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Quality Engineering meetup #11
**PLEASE NOTE THE ADDRESS CHANGE! We're now at [w3hub.berlin](https://w3hub.berlin)**
*[Qase](https://qase.io) is presenting the **eleventh** Meetup on Quality Engineering in Berlin.*
*This time, we’re bringing you three deep-dive talks — all designed to challenge the way you think about quality, testing, and collaboration.*
*As always, expect great conversations, snacks, and drinks. See you there!*
**AGENDA**
**1\. Mitesh Patel\, Technical Consultant \- Scientific Instruments @ Altum Solutions: *Food QA: Testing Tasting***
On this fine evening, we shall enjoy some food … and also learn why we enjoy it. Because tasting is really a form of testing for our brains — wetware QA in essence.
But how do we reformulate this wetware testing into those familiar realms of software and hardware testing? It is not as simple as exchanging taste buds for test suites and bites for bytes. Just ask Big Food which spends billions on this same question: How can computers do taste tests like humans?
Guided by the example of an ML/AI-powered scientific instrument for chemical analyses, namely, a spectrometer, this session addresses this question and explores the broader topic of QA in the food industry. Discover how food companies scale testing across scientific software, device hardware, and food/human wetware. So grab a spoon for this insider scoop on QA for food.
**2\. Vitaly Sharovatov\, developer advocate @ Qase: *QA Myths Busting: A Practical Guide to Higher Quality***
Have you ever felt the urge to increase the amount of testing or hire more testers, thinking it would improve product quality? As a tester, have you ever been held “accountable” for quality or pressed for time, leaving you feeling helpless? Or perhaps you’ve been asked to justify quality assurance initiatives with numbers?
Our industry is filled with myths: from “quality can be measured” to “more testing means higher quality” and from “QA slows down work” to “testers are responsible for quality”. In this talk, I will present the myths I once believed, explain the dangers they pose to both teams and products, and demonstrate how they should be debunked and overcome.
**3\. Asya Isakova\, Co\-Founder @ TECH_Connect: 𝘌𝘢𝘳𝘯 𝘛𝘳𝘶𝘴𝘵\, 𝘒𝘦𝘦𝘱 𝘠𝘰𝘶𝘳 𝘑𝘰𝘣**
The job market is wild: it’s hard to get hired, and sometimes even harder to stay hired. In a new role (or a new team), one of the fastest ways to reduce uncertainty and accelerate collaboration is to build trust quickly.
But how do colleagues and managers decide you’re trustworthy? It’s rarely just about closing Jira tickets or moving cards on a Kanban board. People assess trust through patterns of behavior: what you do, how consistently you do it, and how do you act towards others.
In this talk, you’ll learn an evidence-based approach to building trust at work using three practical components: integrity, reliability, and benevolence. We’ll unpack what shapes people’s trust judgments (including context, risk, and prior experiences) and translate research into concrete behaviors you can apply immediately: especially in multicultural and cross-functional teams.
Lasst uns treffen und Deutsch sprechen
Bitte kauft in den Restaurants mindestens einen Artikel, damit wir keinen Ärger mit dem Manager bekommen.
-> Location
Berlin Potsdamer Platz -> The Playce -> Manifesto Markt
Wir sitzen unten oft an den großen runden Tischen vor dem Restaurant Kumpir'a oder an den langen Tischen vor dem Pizza und Pasta Restaurant im Erdgeschoss.
Dieses Treffen ist für:
-Internationale Teilnehmer aus allen Ländern, die auf Deutsch Kontakte knüpfen wollen.
-Deutsch-sprachige, die in netter Gesellschaft anderen helfen wollen, Deutsch zu sprechen, oder nur neue Kontakte knüpfen wollen.
Staying relevant: Data, innovation and the architecture of decision-making
Finally, it’s happening! [Value Rebels](https://www.valuerebels.com/) are thrilled to invite you to another [Product Management Night](https://productmanagementnights.com/), this time in the inspiring office of [Babbel](https://uk.babbel.com/). Under the banner “Staying Relevant: Data, innovation, and the architecture of decision-making”, we’ll explore how to stay innovative in a fast-changing environment and what it really takes to make meaningful, data‑informed decisions in a world saturated with signals.
📅 **Date**: March 5th
📍 **Location:** Babbels office at [Andreasstraße 72, 10243 Berlin](https://maps.app.goo.gl/PNNNehcW9GmBdf6T7)
🥂 Drinks & Finger Food Provided (veggie/vegan)
**Timetable**
18:00 \| Doors Open: Networking over drinks and light food
18:45 \| Intro and hello from Value Rebels and Babbel
19:00 \| “Escaping the innovator’s dilemma: How established companies stay disruptive” \- An on\-stage discussion with [Diana Pulnar](https://www.linkedin.com/in/diana-pulnar-51781b13/)
19:30 \| Break
19:40 "What data-driven, actually means in 2026" - A talk by [Markus Kiefer](https://www.linkedin.com/in/markus-kiefer-979372388/)
20:10 \- 21:00 \| Closing & Networking
(Please note: times are approximate)
**Get to know our experts & speakers**
🎤 **[Markus Kiefer](https://www.linkedin.com/in/markus-kiefer-979372388/)**[ ](https://www.linkedin.com/in/markus-kiefer-979372388/)is a Tech & Data Consultant passionate about turning data into better product decisions. He works with product and engineering teams to design data-driven systems and helps organisations not just to understand their users but the systems that increasingly decide for them.
