Designing a soft, flexible bioreactor chamber for skeletal muscle tissue engineering at the Department of Materials, hosted by Prof. Pierre-Alexis Mouthuy. Supports dual perfusion and mechanical stimulation via electrospun hollow fibre scaffolds. Chamber design in Fusion 360, SLA 3D printing. Extending the brief with integrated sensing and exploratory ML.
Integrated AI assistant for a German online retailer, handling consultation, orders, returns, and after-sales inside their shop. Connected to inventory, order data, and customer history.
Personal Telegram-based automation agent for the repetitive parts of running a freelance practice: bookkeeping, tax prep, invoice tracking, and finance reporting. Pulls from connected accounts, classifies transactions, and answers questions in chat. Dogfooded version of the same kind of agent built for clients.
A SaaS API for automating invoice generation, validation, and ZUGFeRD/XRechnung compliance. Built and operated as a founder.
Marketplace platform connecting companies with flexible coworking and meeting spaces. Co-founded and led product engineering. Sold to Pixida GmbH in 2026.
Small specialty coffee roasting brand that grew out of the smart coffee roaster side project. From a one-off hardware build to a real product: branding, packaging, web shop, and roasting workflow. The non-software counterpart to everything else on this page.
Open robotics platform for embodied AI research. Currently working on motion control and integration with foundation models at Devanthro.
End-to-end vision-language-action policy training and on-hardware deployment on the SO-101 arm using the LeRobot framework. Used for experiments in imitation learning and bimanual manipulation.
Open-source robotics framework for embodied AI written in Rust. Modular crates for perception, control, and simulation integration.
Open-source machine learning framework written in Rust. Implements tensor operations, automatic differentiation, and inference.
Retrofit controller converting classic espresso machines into smart, app-connected appliances. PID temperature control and flow profiling over a custom firmware stack.
Online medical consultation platform pairing medical students with elderly users for accessible primary health advice. Full-stack web application.
IoT-controlled coffee roaster with profile recording and replay. Closed-loop temperature control via Raspberry Pi, custom firmware, and a small web UI for managing roasts. Also the origin of Marie Lou Coffee.
Full-stack web app for the gymnastics department of SV Esting. Handles group organisation, training management, and member communication for ~200 active users.