Digital Signal Processing

**IMPORTANT! Please register at** [Luma Page](https://luma.com/9svvrv99) ​Vibecoding is no longer the question. What matters is what you actually do with it. **​On May 9** at **Spiced Academy (Berlin)**, we meet to figure that out in practice — using **[Lovable](https://lovable.dev/)**. No lectures, no slides. You open the tool and start working. ​[Projector Global community](https://www.linkedin.com/company/projector-global-community/) ambassadors and mentors will guide you through the basics, help you navigate the process, and answer your specific questions. **​This event is for those who:** — already have some experience in vibecoding — want to test a tool hands-on instead of watching demos — are stuck on something specific and want a real answer ​Come with a question. Even better — submit it during registration. ​We recommend creating an account in advance so you can jump straight in. **Mentors** During the session, you’ll be supported by experienced builders and designers: * **[Vitalik Kotik](https://www.linkedin.com/in/vitali-kotick/)** — CEO & Co-Founder @Superapp, ex-Bolt Senior Product Designer * **[Yevheniia Liubchyk](https://www.linkedin.com/in/yevheniia-liubchyk/)** — Product Designer @Zoi * **[Olha Kirdiaieva](https://www.linkedin.com/in/olha-kirdiaieva/)** — UX Designer @JUPUS * **[Danilo De la Fuente](https://www.linkedin.com/in/danilo-de-la-fuente-product-manager/)** — Founder @Arma Music, Product Manager They’ll be there to help you unblock, give direction, and support your ideas in real time. **​Tool Partner — Lovable​** This event is supported by [Lovable](https://lovable.dev/) \- an AI\-powered tool for building products faster\, without getting stuck in complexity\. ​Lovable helps you turn ideas into working solutions, experiment quickly, and focus on what matters - logic, flow, and outcomes. ​Participants will receive free credits to explore the tool during the session. Learn more: [https://lovable.dev/](https://lovable.dev/?utm_source=luma) **​Venue Host​​​** Hosted by [Spiced Academy](https://www.spiced-academy.com/en) — a Berlin tech education hub focused on hands-on learning in AI, Data, UX/UI, and Product, and building a strong tech community. **Hosts**​​​ This event is organized by [Projector Global Community](https://www.linkedin.com/company/projector-global-community/) ambassadors (by [Projector Institute](https://prjctr.com/en/about)): * ​​​[Emiliia Karpiuk](https://www.linkedin.com/in/emiliiakarpiuk/?utm_source=luma) * ​​[Julia Savchuk](https://www.linkedin.com/in/yuliia-savchuk/?utm_source=luma) **​​​​Photos & Video** ​​​​Please note that we will be taking photos at this event. By attending, you agree to be photographed, and grant the organisers permission to use this footage online and for marketing purposes (e.g., on social media or our websites).

**THEME:** LIBIDO **WHEN:** Saturday, May 9th, 8:15-11:00 pm Stay for tea & snacks after the dance to continue our evening of connection. **WHERE:** Studio 2 - Bethanien, Mariannenpl. 2, 10997 Berlin Enter main entrance on Mariannenplatz 2 (bldg with 2 towers)- take first staircase to the right up to the 2nd floor (2.OG). **WHAT:** **5Rhythms Dance w/ Oliver** playfully evokes high and deep physical presence through passionate dancing and powerful music. Let yourself be guided into a deepening relationship with your outer and inner body, with your self and your life, creating many moments to still the mind through movement. This event includes a somatic introduction and integration. Liberate into the here and now through the **5Rhythms Dance w/ Oliver** Dance Meditation. In this class movement becomes the medicine, the meditation and the metaphor. **✨SCHEDULE✨** 19:45 - Arrival 20:15 - Somatic Opening 20:20 - Doors closed 20:45 - 5 Rhythms Dance 23:00 - Social Time - Tea/Snacks **WHO**: Since 2014, **OLIVER** has been an accredited 5Rhythms teacher, trained in New York City by 5Rhythms founder Gabrielle Roth and her son Jonathan Horan. In addition to the 5Rhythms, his work is infused with a deep, decades-long practice in Gurdjieff’s sacred movements, meditation, and yoga (certified teacher with Richard Freeman). Oliver is also a musician. In innovative ways, he integrates complementary approaches and practices to enrich his 5Rhythms offerings (Somatic Experiencing, meditation / awareness practices, live music / chanting, community building, and transformative group experiences). Oliver is based in Berlin and offers workshops and retreats across Europe and the USA. \*\*All of Oliver’s class and workshop hours count toward the prerequisites for the 5Rhythms Teacher Training.\*\* **PLEASE BRING:** \- Open mind \- Comfortable dancing clothes \- Water bottle **PRICE:** Regular: €25 — Reduced: €22 — Supporter: > €25 — Or pay according to your own means **OPTIONAL REGISTRATION / PRE-PAY (in addition/alternative to Eventbrite)** **Eventbrite:** [Tickets here](https://www.eventbrite.com/e/1985807342217?aff=oddtdtcreator) **Email:** [oliver5rhythms@gmail.com](mailto:oliver5rhythms@gmail.com "mailto:oliver5rhythms@gmail.com") **Subject:** REGISTRATION for -event's date- or **PayPal**: oliver5rhythms@gmail.com (Family & Friends)