🎤 **[Diana Pulnar](https://www.linkedin.com/in/diana-pulnar-51781b13/)** is VP Product at Babbel, where she leads teams that translate speech technology and learner insights into concrete outcomes. She focuses on product strategies that balance data with real learner behaviour and uses experimentation to keep decisions anchored in results for learners.
**Why join us?**
* **Discover how to stay relevant:** explore how established teams handle innovation, trade‑offs and the tension between today’s business and tomorrow’s bets.
* **Rethink what “data‑driven” means:** move from more dashboards to understanding the whole system behind your product decisions.
* **Connect with peers who get it:** share experiences with senior product, tech and data people facing similar constraints and ambitions.
**Who should attend?**
Product Leaders & Drivers
C-level & Business Leaders
Experienced product contributors
🚨 Limited spots available - reserve yours only if you’re sure you can join!
📸 **📸 Please note:** We will be capturing event photos for promotional use. Let us know if you prefer not to be photographed. Photos are only taken of people who give consent on site. You can always say no or change your mind on the day or by emailing employerbranding@babbel.com
🔜 Looking forward to seeing you on March 5th
MUSIC MARKETING MEETUP : GEMA special (royalties and publishing)
Hey everyone, welcome to our next Berlin Music Marketing Meetup. This time, we invited the GEMA to talk about publishing and royalties, but also about the institution itself and what they offer to musicians (songwriting camps, educational programs..).
Special musician guest : [Antoine Villoutreix](https://open.spotify.com/artist/1LeuN4Zsd04HulaBIIRYVb?si=vCP2s-VHTu2u04dlml-dPg)
Join this special event, make new connections with other musicians and industry pros, while learning something new about the music business.
Everyone's welcome and the event is free. We look forward to meeting you there!
Design by: [Weiter](https://weiterstudio.com/ "https://weiterstudio.com/")
Anatomy of a Term Sheet (Seed / Pre-Series A) – What Really Matters
Great to see how much interest and engagement there was around our last session on the Convertible Loan Agreement – thanks to everyone who joined and asked so many thoughtful questions 🙌
Given that momentum, I’d love to continue the series with another practical, founder-focused meetup in Berlin in \~4 weeks:
🍕 Pizza & 🍺 beer & 🍷wine
🤝 relaxed networking
🎓 a 30-minute practical intro session:
**“Anatomy of a Term Sheet (Seed / Pre-Series A)”**
(no legalese, no theory – just what actually matters in practice)
We’ll look at questions like:
– valuation vs. real economics
– liquidation preference & participation
– option pool mechanics
– control rights, vetoes, and board setup
– common red flags and negotiation traps
After the short session, plenty of time to hang out, meet people, and exchange war stories.
Looking forward to seeing many of you in person again soon. 🚀
PostgreSQL Berlin March 2026 Meetup
Zalando is graciously hosting us for our first Meetup in 2026. And we are doing it a bit different: we have two rooms, and two talks in parallel. This gives you the opportunity to choose between two talks, for a total of four talks.
This year, we’re especially happy to welcome Amazon Web Services as the food sponsor for our meet-up. Thanks to their support, our community can enjoy great conversations over great food — making the evening not only insightful, but also delicious. Meet the AWS experts Sikandra Chaudhary, Daria Aleshkova, and Narendra Tawar. Narendra will be delivering a talk on PostgreSQL and AI, sharing practical insights and real-world experience. We truly appreciate AWS’s commitment to supporting local tech communities and helping us create a warm, welcoming atmosphere for everyone.
**PLEASE BRING YOUR PHOTO ID**
**USE THE MAIN ENTRANCE TO BHW ON THE SIDE OF UBER ARENA**
**Agenda**
Two sessions run in parallel in rooms codenamed "Auditorium" and "Festival"
