A group project for the university course Financial Time Series, in which we systematically built and backtested SPX option strategies over 25 years and combined them into a tail-aware Markowitz portfolio.

Our team developed a revenue forecasting model for Restaurant Sonne Sempachersee to address staffing imbalances caused by unpredictable guest volume. By training a Random Forest on four years of sales data, weather metrics, and local event calendars, we built a system that explains 83.22% of revenue variability. This approach reduced forecasting errors by 11.4% compared to the restaurant's existing method, providing a data-driven basis for weekly workforce planning.

Won 1st place representing HSG at Bocconi's 5th Family Business Game, a European case competition on family business strategy organized by the AIDAF-EY Chair and EY.

Won 1st place at the Coding Night challenge hosted by valantic and the ACM Student Chapter HSG

START Hack St. Gallen is one of Europe's leading entrepreneurial hackathons, bringing together 600 international talents to work on industry case studies.

1st Prize winner of the Dr. Hans Riegel Award for a scientific thesis on real estate and climate change.