough.
* 📍 Berlin – \[theodorstraße 5,12099]
* 🗓 Every Wednesday 17: 30
* 📬 DM or email **[vestigium.impro@gmail.com](mailto:vestigium.impro@gmail.com)** to join
Come make sound—come be heard.
Angels & Beers - Investors only
**Are you an angel investor or an institutional investor?**
Join us for **Angels & Beers** — a relaxed, no-pitch evening dedicated to connecting current and future angel investors in the Berlin community.
This edition is organised together with Start-Up investment Accelerator, Leapfunder, and Startups. Berlin.
**RSVP on** - [https://luma.com/mv1nsig6](https://luma.com/mv1nsig6)
**Startups. Berlin** is the largest startup network in Berlin. Powered by the [Flock](https://joinaflock.com/) team, it brings together founders and investors for bi-weekly networking events.
**Startup Investor Accelerator**, by Mossy Ventures, helps build stronger, more investable startups while growing the next generation of angel investors within local ecosystems through hands-on learning and real investment experience. Their 3-month program brings together aspiring investors to evaluate real startups, conduct due diligence, and make a group investment, all while gaining practical insights into early-stage investing.
**Leapfunder** is a European platform that connects startups with early-stage angel investors through a simple, standardized investment structure. It allows investors to easily diversify their portfolio, support promising startups from the ground up, and benefit from improved access, transparency, and seamless cross-border investing across Europe.
This gathering is **exclusively for individuals who are actively investing in startups**. Whether you're just getting started or already have a portfolio, it's a chance to share experiences, exchange insights, and grow your network — all in an informal setting over a drink.
Not sure if you fit the profile? Reach out — or drop by and let's talk.
**Please note: this is for investors only, and you must RSVP on** [https://luma.com/mv1nsig6](https://luma.com/mv1nsig6)
AWS Cloud Adoption Framework Events This Week
Discover what is happening in the next few days
Agentic AI Engineering Lab #4 – Cloud-Native Foundation: The Echo-Agent in a Box
To build truly autonomous systems, we need to move beyond local setups. This session is about **creating a stable, containerized foundation** that allows us to abstract from infrastructure in future sprints.
**The Plan:** We will containerize a basic agent and deploy it to Google Cloud Run. This creates a repeatable environment where our results can be hosted, scaled, and accessed via stable endpoints.
**This is a "Lab" session. We will:**
* **Show & Tell:** Briefly discuss the move from local scripts to containerized services.
* **Hands-on Building:** Containerize a Python/FastAPI/JS/TS agent using Docker.
* **Cloud Deployment:** Push our images to the cloud and go live on GCP.
**The Format**
We run our sessions like an anthology series: **Every meetup is a standalone sprint.** While we often build on previous results, each session provides a complete experience and remains fully accessible to first-time attendees. This is a high-density micro-meetup limited to 6 seats.
**What you'll build**
By the end of the session, you'll have:
1. **A Dockerized Agent:** A portable container containing your agent logic.
2. **A Cloud Deployment:** Your agent running on GCP Cloud Run with a public URL.
3. **Foundation for the Future:** An environment ready for Inter-Agent Communication (Sprint #5).
**Schedule (Saturday, 10:00 - 13:00 CET)**
* **10:00:** Quick round of introductions.
* **10:15:** Intro session: Docker, Containerization, and GCP Basics.
* **10:30:** **Build time:** Hands-on experimentation and Cloud Deployment.
* **12:00:** Live demos + technical teardown.
* **12:45:** Wrap-up + takeaways.
**Prerequisites**
* **Google Account:** Essential for GCP access and project setup.
* **Laptop with dev setup:** Docker installed and working.
* **Access to an LLM API:** (Gemini, Claude, OpenAI, etc.).
* **Mindset:** This is a lab for engineers, not a tutorial. We learn by building, breaking, and iterating.
**Logistics**
* **Location:** We meet at my office in the Grunewald area near Martin-Luther-Krankenhaus. The exact address will be shared privately with attendees to maintain privacy.
* **Capacity:** Limited to 6 seats.