**18:30** \- doors open: registration\, networking\, and drinks
**19:00 - 19:05** Auditorium, "Event intro" by Sergey Dudoladov, Senior Database Engineer in Zalando.
**Auditorium: Track A**
**19:10 - 19:55** "How we made WarehousePG Open Source (again)" by Andreas 'ads' Scherbaum, a WarehousePG Principal Engineer at EDB and a Founding Member of PostgreSQL Europe
**19:55 - 20:15** Networking, Q&A, and pizza
**20:15 - 21:00** "From 20 seconds to sub-second: Speeding up CloudNativePG wake-ups" by Tudor Golubenco, CTO of Xata
**Festival: Track B**
**19:10 - 19:55** "The Role of PostgreSQL in the AI World" by Narendra Tawar, Sr Database Specialist SA, AWS
**19:55 - 20:15** Networking, Q&A, and pizza
**20:15 - 21:00** "Modernizing Postgres Communication with Hackorum", by Kai Wagner, Percona
**21:00 - 22:00 Networking, Q&A, and pizza**
**22:00 - The End**
**Abstracts**
**How we made WarehousePG Open Source (again)**
WarehousePG is an Open Source fork of Greenplum Database, which by itself is a fork of PostgreSQL. The project was born after the upstream project was made closed source.
This talk gives a quick overview of the history of both projects, which already spans more than two decades. We then dive into the reasons for creating a fork, and all the stumbling stones we had to pass in order to make this project open source again. We also talk about the challenges of CLAs (Contributor License Agreements) and what implications the PostgreSQL and Apache Licenses have for the project.
Speaker: Andreas 'ads' Scherbaum
**The Role of PostgreSQL in the AI World**
As artificial intelligence (AI) continues to revolutionize industries, the need for robust, scalable, and efficient data management solutions has never been greater. PostgreSQL, with its extensibility, performance, and advanced data capabilities, plays a crucial role in enabling AI-driven applications. This talk explores how PostgreSQL supports AI workloads, from managing vast datasets and integrating with machine learning frameworks to leveraging extensions like PostgreSQL ML, TimescaleDB, and JSONB for AI-ready storage and querying. Attendees will gain insights into best practices for using PostgreSQL in AI pipelines, optimizing performance for AI inference, and harnessing the power of open-source innovation to drive intelligent decision-making. Whether you're a data engineer, AI researcher, or PostgreSQL enthusiast, this session will showcase why PostgreSQL is an essential component in the AI ecosystem.
**From 20 seconds to sub-second: Speeding up CloudNativePG wake-ups**
CloudNativePG (CNPG) is a popular and battle-tested operator for running Postgres on top of Kubernetes. At Xata, we’ve been using CNPG and extending it in several different directions. One of them is implementing a scale-to-zero plugin: clusters hibernate when inactive and they wake up automatically when new connections are created.
After adding scale-to-zero, we’ve faced the challenge that the CNPG wake-up from hibernation is rather slow.This is an optimization story about how we reduced the wake-up times from 20+ seconds to under one second.
Speaker: Tudor Golubenco
**Modernizing Postgres Communication with Hackorum**
In 2026, the debate over whether mailing lists are still "state of the art" continues to divide developers. While some view them as relics, we cannot neglect the unique benefits of their decentralized, archival nature. Rather than fighting over platforms or ignoring the friction, Hackorum asks a simpler question: Why not just improve the user experience?
Hackorum transforms the daunting mailing list "firehose" into a modern, forum-style interface without breaking the underlying email culture. It is designed to lower the barrier for new contributors while providing power tools for veterans:
Seamless Integration: Real-time sync between mailing lists and daily sync of the Commitfest status.
Modern UX: Per-message read tracking, tagging, and contributor profiles.
Enhanced Coordination: Shared notes and mentions to streamline complex reviews.
We have to stay open minded and willing to expand our horizon and as such Hackorum is rapidly evolving. While our roots are in development, we are currently expanding to include broader mailing lists like -general and -docs. Our goal is to make the entire Postgres ecosystem more accessible and usable for everyone. Join us for a demo of the latest updates and help us shape the future of Postgres communication.
Speaker: Kai Wagner
**About the speakers**
**Andreas Scherbaum** has been working with PostgreSQL since 1997. He is involved in several PostgreSQL related community projects, member of the Board of Directors of the European PostgreSQL User Group and also wrote a PostgreSQL book (in German).
Since 2011 he was working for EMC/Greenplum/Pivotal and tackled very big databases. Until 2024 he was doing the same - but with maybe even more and bigger databases - for Adjust GmbH in Berlin.
Now he's working at EDB as WarehousePG Principal Engineer and is helping customers with even larger databases.
**Tudor Golubenco** is the CTO of Xata, a Postgres platform with branches and zero-downtime, reversible schema changes. Before Xata, Tudor worked as a tech lead at companies like Elastic and Oracle.
**Narendra Tawar** \- Sr Database Specialist SA
I am accomplished database professional with 21 years of comprehensive experience across Oracle, PostgreSQL, Microsoft SQL Server, and MySQL environments, with specialised PostgreSQL expertise since a decade. Currently serving as a Senior Data Migration Specialist at AWS, I architect and execute complex enterprise migration strategies while actively expanding into Generative AI technologies to enhance migration efficiency and optimize data workflows. My core competencies include database architecture, performance optimization, migration planning, and cross-platform data integration, combining decades of hands-on experience with modern cloud methodologies to deliver scalable, reliable data solutions that bridge traditional database principles with emerging AI capabilities.
