- 🌱 I’m currently studying Artificial Intelligence (B. Sc.) at Technical University of Applied Sciences Ingolstadt
- 🔭 I’m currently building Causal Inference engine at e:fs TechHub GmbH
- ⚡ I've been learning Python and web development for the last seven years
- 🔭 I’m currently looking for working student and internship opportunities in Artificial Intelligence and collaborators for AI projects and competitions.
- 📫 How to reach me:
AI and Machine Learning:
Web Development:
For our student group project, we've built a virtual chessboard which can be operated by hand moves in front of a webcam. Uses gesture recognition and localization to control internal game states. Supports playing against an AI opponent (Stockfish) Python, MediaPipe, OpenCV, Numpy
I've written a seminary paper about Glioma Classification by radiomics features (numerical features extracted from MRI scans). I've applied the methods on an actual dataset with satisfactory results. Python, Numpy, Scikit-Learn, PyRadiomics
- Implementation of statistical language models (n-grams) for language classification. Used 320 languages Wikipedia dataset. Python, Numpy
- Error correction with (1) hand-made attention layer and (2) pre-trained transformer model (Marian NMT). Python, numpy, transformers
- Implementation of Gaussian Processes, PCA and t-SNE from scratch Python, Scipy, Numpy, Matplotlib
I've made and administrated web app for booking ticket to our school's annual prom. This website was used by more than 300 people. Available on PythonAnywhere. HTML, Javascript, Python Flask, SQL
I've written a seminary paper (in Czech) on a Python geospatial library Geopandas for my high school's Geography lessons. I've also contributed several times to Geopandas library on GitHub. Python
I've made an interactive tkinter GUI for creating, training and saving neural networks. It includes hand-written digits dataset (MNIST), Fashion and Quickdraw dataset loader. Python, numpy, matplotlib