At Truss, I architected and developed backend services for warehouse automation and Automated Guided Vehicle operations. I also created a warehouse simulator that reproduced workflows, AGV behavior, and system interactions so teams could develop and test without the complete physical warehouse environment.
I designed a JSON Logic–based rules engine for robotic manipulations and configuration workflows, reducing repetitive manual operations by 80% after initial setup. I also refactored legacy revisions architecture, removing 3,000+ lines of code, fixing memory leaks, and improving system performance by 450%.
At ExactIT, I architected backend systems using a monolith and four microservices, and developed an AI-powered matching service using embeddings, cosine similarity, and k-means clustering. I mentored three backend engineers and deployed cloud and on-premises servers through automated CI/CD pipelines.
My project Francessca combines OCR, document understanding, RAG, vector search, and LLM-based assistance to turn German bureaucratic documents into structured, actionable information. I’m also pursuing a Master of Science in Computer Science at the University of Passau, specializing in AI Pipelines in Cybersecurity.