**Kai Wagner** \- I’m Kai\, a Senior Engineering Manager at Percona with almost two decades of "bleeding" open source in my DNA\. From the Linux Kernel and Ceph at SUSE to leading PostgreSQL development today\, my career is built on a foundation of transparent communication and community\-driven innovation\. In my free time\, I'm a handball\, agility and movement coach for various ages and teams\, next to spending time with the family and on the house\.
**Note**
We will again take notes who signs up and does not show up. This information will be used to provide seats to others at future events. Plain and simple: please only sign up if you plan to attend.
Agentic SEO & Marketing
**How AI Agents Are Changing the Way We Work**
Join us on March 5th, for an exciting session, which will aim to help you develop your skills in the world of SEO, GEO, AI and Marketing.
The session will be held at the **Buzzmatic Office, Schönhauser Allee 149**, from **9:30 to 11:00**. Enjoy **free attendance,** some lovely **breakfast** and great conversation!
The returning champion of our breakfast events, our CEO Raoul Schreck, will give us the full rundown on how AI Agents are changing the way we work.
2026 is the year AI agents are going from buzzword to daily workflow. Claude Code, Claude Cowork, n8n and recently OpenClaw are the tools of the hour. But what does that actually mean for SEO and marketing teams? This session cuts through the hype and shows what's real: live demos and practical workflows using Claude Code, Claude Skills, Agents and the Model Context Protocol (MCP). You'll see how autonomous agents plan, decide, and execute multi-step marketing tasks – from content production to AI visibility audits to automated reporting. **No slides, just tools, workflows, and some stuff that will blow your mind.**
This session is ideal for SEOs, marketeers and anyone looking to expand their understanding of how AI is increasingly influencing these fields.
In the following months we will also be hosting external speakers Nicolas Caramella and Andrés Tapia for some deepdives on related topics. We will be posting more about these events soon, so stay tuned!
You can also find our events on Eventbrite: https://www.eventbrite.com/e/agentic-seo-marketing-tickets-1983261319996
Bring yourself, a good mood and any thoughts or questions you have on the subject. We look forward to seeing you there and hearing your thoughts!
Recruiting & Hiring Events This Week
Discover what is happening in the next few days
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.
Sunday futsal session in Fhain - recruiting event
Hey. Wir sind diese Woche bereits ausreichend Spieler. Wir suchen dennoch weiterhin Mitglieder. Bitte meldet euch direkt bei mir, wenn ihr Interesse habt in den Verein einzutreten. Dann planen wir euch das nächste Mal mit ein.
Oder ihr schaut gleich hier vorbei: https://www.sg-ebt.de/de/mitglieder-service/deine-mitgliedschaft/mitglied-werden/, SG 39.
####
English version below the German version.
Dieses Event ist kostenfrei.
Als Sportgruppe 39 im Verein SG Empor Brandenburger Tor 1952 e.V. (https://www.sg-ebt.de/de/mitglieder-service/deine-mitgliedschaft/ ) suchen wir aktuell neue Mitglieder für unser Team.
Du kannst einen Monat lang hierüber zur Probe teilnehmen. Wenn du danach regelmäßig kommen möchtest, würden wir dich bitten, Vereinsmitglied zu werden.
This event is free of any costs.
As a sports group no. 39 within the SG Empor Brandenburger Tor 1952 e.V. club (https://www.sg-ebt.de/de/mitglieder-service/deine-mitgliedschaft/ ), we are currently looking for new members to join our team.
You may participate for a trial period via this platform for one month. If you would like to come regularly afterwards, we would kindly ask you to become a club member.
\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*
🔴 WICHTIG: Die Teilnahme wird nur nach RSVP bestätigt. Die Reihenfolge der RSVPs bestimmt die Priorisierung. Kein RSVP = Rückstufe auf die Warteliste.
👉 BITTE LIES DIE GRUPPENBESCHREIBUNG FÜR ALLE REGELN
\*\*\*
🕔 Treffzeit:
\#\#\# 18:00 Uhr Berliner Zeit
📍 Ort: Samariterstraße 19/20, 10247 Berlin
[https://maps.app.goo.gl/igKzBJ9uEuyxd8SE7](https://maps.app.goo.gl/igKzBJ9uEuyxd8SE7)
🚨 Beginn: PÜNKTLICH um 18:15 Uhr
🚪 Türen der Sporthalle schließen: PÜNKTLICH um 18:15 Uhr – kein Einlass danach
⏱️ Ende: PÜNKTLICH um 20:00 Uhr (🧼 Duschen danach möglich)
Bitte bringt jeweils ein weißes und ein dunkles Shirt mit!
Wir spielen 5 gegen 5, 6 gegen 6 oder 7 gegen 7 Hallfutsal (wie auf dem Bild). Der Boden ist wie ein Basketballplatz — Futsal-Hallen-Schuhe sind ideal.