EM Kata #17 - Unconference: AI & Tech Leadership (Two Tracks)
**Last meetup before the summer!** This time, we are trying a new format — **EM Kata Unconference**.
**Two tracks:** AI in software delivery and fundamentals of tech leadership. Participants can propose topics and either give a short talk or host a discussion.
**Want to give a talk, discuss a challenge, or bring your own case?** Write to [Alik](https://www.linkedin.com/in/oleksandrgolub/) on [LinkedIn](https://www.linkedin.com/in/oleksandrgolub/).
After this event, EM Kata will take a **summer break** while we focus on launching a new product that will help many people in Germany **pass their German exam Confidently**.
❗❗❗ **Register here** ➡️ https://luma.com/c2vcpxao ⬅️ ❗❗❗
**❓ What is an EM Kata?**
EM Kata is a playground where Engineering Managers\* can practice their skills and receive immediate feedback.
**\* - 👨🔬 / 👩🔬EM Kata is also beneficial for**
* **Senior Leaders:** Head of Engineering, Engineering Directors, VPs, CTOs - to practice and enhance mentoring and coaching skills.
* **Tech/Team Leads:** To acquire essential skills for a successful transition to an EM role.
* **Software Engineers:** To gain insight into EM responsibilities and explore if a leadership career path interests them.
Each small group works on identifying the root causes of the challenges by analysing them from different perspectives, determining the most efficient strategy to solve them, developing a detailed plan, and necessary team constellation changes & architecture.
**🕑 Event Schedule**
18:00 – Doors open for snacks, drinks, and networking
18:30 – Introduction
18:50 - 21:00 – EM Kata Unconference
21:00 till 21:30 — Networking and discussions.
**📍 Venue**
**Delivery Hero**
Oranienburger Str. 70
10117 Berlin
**📣 Spread the Word**
**Love our meetups?** Help us grow the community!
Share your experience on LinkedIn—whether it’s what you’ve learned, key takeaways, or why you enjoy EM Kata. By spreading the word, you’ll help more engineering managers and aspiring tech leaders find a safe environment to practice and enhance their skills.
We believe it’s much more fun to have fun with friends, so come join us and bring your friends along!
Tag us **#EMKata #Meetup by #SEML about #TechLeadership**.
**🤝 Sponsored by Delivery Hero**
A big shout-out to Delivery Hero for sponsoring our event and supporting our mission to foster a tight-knit community of engineering leaders.
**👍 Code of Conduct**
We adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/) to ensure a welcoming and respectful environment for all participants.
Paws & Evergreen Vibes Berlin
Whether the skies are sunny or brooding, our paws keep moving and our circle keeps growing! **Spring is just around the corner**, and the longer days are starting to make the park feel a little more alive again. Join us for **Paws & Evergreen Vibes Berlin**, a relaxed Saturday meetup where pet lovers come together to stroll, play, and connect—no matter the weather.
We’ll meet at the **entrance of Volkspark Friedrichshain (near Paul-Heyse-Straße)** and take an easy walk through the park as everything slowly wakes up from winter. Along the way we’ll stop by the **dog run** so the pups can stretch their legs, chase a ball, or simply sniff around and make new friends. Afterward, anyone who feels like lingering can stick around for a warm or cool beverage nearby and enjoy some laid-back conversation as the afternoon rolls on.
This is a casual, **weather-agnostic weekly meetup**. As the seasons shift and the days get brighter, we’ll keep things flexible and easygoing. If any weather conditions affect the plan, we’ll communicate via the WhatsApp group on the day.
#### Locations:
**Meeting Point:**
**Location:** Entrance of Volkspark Friedrichshain (Paul-Heyse-Straße)
**Google Maps:** [Meeting Point](https://maps.app.goo.gl/utKU6peeZVrHwwRq7)
**Play Area:**
**Location:** Hundeauslaufgebiet Volkspark Friedrichshain
**Google Maps:** [Dog Run Area](https://maps.app.goo.gl/5LKEj9i9PFPZgdsj9)
**Optional Hangout:**
Nearby cafés or benches—bring your own beverage or grab one locally!
