Index
Projects
A collection of projects across machine learning, computer vision, and reinforcement learning. Each write-up walks through the problem, the approach, and what the results show.
2026
Learning control, from rules to deep Q-networks
Reinforcement Learning · Saarland University · Coursework collection
2025
Classical image processing in modern C++
Image Processing and Computer Vision · Saarland University · Course project
Graph Transformers on PATTERN
Machine Learning for Natural Language Processing · Saarland University · Seminar project
2024
Efficient XGLM adaptation for Ayacucho Quechua
Neural Networks: Theory and Implementation · Saarland University · Course project
From simulated roads to real-looking street scenes
High-Level Computer Vision · Saarland University · Course project
Integrated Gradients across vision, text, and graphs
Explainable Machine Learning · Saarland University · Seminar project
AdaGrad and Adam with gradient differences
Optimization for Machine Learning · Saarland University · Course project