⚠️ Bitte sei respektvoll und aktualisiere dein RSVP, wenn du doch nicht kommen kannst — das hilft anderen beim Planen.
### \*\*\*
###⚠️ TEILNAHME-REGELN:
RSVP, wenn du spielen möchtest.
Bei Änderungen bitte rechtzeitig aktualisieren.
Kein RSVP = Risiko, nicht spielen zu können.
Nicht-Antreten trotz Anmeldung wird NICHT toleriert.
Späte Absage: Nach Sonntag, 9 Uhr
Bei Verspätung kann der Platz verloren gehen.
Wiederholtes Nichterscheinen & späte Absagen = vorübergehender oder dauerhafter Ausschluss.
🚫 Wir übernehmen keine rechtliche Verantwortung für verlorene Gegenstände und für Verletzungen.
\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*
🔴 **IMPORTANT:** Attendance is only confirmed after you RSVP. People will be prioritized based on RSVP order. No RSVP = back of the waitlist.
👉 PLEASE READ GROUP DESCRIPTION FOR ALL RULES
\*\*\*
\#\#\# 🕔 Meeting time:
18:00 Berlin time
📍 **Location:**
Samariterstraße 19/20, 10247 Berlin
[https://maps.app.goo.gl/igKzBJ9uEuyxd8SE7](https://maps.app.goo.gl/igKzBJ9uEuyxd8SE7)
🚨 **Kick-off:** 18:15 SHARP
🚪 **Gym doors close:** 18:15 SHARP – no entry after this
⏱️ **End:** 20:00 SHARP (🧼showers available afterward)
Please bring each a white and a dark shirt!
\*\*\*
We’ll play 5v5, 6v6 or 7v7 indoor futsal (like in the picture). The surface is like a basketball court — futsal (sports hall) shoes are ideal.
⚠️ Please be respectful and update your RSVP if you can’t make it—this helps others join.
\*\*\*
\#\#\# ⚠️ ATTENDANCE RULES:
* RSVP if you want to play.
* If plans change, update your RSVP.
* No RSVP = risk of not playing.
* No-show-ups are NOT tolerated.
* Late cancellation: After Sunday, 9AM
* If you're late, you may lose your spot.
* Repeated no-show-ups & late cancellation = temporary or permanent ban.
🚫 We take no legal responsibility for lost items and for injuries.
\*\*\*
ADHD : Absolutely Dysfunctional Horribly Direct English comedy show
[please register here for the seats as it helps us alot ](http://adhdcomedyberlin.eventbrite.com)
Step into the whimsical world of "**ADHD: Absurdly Dysfunctional Horribly Direct**"–a sensational English language standup comedy show that will tickle your funny bone and leave you in stitches.
**Every 2nd Sunday of the month at Valentin Stüberl,** the perfect setting for this uproarious event, with its intimate atmosphere and cozy ambiance.
⏰ 7 pm to 9 pm . Doors open at 6:30. Show starts at 7
Prepare to be entertained by a **handpicked lineup of the finest comedians from Berlin**. These comedic maestros will take the stage one by one, delivering their side-splitting material with impeccable timing and a dash of audacity.
Some comics may have an official **ADHD** diagnosis, some may believe they are on the spectrum, but all of them are crazy,dysfunctional and outrightly funny.
At the heart of this laughter-filled extravaganza is **Ayush Kulshrestha**, the host of the evening. Having been **diagnosed with ADHD as a child**, Ayush has turned his personal struggles, anger, and misfortunes into a source of inspiration for his comedic genius.
With his unique perspective, Ayush not only delivers a set that is sure to have you rolling in the aisles but also fosters a sense of camaraderie and inclusion.
Through his stories and humor, Ayush creates a common bond ,comradrie and a safe environment where people, especially those who are **neurodivergent** like himself, can connect, share experiences, and feel understood.
We believe laughter should be accessible to all, which is why we run the show as a donation-based pay what you can show. it not a free show
You can reserve your seats now and afte 2 hours of rib tickling comedy and comradery we **suggest a contribution of €10-15€ per person .**
Your contribution helps in paying the therapy bills and the ADHD tax .
Since we always sell out and the seats are limited you can also pre-**book tickets and reserve your seats [here](https://app.tickettailor.com/events/desidemocracy/919363) at discounted rates.**
So gather your friends, loosen up your funny bones, and join us for a Sunday evening filled with laughter and merriment. Get ready to experience a comedy show like no other, where wit, absurdity, and directness collide to promises laughter, camaraderie, and a celebration of turning life's challenges into comedic triumphs.
ADHD : Absurdly Dysfunctional Horribly Direct - English Comedy Show
[please register here for the seats as it helps us alot ](http://adhdcomedyberlin.eventbrite.com)
Step into the whimsical world of "**ADHD: Absurdly Dysfunctional Horribly Direct**"–a sensational English language standup comedy show that will tickle your funny bone and leave you in stitches.
