At Bauer Media Group, I designed architecture for RAG-based semantic search across 10,000+ articles and worked on an agentic pipeline for generating motion graphics, voiceovers, and optimized scripts.
I also contributed to automated content creation workflows using vector search across text and images, and built agentic controls for a video editor connected to the editor CMS. I created an end-to-end testing strategy using Playwright and POM architecture.
At ZBW.eu, I consult on open-web applications and research projects, including data pipelines for text summarization and text-to-speech. I developed and used RAG pipelines with vector databases and langchain.
My work has also included Azure-based IoT features at JAKALA.com (FFW.com), consulting on client projects, and full-stack development across startups and research teams. I’ve worked with technologies including TypeScript, ReactJS, NodeJS, Azure, and Qdrant.