**🧡 Hello Dear Chess Enthusiasts!** **☕ Participation fee** **You must buy a drink or food before sitting.** (**We were warned that** **you cannot sit without buying a drink.** This is a private café. Outside food or drinks are not allowed.) **📢 Chess Board** Please bring it if you have one. Otherwise, you may need to wait to play. **🕥 Please arrive on time** If you are more than 30 minutes late, there might be no table. The venue is reserved until 1:00 pm, so we should prepare to leave by that time. **📌 Location** The Bode Museum Café is on the first floor. Walk up the stairs. No ticket needed; just tell the staff you’re going to the café. **✨ Chess for fun** This meetup is organized by beginners for beginners and enthusiasts who are eager to practice, improve, and enjoy chess in a friendly and supportive environment. **📖 Basic knowledge is good to have.** ( [https://en.wikipedia.org/wiki/Rules_of_chess](https://en.wikipedia.org/wiki/Rules_of_chess) ) **📷 Instagram** [https://www.instagram.com/berlin_chess_club/](https://www.instagram.com/berlin_chess_club/) **💬 WhatsApp Group** This group is only for event participants. To get access, please ask the host during the event. 🚩**We have no tolerance for discriminatory(sexist, racist, and other) jokes or comments.** **🌸 Thank you & See you** *Photos and videos may be taken for social media and memories. Let an organizer know if you prefer not to be filmed.*

**Build & Learn: AI with Coffee ☕ — Build & Share** This is a monthly meetup where we focus on real things people are trying to build — from work problems to personal ideas. We’re here to help you get started, meet other builders, and share what you’ve been working on. **🟡 Part 1 — Getting Started** If you’re a beginner: We’ll walk you through how to begin (tools, ideas, simple paths) Show examples of what others are building Help you take your first step **🟡 Part 2 — Builder Showcase** If you’re already building: You can present what you’ve been working on (5–10 minutes) Share challenges and lessons learned Get feedback from the group **⚠️ Limited Spots** This is a small group on purpose. Please only sign up if you actually plan to come. **Want extra help?** If you’re feeling stuck or thinking about transitioning your career, you can book a 1:1 session 👉 *[Calendly link](https://calendly.com/lindseypeng/workflow-clarity-call)* or join the community 💬 [Discord](https://discord.gg/dPnmzcCP8w)

Are you ready for an experiment? Let’s mix some cutting-edge science with hilarious improv. Come watch a team of Berlin’s funniest improv nerds and science affiliates deconstruct a real scientific talk from a real scientific person and turn it into... well, Laughing Matter. Come join in the fun and leave the venue knowing more about one or two particular scientific fields of research than you did before. Unless you are a scientist, then we can’t guarantee you won’t somehow know less. Doors: 19:30 Show: 20:00 Tix: [https://www.improvworksberlin.com/shows](https://www.improvworksberlin.com/shows)

Get ready to immerse yourself in the enchanting world of mantras with Sri & Band, where music and spirituality meet in perfect harmony. This Mantra session uses the power of supportive words to redesign the architecture of your mind, let go of limiting beliefs about yourself, and become aligned with your heart. When your inner critic is overreacting and you have lost touch with who you truly are, this chanting session will guide you back to yourself. With each mantra as your anchor, you’ll plant new seeds in the garden of your mind, take agency of your internal world, and feel the immediate enlivening effects. You dont need previous experience in Singing/Chanting. You can listen to Sri´s music here https://shorturl.at/laIwU

Join us for a transformative experience in our Sound Healing Sessions where we explore the power of musical therapy and spiritual healing. Through the harmonious sounds of various instruments and guided meditations, participants will immerse themselves in a journey of self-discovery and inner peace. This session offers a unique blend of music and spirituality, creating a sacred space for healing and relaxation. Whether you are looking to release stress, balance your chakras, or simply rejuvenate your mind, body, and soul, this session is designed to help you tune into your inner harmony and well-being. Come and connect with like-minded individuals in a supportive environment and elevate your senses through the healing vibrations of sound. Soundhealing meets Yin Yoga Patinka(yoga) aka Patricia Joanna, praktiziert & lebt Yoga. Ein absolute Crossover in der Vielfalt an Yogastilen die sie erlernt & ausgebildet ist. Yin Yoga unterrichtet sie mit einer gewissen Ruhe, klarheit, sowohl echter tiefe. In der Natur wird es nochmal ein ganz besonderer Highlight sein sich im loslassen zu üben und zu erden. Der Plan 1\. Grounding mit Sound Healing 2\. Pranayama 3\. Yin Yoga Part 4\. Sound Healing 5\. Circle talk ♡ Language ? English & Deutsch \*\*The Meet Up is free, but you are welcome to make a donation if you wish Donation-based event. Recommended amount: 20-30 EUR \*\* Please bring your own yoga mat and any props you may need for your practice. Comfortable and warm clothing is recommended. Looking forward to meeting soon! Follow us on Instagram: @patinkayoga @dazasound