**Every 2nd Sunday of the month at Valentin Stüberl,** the perfect setting for this uproarious event, with its intimate atmosphere and cozy ambiance.
⏰ 7 pm to 9 pm . Doors open at 6:30. Show starts at 7
Prepare to be entertained by a **handpicked lineup of the finest comedians from Berlin**. These comedic maestros will take the stage one by one, delivering their side-splitting material with impeccable timing and a dash of audacity.
Some comics may have an official **ADHD** diagnosis, some may believe they are on the spectrum, but all of them are crazy,dysfunctional and outrightly funny.
At the heart of this laughter-filled extravaganza is **Ayush Kulshrestha**, the host of the evening. Having been **diagnosed with ADHD as a child**, Ayush has turned his personal struggles, anger, and misfortunes into a source of inspiration for his comedic genius.
With his unique perspective, Ayush not only delivers a set that is sure to have you rolling in the aisles but also fosters a sense of camaraderie and inclusion.
Through his stories and humor, Ayush creates a common bond ,comradrie and a safe environment where people, especially those who are **neurodivergent** like himself, can connect, share experiences, and feel understood.
We believe laughter should be accessible to all, which is why we run the show as a donation-based pay what you can show. it not a free show
You can reserve your seats now and afte 2 hours of rib tickling comedy and comradery we **suggest a contribution of €10-15€ per person .**
Your contribution helps in paying the therapy bills and the ADHD tax .
Since we always sell out and the seats are limited you can also pre-**book tickets and reserve your seats [here](https://app.tickettailor.com/events/desidemocracy/919363) at discounted rates.**
So gather your friends, loosen up your funny bones, and join us for a Sunday evening filled with laughter and merriment. Get ready to experience a comedy show like no other, where wit, absurdity, and directness collide to promises laughter, camaraderie, and a celebration of turning life's challenges into comedic triumphs.
[face to face] Interview Simulation
Join this **Interview Simulation** session — to sharpen the skills for both interviews **and** architectural pitches.
💡 How it works
The event is split into three parts:
1. **Answers for common behavioral questions** \- at the beginning\, I will read some common interview questions\, explain what they mean\, and give the correct answers\.
2. **Interview Simulation (10 minute rounds)** – One participant acts as the interviewee and answers a round of behavioral and design-focused questions. Each other participant gets to ask him one interview question.
3. **Feedback Round** – The group provides feedback on communication, structure, and clarity. Constructive criticism is encouraged.
💡You will be asked:
* **Behavioral questions** (“Tell me about yourself”, “Describe a challenge you faced...”)
* **Technical questions** (based on your tech stack)
* **Light design problems** (high-level reasoning, not code)
No need to prepare anything in advance — just bring curiosity and an open mind.
Feel free to bring your CV if you’d like feedback from others, or share a few words if you’re currently job hunting. If so, we will also brainstorm answers to more common questions that you were asked.
Whether you’re preparing for an interview or simply want to grow as a software designer or architect, this session is for you.
Note: location is restaurant Hackesher Hoff: https://maps.app.goo.gl/btSChwkJzaoUSfN7A
💡Resources:
* IT portfolio ideas: ideabrowser.com , reddit.com/r/SideProject
* mock interview platforms: pramp.com , interviewbit.com , finalroundai.com
* online coding platforms: leetcode.com, hackerrank.com, codewars.com , codingame.com , projecteuler.net ,techiedelight.com , exercism.org
* confidence building exercises: [Confidence exercises ](https://limewire.com/d/o4tZw#RLA03qdOxU) , [reddit discussion](https://www.reddit.com/r/jobs/comments/1cjlblp/how_in_the_world_do_you_keep_your_selfesteem_up/) , [another discussion](https://www.quora.com/How-do-I-keep-my-self-esteem-from-being-destroyed-while-job-hunting) , [quora discussion](https://www.quora.com/In-my-late-50s-I-find-myself-out-of-work-for-the-first-time-in-30-years-How-do-I-replace-apprehension-and-anxiety-with-confidence-to-job-hunt)
* success stories: [story 1](https://www.reddit.com/r/RemoteJobseekers/comments/1p8faip/i_finally_landed_a_remote_job_after_10_months_of/), [story 2](https://www.reddit.com/r/RemoteJobseekers/comments/1fdpeg2/how_i_landed_multiple_remote_job_offers_my_remote/)
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.
Build & Learn: Data Science with Coffee [DEMO DAY]
📅 **Week 7: Presentation Day!**
Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project
Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed!
📌 By the End of a Full Cycle, You should Have
🎯 A working project in your own GitHub repo
🎯 A small but real portfolio piece you can demo or write about
🧠 **Current Project**
This cycle’s shared project is an **image-based knowledge extraction system**.