#### Event Details:
**Purpose:** To enjoy a relaxed outing with our pets, explore a beautiful Berlin park, and foster a welcoming community of dog lovers in any weather.
**Agenda:**
* **14:00 - 14:30:** Meet near the Paul-Heyse-Straße park entrance. Introduce yourself and your dog.
* **14:30 - 15:30:** Take a stroll through Volkspark Friedrichshain, stop at the dog run if the pups are feeling playful.
* **15:30 - 17:00:** Optional: stick around for drinks or a sit-down nearby—bring your own or pick one up.
#### What to Bring:
* Your pet
* Water and snacks for your pet
* Pet waste bags
* Leash and park-friendly gear
* A jacket or blanket (because Berlin can surprise us)
#### Additional Notes:
Please ensure your pet is friendly and comfortable around other animals and people. If weather affects the plan (e.g. heavy rain or heat), we’ll adjust accordingly and update the group via WhatsApp. Feel free to message me if you'd like to join!
#### Addendum for Non-Pet Parents:
We warmly welcome non-pet parents to join our gathering and enjoy the company of our furry friends. We kindly ask you to follow these guidelines to ensure a safe and enjoyable environment for everyone:
* **Respect Boundaries:** Always respect the boundaries of pets and their owners.
* **Seek Permission:** Before interacting with any pet, please seek permission from the pet parent.
* **Approach Calmly:** Approach pets calmly and avoid sudden movements that might startle them.
* **No Feeding:** Do not feed any pets without explicit permission from their owners.
* **Supervised Interaction:** Ensure that all interactions with pets are supervised by their owners.
Looking forward to sharing another gentle, joyful Saturday with you at **Paws & Evergreen Vibes Berlin**—see you (and your pups) in the park!
Berlin Options Trading Round Table – Monthly Meetup
Join us for a relaxed after-work gathering of the Berlin Options Trading Round Table. Experienced traders come together to share insights on strategies, risks, and opportunities in today’s markets.
We discuss volatility, market sectors, commodities, individual stocks, and also dive into future megatrends and their impact on society and markets.
Connect, exchange ideas, and gain fresh perspectives—all in a casual, friendly atmosphere.
We speak German and English!
Agents & APIs Berlin Developer Meetup with Postman
Community Partnership with Postman
Registration
https://luma.com/cc38ppvg
Supercharge your dev game at the **Agents and APIs**
**Developer Meetup** brought to you by Postman.
Do you:
* Need to put your AI agents into production?
* Create APIs that actually scale with your AI app?
* Want to meet other AI & API builders and share best practices?
Then this event is for you!
Join us, along with special guests from \*\*[Monoscope ](https://monoscope.tech/)\*\*and **[Neo4j](https://neo4j.com/)**, for food, networking, live demos, and best practices on how to scale API development and get your AI apps ready for production. Come for the learning, stay for the vibes.
## Speakers
* \*\*[Zaid Zaim](https://www.linkedin.com/in/zaidzaim/),\*\* **Developer Advocate** at **Neo4j,** will walk through context Graphs and how they aid explainable, Decision-Aware AI Agents.
* \*\*[Anthony Alaribe](https://www.linkedin.com/in/anthony-alaribe-293a41bb/?originalSubdomain=de),\*\* **CTO & Co-founder at Monoscope,** will talk about a DIY Agent that could be your next on-call engineer and run locally
* \*\*[Gbadebo Bello](https://www.linkedin.com/in/gbahdeyboh/)\*\*, **Developer Advocate** at **Postman** will present a demo on the new AI native features in Postman and how they fit into your development lifecycles.
Space is limited. Register now, and we look forward to seeing you there!
***
**Keep the Conversation Going**
* Still want more? Join the **[#ai-conversations](https://discord.gg/ajCXuHrXfV)** channel on Postman Discord ([https://discord.gg/ajCXuHrXfV](https://discord.gg/ajCXuHrXfV)) to share your favourite tool, script, or workflow and meet other builders exploring the same space.
