Computer Science Student - Data Science, Machine Learning, Process Mining
Freelance project building a static web app for the textile company TM Trend Moden GmbH using Next.js with client-side routing. The web app provides functionality for coloring article drawings from the company's catalog.
Report on Random Forests in Machine Learning, written at the Chair of Computer Vision i13 under Prof. Dr. Bastian Leibe. Analyzed problems of decision trees such as overfitting and introduced ensemble learning and random forests with reference to Leo Breiman's paper (2001) and Tin Kam Ho (1995).
Report on neuroinspired computing and attention mechanisms under Prof. Dr. Abigail Morrison. Current research with the Computation in Neural Circuits group within the Chair of Software Engineering (i3). Working with the famous "Attention is all you need" paper, exploring attention mechanisms and their applications in neural computing.
Member of the Aachen Data Science Club, a student initiative at RWTH Aachen that brings together students from diverse academic backgrounds to learn and apply data science through events, talks, and hands-on projects.