Karlsruhe Institute of Technology • 2022 - Present
Deep Learning and Neural Networks
Deep Learning for Computer Vision
Machine Learning for the Natural Sciences
Neural Networks - Practical Exercises
Advanced Topics in Continual / Organic Machine Learning
Exchange Student - Master’s degree in AI
Universitat Politècnica de Catalunya • 2024 - 2025
Deep Learning for Medical Image Analysis
Human Language Engineering
Artificial Vision and Pattern Recognition
Intelligent Decision Support Systems
Big Data Analysis
Bachelor of Science in Computer Science
Karlsruhe Institute of Technology • 2018 - 2022
Cognitive Systems
Linear Algebra
Fundamentals of Probability Theory and Statistics
Work Experience
Software Engineer
MCT Netzwerke • 2024 - Present
(Part-Time)
Backend Architecture Modernization and Integration of AI Features using PHP Laravel and LLM APIs
Student Research Assistant
FZI Forschungszentrum Informatik • 2023 - 2024
(Part-Time)
Extended codebase and implemented Visual Odometry using habitat-sim, OpenCV and NumPy in Python
Compiled simulator sensor data into a dataset and visualized it with matplotlib
Started development of a graph neural network for trajectory correction utilizing GAT Convolution and the torch-geometric library in PyTorch
Bachelor's Thesis
Karlsruhe Institute of Technology • 2021
(Full-Time)
Created a phoneme classification and alignment tool using CNN, Transformer, RNNs and DTW in Python
Achieved state-of-the-art frame error rate of 18.1% on the TIMIT dataset using Gated Recurrent Units (GRUs), improving
by 4.0% compared to the previous state-of-the-art
Implemented an efficient pre-processing pipeline and experimented with advanced training techniques such as data
augmentations, learning rate scheduling and custom loss functions
Software Engineer
Karlsruhe Institute of Technology • 2020 - 2022
(Part-Time)
Collaborated with a team of five and developed the Machine Learning Speech Data collection tool TEQST at the Institute
for Anthropomatics and Robotics (IAR)
Successfully deployed in at least five countries
Focused on front-end development with TypeScript, Angular, Ionic, HTML, and CSS.