* Follow-up threads and resources will be shared after the event, so you can try everything yourself
***
**Legal Stuff**
*Postman, Inc. can send me updates and news about its products and services. I can unsubscribe anytime using the link in an email or by contacting Postman*
Agents & APIs Berlin Developer Meetup
Register: [https://luma.com/cc38ppvg ](https://luma.com/cc38ppvg)
Supercharge your dev game at the **Agents and APIs Developer Meetup** brought to you by Postman.
Do you:
* Need to put your AI agents into production?
* Create APIs that actually scale with your AI app?
* Want to meet other AI & API builders and share best practices?
Then this event is for you!
Join us, along with special guests from \*\*[Monoscope ](https://monoscope.tech/)\*\*and **[Neo4j](https://neo4j.com/)**, for food, networking, live demos, and best practices on how to scale API development and get your AI apps ready for production. Come for the learning, stay for the vibes.
12MIN.ME | BERLIN | STARTUP #1.3 🚀
**🚨🚨🚨 ATTENTION: we moved to luma. please RVSP [HERE](https://luma.com/12min.me_Berlin)🚨🚨🚨**
# [12min.me](https://12min.me/) START UP is a brand new morning format for bold ideas and fresh perspectives
Berlin Startup Community, we’re launching something new.
Together with betahaus, we’re bringing the [12min.me](http://12min.me/) spirit into the morning.
[12min.me](http://12min.me/) STARTUP is a three-part breakfast series, embedded in the well-known betabreakfast format.
Instead of three speakers in one evening, we do things differently.
One morning. One speaker. One focused impulse.
12 minutes. One voice. Zero fluff.
Join us for the first edition of [12min.me](http://12min.me/) STARTUP, a compact morning session for founders, operators, creatives and everyone building things that matter.
**✔️ What to expect**
* One inspiring startup-related talk
* 12 minutes of sharp insight
* Curated exchange over breakfast
* The familiar [12min.me](http://12min.me/) energy, just earlier in the day#
🚀 **The formula stays the same**
* 12 minutes talk
* 12 minutes of Q&A
* 12 minutes of networking
The familiar [12min.me](http://12min.me/) energy, just earlier in the day
**🎤 Our speakers**
**Speaker 1 @March 5**
**[Jonathan Hegel](https://www.linkedin.com/in/jonathan-beisiegel) from [FW Systems](https://www.linkedin.com/company/frachtwerk/)**
Jonathan is the CEO of FW Systems, a specialized system house for open source solutions and IT services with a fixed-price model. After years in traditional IT, where he regularly had to work night shifts due to emergencies, he decided to do things better—for customers and for IT professionals. Today, he help SMEs transform their IT from a constant work in progress to a reliable infrastructure they can depend on.
**Jonathan\`s talk: "How we are completely rethinking system administration as a service for your company"**
Companies cannot possibly do everything themselves. So things like accounting, logistics, and IT are outsourced to external service providers. In the IT sector, system houses have been doing very well for themselves in recent decades! Every little thing is charged for, and if there are any errors, the customer is expected to open a ticket. We are rethinking this! We are applying the “as-a-service” concept from Airbnb, Uber, and Everstox to system administration and taking responsibility. Jonathan will show how this works in his talk.
**Speaker 2 @March 12**
**[Anne Biedermann](https://www.linkedin.com/in/anne-biedermann/), independent wealth partner for women**
Anne has extensive experience across venture capital, single-family-office & HNWI investing, and early-stage operations. She works with investors who are building, inheriting, or stewarding wealth on how to allocate capital with clarity — particularly where venture capital intersects with long-term wealth strategy. Anne also invests personally, giving her a practitioner’s perspective on capital allocation decisions.
**Anna\`s talk: "Not All Capital Is the Same: Decoding Investor Behavior"**
Founders often assume all investors evaluate risk, timelines, and returns the same way and that assumption is costly. This session breaks down how funds, family offices, and individual investors actually make decisions, where founder–investor misalignment typically begins, and how founders can better position themselves for the right kind of capital, not just any capital.
