Berlin Builder Circle #1

​ LLMs for Confidential Data

​🗓️ November 13 \| 6:00–8:30 PM

​APPLY TO JOIN - 15 SEATS ONLY - EVENT NOT CLOSED ( JOIN WAITLIST)

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​Builder Circles are small, invite-only sessions where experienced practitioners exchange hard-earned insights on building real systems. Each circle focuses on a single topic, bringing 20 experts together for honest, high-signal discussions no slides, no fluff, just depth. ​We’re trying something new beyond your typical meetup. ​This pilot session is an expert-led, peer-to-peer session for practitioners who’ve actually built or worked with systems involving LLMs and confidential data. ​No spectators. No vendor pitches. No Talks. Just a small group of people who know what they’re doing, getting together to compare notes, exchange ideas, and dig into what’s really working and what isn’t.

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​🧠 What to Expect ​We’ll kick off with a quick intro from the hosts, followed by a round-robin where every participant shares:

• ​What they’re working on
• ​The key challenges or open questions they have
• ​Anything interesting they’ve built, learned, or want feedback on

​Then we’ll move into a guided discussion around core questions — pre-collected from the group and refined live, based on the room’s interests. Expect deep dives, hard questions, and genuine insights — not conference talk fluff.

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​💡 Why This Exists ​Workshops are great , but they take time to prepare and often end up one-directional. ​This format is lighter, sharper, and way more valuable: ​A closed-door mastermind session where everyone contributes, learns, and leaves smarter. ​Only 20 people will be admitted. Not one more. ​If you’re actively working with LLMs and data privacy, this is your room. ​If you’re not , sit this one out.

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​⚙️ The Plan Going Forward ​This is the pilot session of a new event series. ​If it works, we’ll host one of these every one to three months — each focused on a specific frontier topic in machine learning, data, and AI systems. ​We’re building a community of builders who want to go beyond theory and talk about what’s actually happening in the field.

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​Hosted at the Rasa Office, with thanks to the Rasa team for opening their doors. ​🗓️ November 16 ​🕕 6:00 PM – 7:30/8:00 PM ​📍 Rasa HQ, Berlin

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