Majors: Probabilistic & Statistical Machine Learning,
Deep Learning, Computer Vision, Explainable AI
Final grade: 1.8
Thesis: Are interpretable models better than post-hoc explanation
methods in detecting shortcut learning?
Majors: Data Analysis, Data Infrastructures
Final grade: 1.5
Thesis: Self-Supervised Learning
Semester Abroad
Major: Finance
Final grade: 1.5
Thesis: Liquidity and Volatility Spillovers between U.S. Treasuries and Equities
Semester Abroad
Majors: Money and international Finance, Banking and Finance, Insurance
Final grade: 2.0
Thesis: To the use of Technical Analysis
Various tasks, including business analytics, optical character and image recognition with focus on the software tesseract by improving current language models as well as building classification algorithms to detect a badly performed conversion.
Finding business intelligence solutions by creating, combining and analysing multiple data sources utilizing SQL, JS and Python – Technical Project Manager.
Assistant on various research projects by reviewing the relevant literature, assessing multiple data sources and empirical data analysis.
Management Assistant with focus on creating documents, contracts and settlements as well as various administrative and organisational responsibilities.
Management Assistant Experience with Django
Javascript, HTML & CSS
Basics: Java, C, Haskell, Assembly
Advanced: Python
(including NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, PyTorch)
MS Office Applications: Excel, PowerPoint, Word
Statistical Software (R - basics)
Git Version Control
Latex
German (native language)
English (business fluent - TOEFL 108)
Experience in Agile Software Development - Scrum
E-Commerce shop using Django. Utilizing Google Maps API, Sendgrid API and PayPal API.
Implementation of the original CycleGAN for Image-to-Image translations. Number of modifications (Gram-Matrix, Feature Loss, Network-Architecture) to be able to make the algorithm work on high structural differences between the images (with moderate success).
Implementation of the SimCLR Algorithm by Chen et al. (2020) + slight modification: AVGSimCLR.
E-Commerce shop using WordPress. Utilizing WooCommerce and WooFood. (Outdated -> new Website using Django (see above))
Simple WordPress-Website. Design via Divi-Builder.
WordPress Divi-Editor Design