**Speaker 3 @March 19**
**[Immo Ait Stapelfeld](https://www.linkedin.com/in/immoaitstapelfeld/), Co-Founder & CEO at [913.ai](https://913.ai)**
**"From Legal Complexity to Practical AI. How We Help Regulated Industries Use AI Without Losing Control"**
This presentation tells the story of Immo’s transition from a trained lawyer working in mass proceedings to an entrepreneur building AI products for regulated industries. His legal background, combined with hands-on experience as a founder, shaped a pragmatic view on AI. not as a disruptive replacement, but as a controlled and compliant tool. At[ ](http://913.ai)[913.ai](https://913.ai), this perspective enables conservative organizations such as insurers to enter the AI era in a way that respects regulation, responsibility, and existing teams while still unlocking real efficiency gains.
📅 **The series at a glance**
[12min.me](http://12min.me/) STARTUP consists of three independent sessions. Please follow the luma link for registration:
* [March 5, 2025](https://luma.com/yo32qaud)
* [March 12, 2025](https://luma.com/y0wytmck)
* [March 19, 2025](https://luma.com/cucrx8is)
Each session has its own Luma page and can be attended individually.
📍**Event details for the whole series**
* **Location**: betahaus Kreuzberg, Rudi-Dutschke-Straße 23, 10969 Berlin
* **Time**: Doors open 9:30, Start 10:00, End 11:00
* **Entry**: Free entry including breakfast and drinks
* **RSVP:** via [Lu.ma](http://lu.ma/) to save your spot as spots are limited
**Why mornings**
Because good ideas don’t only happen after work.
We believe in strong insights, respectful use of time and real conversations, even before noon.
🎈🎈🎈 Join our WhatsApp group for more details and to engage with the community - [HERE](https://chat.whatsapp.com/FWphInbgYaKJUGv7Uusum9) we go. 🎈🎈🎈
We’re looking forward to kicking off this new format with you.
Lots of love,
Your [12min.me](http://12min.me) Berlin crew
[Sandra](http://linkedin.com/in/sandrakarner), Olha, Silvana, Ben
\*\*\*
**Media rights (picture and video recordings):** Participants agree that photos and video recordings made during the event may be used without any claim to compensation and without any time or space restrictions. The rights to image and video material are transferred to the organiser or the representatives of the press or other parties distributing image and sound material who are present on site, without exception and without any time or place restrictions.
AWS Cloud Adoption Framework Events Near You
Connect with your local AWS Cloud Adoption Framework community
From Idea to Working App in Minutes: The Agentic Development with Amazon Kiro
Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way.
In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents.
In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding.
What You'll Learn - Core Kiro concepts and development philosophy
Feature evolution: pre and post re:Invent 2025
Practical examples: API creation, hooks, and steering docs
Live coding demonstration with real-time problem solving
Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows.
**Speakers Bio:**
Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale.
[https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/)
Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry.
Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives.
Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation.
https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/)
**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
Columbus HUG March
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/
Build Real World AI Apps with Google Antigravity ✨
Please Join GDG Cloud Indy for a live demonstration of latest Google AI Tools for building apps, followed by practical examples of enterprise production. Coming to central Indy.
The Lineup:
11:00 AM AI-Assisted Development with Antigravity
Google Antigravity is an agent-first IDE. We will move beyond standard code completion to explore how autonomous agents can orchestrate terminal tasks, manage dependencies, and perform UI testing directly within the development environment. This session includes a walkthrough of Antigravity's core interface followed by a live demo building a simple full-stack webapp to show how these agentic workflows function in practice.
Speaker : Anil Yanamandra is a Solutions Architect with 17+ years of experience building global, consumer-facing applications. He is currently focused on transforming legacy enterprise processes and systems through the strategic application of Generative AI. A hands-on practitioner in the rapidly evolving AI landscape, Anil constantly explores the latest tools and methodologies to bridge the gap between cutting-edge research and production-ready AI engineering.
