Work

A route-time estimation tool built for Zürides, based on a physical cycling model that combines GPX routes, rider power profiles, gradients, and curves, then renders both command-line output and a PDF report with map and elevation profile.

A cycling community in Zurich that I started with friends in 2021 and that has grown to more than 1,500 riders.

Five mini-projects covering cross-validation, regularization for linear regressions, imbalanced and incomplete data, feature selection, deep neural networks, and image-oriented model structures using scikit-learn and TensorFlow.

Weekly exercises on graph generation, graph measures, and network applications using Python with networkx and pathpy.

A command-line tool to estimate anaerobic capacity and anaerobic threshold from cycling power data and visualize the fitted power curves.

A command-line tool that monitors ASVZ classes, waits for registration to open, and completes the sign-up flow automatically with selenium, pandas, and requests.