About
I build AI agent systems and AI-native products — focused on RAG architectures, LLM integration, and process automation. My approach: get to production fast, no unnecessary complexity.
I operate equally on the technical side (FastAPI, Python, Groq API, spaCy) and in product ownership (MVP definition, stakeholder communication, prioritization).
Projects
JobAgent
AI-powered job application manager. Scrapes listings, calculates CV match score via LLM, and assists with application writing.
VocaDine
Voice assistant for restaurant recommendations. Custom NER model trained on 600 utterances, slot-filling dialog, TTS output.
Pong RL Agent
Reinforcement learning agent based on Sutton, implemented from scratch. Trained via policy gradient without external RL frameworks.
Awards & Funding
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Press
Front page — Süddeutsche Zeitung European Defense Tech Hackathon, TU Munich 2025
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1st Place
Medienberghack Mainz 2019
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1st Place
Digital Camp Horb 2020
EXIST Startup Grant, €140,000
German federal funding for technology-based startups (BMWK). Awarded for Voiceblitz, a voice-controlled Android startup.
TV segment on the app in live use:
Contact
Open to full-time roles in AI product management and selected freelance projects.