11:40 AM Real Life AI Coding Examples
Review real-life examples of applications and utilities created with AI code-assist tooling, as well as security and safety considerations pertaining to developing and using AI tools in a large organization.
Speaker : Jeff Price is a Senior Technical DevOps Manager at Red Hat, and leads a technical team responsible for Enterprise Resource Planning systems and software delivery pipelines for Go to Market systems. He has a background in IT Infrastructure, Public and Private Cloud, and DevOps.
The Perks:
🎁 Exclusive GDG Swag for attendees!
🍕 Pizza & Soft Drinks (for in-person guests).
🤝 Networking & Q&A with local industry leaders.
Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/
See you there!
P.S.-> Parking Vouchers instructions will be available to attendees for Free garage parking.
This is a hybrid event. Join the event virtually at https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-build-real-world-ai-apps-with-google-antigravity/
or in person at
Lacy School of Business (LSB) , Dugan Hall (DH 118 Classroom) , Butler University - 625 Butler Way Indianapolis, 46208
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Agenda
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Speakers
Anil Yanamandra
Anil Yanamandra is a Solutions Architect with 17+ years of experience building global, consumer-facing applications. He is currently focused on transforming legacy enterprise processes and systems through the strategic application of Generative AI. A hands-on practitioner in the rapidly evolving AI landscape, Anil constantly explores the latest tools and methodologies to bridge the gap be…
Jeff Price - Red Hat (Senior Technical DevOps Manager)
Jeff Price is a Senior Technical DevOps Manager at Red Hat, and leads a technical team responsible for Enterprise Resource Planning systems and software delivery pipelines for Go to Market systems. He has a background in IT Infrastructure, Public and Private Cloud, and DevOps.
Host
Olga Scrivner - Scrivner Solution Inc. (President)
Olga is an Assistant Computer Science and Software Engineering Professor at Rose-Hulman Institute of Technology. She is also a President and Co-Founder of Scrivner Solution Inc. Olga’s passion is upskilling and mentoring women in STEM. She is a Women TechMakers Ambassador and a member of the Executive Committee for the IEEE Women in Engineering (Central Indiana) chapter. Olga’s current researc…
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-build-real-world-ai-apps-with-google-antigravity/.
ServiceNow's Got Talent
Builders, creators, architects, admins, consultants - come one, come all. This one's for you.
We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform.
Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live.
So basically, America's Got Talent but make it ServiceNow's Got Talent.
Bring a notepad if you'd like 'cause you'll definitely be learning something new.
Each presenter gets 10 minutes max to wow the crowd with:
• A demo
• A real-world business solution
• A bold idea
• A UX transformation
• Or a creative use of the platform
Judging Criteria:
🏆 Business Value
🚀 Innovation
✨ User Experience
This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value.
Come learn. Come support. Come get inspired.
Refreshments and bites will be provided.
And maybe next time… you’ll be on stage.
Documentary at the Gateway (Pompei: Below the Cloulds)
Buongiorno! Director Gianfranco Rosi's newest documentary is out: Pompei: Below the Clouds. The Gateway is screening it this weekend. Andiamo alle 4.30pm venerdi' sera!
I'll be there at 4.20 in the lobby.
It's happy hour pricing so tickets should be only $7,75
Ecco il link:
https://gatewayfilmcenter.org/movies/pompei-below-the-clouds-2026/
Rise and Shine with Atlassian - Downtown/Nationwide
Come chat about Atlassian tools and best practices at the Nationwide Sunny Street Cafe and Breakfast is on Atlassian!
Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian!
Agenda
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Moderators
Kimberly Deal - Columbus Atlassian User Group Leader
Kevin Stanley - Columbus Atlassian User Group Leader
Hosted By
Kimberly Deal, Atlassian User Group Leader
Kevin Stanley, Chief Everything
Greg Sprowls, Agility Lead
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Global Partner
Atlassian (http://atlassian.com)
Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality.
Partner
Atlassian
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For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries.
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Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-downtownnationwide-22/.
From Web Forms to Web Components - Burton Smith
**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
**Abstract**
Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively.
This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way.
**YouTube Link**
TBA





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