Performance Monitoring

# T**he beginners from Jo’s improv class are having their very first showcase this Sunday, May 17 at 8PM ✨at 800A bar and Cabaret !** # **Come cheer them on as they hit the stage for the first time and celebrate everything they’ve learned over the past weeks ❤️** # **Curious about improv or thinking about joining a future class? Come watch, laugh, and get a little glimpse of what it’s all about.New classes will be opening soon… stay tuned 👀**

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.**

***Welcome to the Actors Gym!*** * A fun, supportive training ground where actors play, experiment, and build their craft. * *Through engaging games and exercises, you’ll develop core acting skills and bring them to life by performing a short script at the end of every session.* * This drop-in class welcomes both new and intermediate actors eager to learn, stretch, and have fun. ‍ **DURATION:** 60 – 90 mins (depending on numbers) **ABOUT YOUR COACH:** Geoff is a dedicated professional teacher and actor. He is also active as a writer, director and producer of small-scale projects here in Berlin. He has performed on many stages – as actor, host, and improvisor – and in many short films, across the UK and Germany. He loves to meet and work with new actors, and has a real passion for discovering new talent. His acting profile may be found [HERE](https://www.filmmakers.eu/en/actors/geoff-mills). ‍ **SPOTS:** Everyone is welcome. Beginner-friendly. €15 General Admission (*pay at venue*) Free to members of [DNA Arts](https://www.dna-artclub.com/) \- a vibrant community of artists and performers\. **DNA** members have access to over 5 dance classes and 5 creative workshops each week, covering everything from singing, writing, and marketing to theatre, including also 5+ shows weekly, all completely free for our members.

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.

It's short-form improv by the sweetest people on earth, including... YOU! Hosted by members of ImprovWorks, it's Berlin's only short-form improv jam! We'll pick some improv games in a range of difficulties, and if you want to play, just sign up. We aim to create an atmosphere where both first-timers can feel comfortable and supported getting on stage, and more experienced performers can get some fun practice. Doors: 19:30, Jam: 20:00 Tickets are free, but limited in number, get yours in advance to avoid disappointment: [https://www.improvworksberlin.com/shows](https://www.improvworksberlin.com/shows)

Join this Professional Communication session — to sharpen the skills for architectural pitches, elevator pitches, interviews. This time we meet in the Monbijou park. 💡 How it works The event is split into two parts: 1. **Communication (10 minute rounds)** – One participant answers a round of design and behavioral questions. Each other participant gets to ask him one question. 2. **Feedback Round** – The group provides feedback on communication, structure, and clarity. Constructive criticism is encouraged. 💡You will be asked: * **Light design problems** (high-level reasoning, not code) * **Behavioral questions** (“Tell me about yourself”, “Describe a challenge you faced...”) No need to prepare anything in advance — just bring curiosity and an open mind. 💡Note: location is the entrance to Monbijou park

Ditch the old book club, where everyone has to read the same book...this is better! It works like this: Bring your own book. Come chat, have some tea or coffee, get to know your neighbors. Then we quietly read together, side by side, for about one hour, each one reading their own book, and afterwards we talk with each other about what we are reading. The usual agenda: - Arrival and introduction (~20 minutes) - ⁠Silent reading (~1 hour) - ⁠Discussion (~30-40 minutes) - ⁠Join us for a bite at a local restaurant afterwards, if you like! You may read in any language, you may read any book. We are a group of international residents of Berlin from many different countries, of all ages, and we converse in English. We welcome you! No registration needed – the event is donation based. All funds support the Offenes Wohnzimmer.

Registration available also on Luma : https://luma.com/jjg884su (Only sign up once please) Silent Book Club is a group of book lovers who enjoy reading together in public. All books and all readers are welcome. (Kindly RSVP 'yes' only if you can make it, so we can save a seat for you and our fellow readers on the waitlist!) This page-turning party will unfold in the Café (1st floor) at the Bode Museum. There's no entrance fee, but please order at least one item from the cafe and don't bring any outside drinks :) No quizzes, no pressure, no assigned books - just a group of book-loving souls basking in the beauty of silent reading. **Our thrilling agenda:** 10:30 am - 11:00 am - Arrivals, ordering drinks/food (social time) 11:00 am - 12:00 pm - The Great Quiet Reading Hour (where silence is the star) 12:00 pm - 13:00 pm - Optional socializing, share your reading adventures or just keep exploring the pages Stay for lunch, and who knows? You might just find your next favorite book over a pizza. NB: If you plan to go for lunch, please consider bringing cash, as some restaurants only accept card payments after a certain amount.

