Still Learning.
Already Automating.

A support team was drowning — the same questions, answered by hand, every single day. 3+ hours of copy-pasting tickets into spreadsheets before anyone even started replying. I built an n8n workflow that reads incoming emails, classifies intent with GPT-4o, auto-drafts replies for common cases, and escalates anything unusual to a human. The team went from 3 hours of daily grind to 20 minutes of review. Nobody answers the same question twice.

You get a letter from the Ausländerbehörde. It's dense, official German — and buried somewhere in it is a deadline you can't miss, or a document you forgot to bring. Most people either panic-translate it word by word or just ignore it and hope for the best. I built DecipherDE: upload any German official document (PDF or photo) and get an instant plain-English breakdown — what it says, what you need to do, what the deadlines are, and what to watch out for. Powered by Claude's vision capabilities. Part of the GermGuide AI suite.

International students in Germany drown in bureaucracy — visa types, work hour limits, residence permit extensions, Anmeldung deadlines. The official sources are dense, the forums are wrong half the time, and mistakes cost months. I built AskVisa: a plain-English chatbot powered by the Claude API that answers student visa questions instantly and accurately. Ask it anything from "how many hours can I work?" to "what happens if I miss my permit renewal?" — it knows. Part of a broader GermGuide AI initiative to make German bureaucracy less terrifying.