Join us for a hands-on, collaborative **4-hour workshop** where we use LLMs to code. We will be implementing the following 3 exercises: [connect four](https://www.hellointerview.com/learn/low-level-design/problem-breakdowns/connect-four) [amazon locker](https://www.hellointerview.com/learn/low-level-design/problem-breakdowns/amazon-locker) and [elevator](https://www.hellointerview.com/learn/low-level-design/problem-breakdowns/elevator) ### **What we will do** We will use the LLM (any free one, like chatGPT) to write code that solves a given problem. Our goal is to not write code by hand, and to produce an application that passes a set of specifications. ### 🛠 **Share ideas about agentic coding** We will be practicing our agentic coding skills: * bring a laptop with Java or Golang installed * know how to code in either Java or Golang * share and explore ideas about how to use LLMs to create production-ready applications ### 💬 **Atmosphere & Logistics** The workshop is **free**. There will also be a 20 min pause, if you want to order snacks.

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)

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.

**Welcome to Sober Berlin – Sober Dance Party, Ecstatic Movement & Soundhealing** Join our **Telegram** or **WhatsApp** group to stay updated on all artists: * Telegram: [https://t.me/+hd1BG5kuh1A4NDgy](https://t.me/+hd1BG5kuh1A4NDgy) * WhatsApp: [https://shorturl.at/YWnCr](https://shorturl.at/YWnCr) A **sober, heart-centered space** for movement, music, and genuine connection. Sober Berlin hosts **alcohol-free events** where you can dance, express yourself, and connect – fully present and substance-free. Perfect for the sober, sober-curious, in recovery, or anyone seeking mindful nightlife. ✨ **What We Offer:** * Ecstatic Dance sessions with live DJs * Cacao Ceremonies and or guided warm-ups * Safe, inclusive space – no alcohol, no drugs * Tea, snacks, and a cozy community corner No dance experience needed – just bring your body, breath, and presence. 💖 **Giving Back:** 10% of earnings go to women-centered and child-focused NGOs. 🕊️ Join **Sober Berlin** and rediscover connection – with yourself and others.

Hallo zusammen! In Rahmen der PAKD Gallery Kurse bieten wir euch einen Zeichenkurs an. Wenn Ihr Zeichnen liebt und eure Fähigkeiten weiterentwickeln möchtet, dann seid Ihr hier genau richtig. In diesem Video erzähle ich euch von meinem Kurs für realistisches Zeichnen mit Bleistift - und wie er Eure künstlerische Arbeit auf ein neues Level bringen kann. Hattest Du schon immer das Gefühl, zeichnen können zu wollen - Dir fehlt aber die richtige Anleitung? In diesem Kurs lernst Du realistisches Zeichnen mit Bleistift, einfach, verständlich und Schritt für Schritt: • Korrekte Perspektive • Licht und Schatten • Materialdarstellung wie Glas, Keramik, Stoff, Metall Der Kurs ist perfekt für Anfänger und für alle, die ihre Fähigkeiten verbessern möchten. Wenn dieses Video Eure Leidenschaft für das Zeichnen mit Bleistift geweckt hat, dann schickt mir einfach eine E-Mail und lasst uns gemeinsam eure Reise in die Welt des realistischen Zeichnens mit Bleistift beginnen. Kleiner Kurs, große Wirkung. Maximal 12 Teilnehmer\*innen! Anmeldung: [kifan@pakd-gallery.com](mailto:kifan@pakd-gallery.com) Sichere dir deinen Platz, bevor alles ausgebucht ist. Samstag 11:00 - 14:00 Uhr. 25€ für eine einzelne 3- stündige Einheit 200€ für ein 10er-Paket, flexibles einlösbar.

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.**

RSVP on [Luma](https://luma.com/0f3ue7fu?utm_source=Meetup). Silent Reading / Creating Club is a gathering for people who enjoy focusing together in public. Bring a book, a notebook, a sketchpad, knitting needles, whatever you’d like to spend a quiet hour doing. All projects and all participants are welcome. We’re building a community of readers and creators who value depth, presence, and shared silence. The reading and creating isn't the real highlight, though, it’s in the people who return and make it feel like a familiar room. (Please RSVP “yes” only if you can make it, so we can save a seat for you and others on the waitlist.) Our Meeting Point is in the middle of the **Tilla-Durieux-Park near Potsdamer Platz**. Bring a picnic blanket, a cushion, and maybe some snacks/a drink! No assignments, expectations, or pressure. Just a shared hour of intentional silence, followed by the opportunity for good conversation. 🕰 Our Agenda **10:30 – 11:00** Arrivals, ordering drinks/food, light social time **11:00 – 12:00** The Great Quiet Hour (Read. Write. Sketch. Code. Think. Sit.) **12:00 – 12:30** Optional socializing: share what you were reading or creating, or simply continue in quiet focus. ## 🏡 House Guidelines To keep this space calm and welcoming for everyone: • Silence during the focus hour (no calls or conversations) • Put cellphones on silent mode • If using technology, please avoid meetings or audio (headphones please!) • Arrive before 11:00 if possible to minimize disruptions

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

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

**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

**TBA**

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**TBA**

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/