In **Week 7**, we celebrate and present. This is our **Showcase Night**.
Participants will:
* Present their project (5–10 minutes each)
* Demo their pipeline or flashcard system
* Share challenges, lessons learned, and technical decisions
* Give and receive thoughtful feedback
We’ve come a long way — from raw images on our phones to a complete, working portfolio project — and this week is about learning to clearly explain your ideas, your challenges, and the technical decisions behind your work.
\*\*\*
**👋 Who Is This For?**
🔹 Beginners who learn best by doing — no prior experience needed
🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data
🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects
🔹 Data professionals who want a creative playground outside of work
🔹 Anyone with big questions and a love for learning through experimentation
\*\*\*
**BUILD. LEARN. EXPERIMENT. OVER COFFEE.**
Come hang out, meet like-minded people, and work on something fun.
📍 Based in Berlin – in-person meetups only (for now!)
💻 Laptops + ☕ highly encouraged
Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w)
Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing)
\*\*\*
✨ Who’s Hosting?
I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.
Recruiting & Hiring Events Near You
Connect with your local Recruiting & Hiring community
Making Moves: Small-Group Coaching for Women in Product
## Hey Columbus WIP peeps!
## Are you ready for an event that actually gives you what you asked for??
**\-\-\-\-\-\-**
**A Small-group coaching conversations for women in product navigating growth, leadership, and career decisions.**
**March 10 \| 5:30–8:00 PM**
**Rev1 -- NEW SPACE**
**330 Rush Alley #100**
**Parking Options:**
• **Rev1 at The Peninsula**
• **Starling St. Garage South** – 377 W. Capital St.
• **LAZ Parking (COSI)** – 50 Belle St.
• **LAZ Parking Limited** – 375 W. State St.
• **Veterans Memorial Lot** – 300 W. Broad St.
• **Metered Street Parking**
**What moves are you making?**
A promotion you’re working toward.
A role change you’re considering.
A bigger leadership opportunity.
A conversation that needs to happen.
A decision that’s been sitting in the back of your mind.
For our Q1 Women in Product Columbus event, we’re creating space to actually work through those moments.
**Making Moves** is an evening of focused, facilitated coaching conversations with experienced mentors from our local product community. This isn’t a panel. It’s not passive networking. It’s small-group dialogue designed to be thoughtful, practical, and worth your time.
Here’s how it will work:
• You’ll choose a topic that reflects what you’re navigating right now
• You’ll join a small coaching circle (5–7 participants)
• Each circle is led by a mentor who has lived experience in that area
• We’ll run two rounds so you can go deeper or explore a second conversation
### Coaching Topics:
• Communicating the Value of Your Work (or Team)
• Career Transitions & What’s Next
• Growing Into Leadership
• Staying Relevant as Technology (and AI) Changes
• Getting Alignment and Decisions from Leadership
Our goal is simple: you leave with clearer thinking, practical perspective, and at least one next step you feel confident about.
Space in each circle will be limited to keep conversations meaningful.
If this sounds like the kind of room you’ve been wanting to be in, we’d love to see you on March 10.
RSVP here! [https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event](https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event "https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event")
*And if you haven't joined the WIP group - do that too, would ya?!?!*
—
Your Columbus Chapter Leads -
Amber, Leah and Liz!
Quarterly Goals Reset for Product Professionals
One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that.
As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact?
Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization.
We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM.
📍 First Watch - 7227 N High St
Located in: The Shops at Worthington
Ample parking is available.
Food and beverages will be available for purchase.
Start your morning with clarity and connection — we hope to see you there! ☀️
Recruiting Virtual Mental Health Group Leaders!
We are recruiting new group leaders for virtual men's groups! Our primary groups are outdoor movement groups, but we are launching virtual groups for the state of Ohio and beyond and the groups will move outside in the spring, creating room for men's groups, women's groups and coed groups all over the country.
Read below to learn about our groups and click the links at the bottom to apply.
### **What is an Outdoor Empowerment Group?**
Our Outdoor Movement & Community Empowerment Groups are simple, guided experiences designed to help people reconnect with nature, themselves, and others. We combine some form of movement (hike, walk, run, bike, yoga, workout) and meaningful conversation within a simple community circle to create a space where individuals can support each other while prioritizing mental and physical well-being.
Whether you’re seeking stress relief, personal growth, or community, our groups offer everyone a unique and welcoming environment.
## **Why Join?**
* **Improve Mental & Physical Well-Being** – Movement, nature, and supportive conversations reduce stress and promote balance.
* **Feel Less Alone** – Build genuine connections with like-minded people in a safe, welcoming space.
* **Gain Clarity & Perspective** – Step outside daily routines and into a space designed for personal growth and reflection.
## **The Ideal Group Leader**
The ideal group leader
* Has a born-in passion for mental health, movement, connecting with nature and building community.
