Projects
A selection of projects I have worked on.
2026 / Live
Co-founder, technical lead
Agentic AI assistant for internal knowledge retrieval, built on MCP (Model Context Protocol). Targeted at any organisation that wants an overview of its own data.
HR sentiment tracking with anonymous employee feedback and real-time analytics. An earlier Centro Labs product.
Course paper comparing three strategies for turning natural-language questions into SQL over real Swiss federal statistics, with a documented notebook that reproduces every step. The database-exploring agent does best on the hard questions, where grounding in the right year, geographic level, and exact categorical values matters most.
Short paper evaluating how dyslexia and Parkinson induced errors in user queries affect precision and recall of classical IR systems, and how a simple Levenshtein distance normalisation step recovers most of the lost retrieval quality.
Open-source Angular library for Markdown-driven blogs. Strictly data-layer-only. Consumers control HTML, CSS, and routing.
Library-free neural network in pure TypeScript and JavaScript that classifies handwritten digits from MNIST. Backpropagation and forward propagation implemented from scratch.
Complete static-file HTTP server written in Rust with a worker pool for parallel request processing. Sockets are the only abstraction, everything else is hand rolled.
Multithreaded HTTP/1.1 server in pure C with a custom thread pool, MIME type detection, custom error pages, gzip aware response negotiation, and a CUnit test suite.
Implementations of numeric algorithms from the ZHAW course Höhere Mathematik 2, written during exam preparation. Splines, Runge-Kutta, Lagrange interpolation, numeric differentiation, LORAN positioning, and more.