This time we will be discussing Rose by Markus Schleinzer! The film is currently showing in theatres Film info: [https://www.imdb.com/de/title/tt25399154/](https://www.imdb.com/de/title/tt25399154/) you will find us inside the bar usually on the left side. if you dont find us ask at the bar where the filmgroup is sitting. Don't forget to watch the film before joining the meetup :)

Sunday mornings are for easy 5k's! Join us on our regular Sunday runs. This run is for EVERYBODY. We created RCB with the intention of connecting runners/people with each other. We know how hard it is to meet new friends in a city full of people. With RCB we want to make that easier. Every Sunday we will meet for a easy 5 kilometers (pace vary's according to people present), with a nice coffee and some socialising afterwards. We believe that running can be much more than performance or pace. Meet-up is at Maxway Coffee, Katharina-Paulus-Straße 2 at 11am. Hopefully see you there :)

Das Thema Angst ist nicht nur ein Thema der Psychologie. Angst kann man auch soziologisch und philosophisch untersuchen. Das soll beim nächsten Treffen geschehen.

AKRO YOGA OPEN JAM Partner-Akrobatik im Offenen Wohnzimmer - Offene Jam Du möchtest deine neu gelernten Flows und Figuren aus der Partnerakrobatik mit anderen Menschen ausprobieren? Dann bist du hier genau richtig. Wir wollen gemeinsam einen Raum schaffen, in dem wir gemeinsam an unseren Flows arbeiten und kreativ experimentieren können. Nach einem gemeinsamen Warm Up wird frei ausprobiert, um am Ende bei einem gemeinsamen Cool Down wieder zusammen zu kommen. Du kannst gerne alleine kommen, es wird genug potentielle Partner\*innen vor Ort geben. Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort. \*\*\*\* Anmeldung erforderlich : melde dich bitte an unter [akro@filua.de](mailto:akro@filua.de)

[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.

**Neue Leute kennenlernen, nette Gespräche & frische Luft. Am Sonntagnachmittag.** . **💶 2 Euro Gebühr (vor Ort, in bar)** . **🛑 Falls Du es nicht schaffst, sag bitte rechtzeitig ab.** 😊 **Zusagen sind bis kurz vor Beginn möglich. Ich freu mich Dich zu sehen.** . 👋🏼 Wir treffen uns an der [S-Bahn Station Treptower Park, am Hinterausgang Richtung Park (Link Google Maps)](https://maps.app.goo.gl/4kVsM838mCSftVPc9). . Wir machen eine kleine Vorstellungsrunde. Danach gehen wir los. . 💐 Wir laufen auf dem großen Uferweg entlang der Spree, vorbei am Vergnügungspark Plänterwald bi szum Ende des Plänterwalds. Dort kehren wir um, gehen zurück durch den Plänterwald um dann wieder das wunderschöne Spree-Ufer entlang zu laufen. 😊 Ich bereite Deep-Talk-Fragen vor, damit Ihr gut uns Gespräch kommt. . **💧 Empfehlungen:** * Bring etwas Wasser mit, falls Du durstig wirst (1 Liter) * Gegen Abend kann es kühler werden: Bring Dir etwas Warmes anzuziehen mit. . **👉 Rechtlicher Hinweis** Auch wenn wir uns als Gruppe treffen und ich einen schönen Weg für uns herausgesucht habe, **bist Du voll verantwortlich für Dich selbst**. . **👱🏼‍♂️ Mehr über Abenteuer Freundschaft** Ich bin Georg Preller. Ich habe Abenteuer Freundschaft gegründet, um Freundschaft zu erforschen. Mein Ziel: Mehr echte Freundschaften auf dieser Welt. . Auf Meetup findest Du zahlreiche Events zum Kennenerlenen oder um über Freundschaft zu lernen. . **👋🏽 Weitere Gruppen & Kontaktmöglichkeiten** . **✈ Telegram-Kanal: [t.me/abenteuer_freundschaft](http://t.me/abenteuer_freundschaft)** für Events, Workshops & Treffpunkte für neue Freundschaften . **✉ Freundschafts-Newsletter:** [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) Alle 4 Wochen das Neuste aus der Freundschaftsforschung; oft seltener, denn ich schreibe nur dann, wenn es wirklich etwas zu berichten gibt. . **🔥 6 Zutaten großartiger Freundschaften** Seit 2020 forsche ich, was großartige Freundschaften wirklich ausmacht. Das Ergebnis ist das 30seitige eBook: "Die 6 Zutaten großartiger Freundschaften". Du erhältst das eBook zurzeit kostenlos mit der Anmeldung zum Newsletter: [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) **💯 Wie wird man Freunde in Berlin:** * [Freunde finden: Wie wird man Freunde?](https://abenteuer-freundschaft.de/freunde-finden) * [Was ist Freundschaft?](https://abenteuer-freundschaft.de/freunde-finden) * [Wie schnell wir man Freunde?](https://abenteuer-freundschaft.de/wie-schnell-entsteht-freundschaft)

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

The topic for May is "Ink" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment. Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.