* Has 5 extra hours per week to dedicate to a meaningful cause for at least one year. Yes, you can leave any organization at any time and we can also ask you to leave, but we are building with legacy in mind and we need people who can commit and be ALL IN on this mission to build with us.
* Is independently financially stable with the ability to volunteer with no expectation of pay. This is a deeply beautiful journey of service that all participants commit to at Speak Your Mind.
* An ability to manage groups with high emotional intelligence and desire for human connection.
* An ability to self-motivate and market/promote their group on Facebook and other social platforms.
* Nature informed therapy or clinical therapists/psychologists a plus.
## **Our Impact**

Since launching, we have helped thousands find support, connection, and healing through our Outdoor Movement Groups. 100% of participants surveyed have reported:
* A noticeable improvement in mental clarity and emotional well-being.
* An increase in social connection and a sense of belonging.
* Said they would return again.
We believe mental health should be accessible, community-driven, and rooted in nature. Join us and take the first step toward a more connected, grounded, and supported version of yourself.
### **Why Our Groups are Donation-Based**
Our Outdoor Movement Groups are made possible through a donation-based model. This approach allows us to keep our events accessible to everyone, regardless of financial circumstances, while also ensuring that we can continue expanding our reach. It’s a great way to pay it forward and support the growth of this beautiful mission!
Every contribution helps us:
* **Cover Essential Costs** – Donations allow us to pay essential legal, marketing, insurance, and admin costs as well as nourish the important people who run the organization.
* **Grow Our Mission** – With your support, we can bring these healing experiences to thousands more people in the future and execute our long term plan to expand across the USA, affecting up to 500,000 people per year.
By choosing to contribute, you’re not just leading an event—you’re helping build a mental health movement that supports long-term well-being and connection for all during a severe mental health epidemic.
## **Come Join Us!**
We’d love to have you be part of this growing community of people prioritizing their mental health, movement, and connection.
🔹 **Visit Our Website to Learn More:** https://speakyourmind.men/joinusoutside
🔹 **Apply Here to Lead Your Own Group!** – https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application
🔹 **Support the mission**: If you resonate with the mission and want to support, feel free to join a group before applying or donate to help us reach our goals to help more people! You can donate here: https://secure.givelively.org/donate/angels-for-angels/speak-your-mind
Please text Mario with any questions: (808) 855-8831
Agile Coaching Circle -- IN-PERSON
Join other experienced and aspiring agile coaches and professionals to:
* develop and practice your coaching skills in a peer-to-peer environment
* share current successes and challenges in your work environment and get support from each other
* learn from each other, build better relationships and experiment with new ideas
How to Move on From the Past and Feel Happy
In this local meeting, you will discover knowledge that you can use to get over the past.
The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories.
When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier!
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 brought to you by the Dianetics and Scientology life improvement center.
Prototype, Play, and Build Workshops (In-Person @GameArena)!!!
This month, we are in-person at GameArena!!! We will also be joined by students and their games from [Shawnee State](https://www.shawnee.edu/game-design-programs)!
\-\-\-
Join us for our our monthly COGG Prototype and Play event @GameArena! Come to play and showcase your games.
We're back in the upper levels of the catwalk mezzanine area. It'll be packed with lots of camaraderie playing your game(s) and other's games on the 2nd floor as well as the 1st floor in the gaming room below the mezzanine.
Light snacks and water provided but you can buy food and drinks at the bar (alcoholic drink ID required).
[https://www.game-arena.co/menu](https://www.game-arena.co/menu)
**Attendees:**
Don't have a game to show? Not a problem! All are welcomed and invited from all ages and backgrounds. The more we can have to play test our games the better!
**Developers:**
Do you have a game that you would like to get critical feedback on? Would you like an excuse to work on a game with other talented artists, programmers, musicians, designers, and writers? Digital, table-top, non-experienced developers, and the like are welcomed! We'll provide signage for your game to help others learn more about your work. Wifi, outlets, tables, and seats (though standing tables also) are available.
Come to the Prototype and Play workshop to collaborate and meet local game developers for an evening of epic and raw game play fun! Play works-in-progress, show off your own game, work with others to add polish to a game, or even lend your talents to other fellow developers.
Can use South Garage at the Gateway with a $5 voucher on your way out.
75 E 11th Ave, Columbus, OH 43201
[https://maps.app.goo.gl/UwgveUYG37Jy7RtS9](https://maps.app.goo.gl/UwgveUYG37Jy7RtS9)
If you have any questions or comments, as always, feel free to reach out to us at [info@thecogg.com!](http://info@thecogg.com!/)



















![[face to face] Interview Simulation](https://secure.meetupstatic.com/photos/event/2/4/d/highres_531120589.webp?w=640)

![Build & Learn: Data Science with Coffee [DEMO DAY]](https://secure.meetupstatic.com/photos/event/1/4/b/7/highres_532445303.webp?w=640)






