I am a Lecturer/Researcher at University of Applied Sciences Technikum Wien and Doctoral Student at Graz University of Technology, working on machine learning and modern control approaches in robotics as well as personal projects.
This section presents courses I have been involved in while working at UAS Technikum Wien. Apart from the courses listed here, I have supervised student's scientific work, such as Master and Bachelor theses.
Course developer, coordinator and lecturer Winter Term 2023 - Now
Fundamental approaches to simultaneous localisation and mapping (SLAM) based on probabilistic reasoning are discussed in-depth (filter-based and graph SLAM). Presented methods serve as a reference for subsequent discussion of state of the art mapping approaches, such as semantic SLAM and Neural Radiance Fields. The lecture is acommpanied by a lab, where students implement their own 3D mapping system on a disaster response robot. Conducted in the third semester of the Master Robotics Engineering study program.
Development of lab exercises and lecturer Summer Term 2023 - Now
Project-focussed lab accompanying the theory lecture on computer vision. Presentation of fundamental concepts in robot vision (camera models, convolution, edge detection) with an outlook to machine learning (principal component analysis, classic classification and regression techniques) as well as deep learning (neural networks, convolutional neural networks). Conducted in the second semester of the Master Robotics Engineering study program.
Course developer, coordinator and lecturer Winter Term 2022 - Now
Introductory course to data-driven algorithms commonly deployed in autonomous mobile robots. The lecture consists of a bootcamp-style theory lecture and a semester project where students solve the kidnapped robot problem in a maze. Conducted in UAS Technikum's Campus International program.
Course developer, coordinator and lecturer Winter Term 2024
Introductory course on mobile robots with a focus on control. Students are introduced to robot kinematics and basic modelling of physical behaviour and solve a semester project, where they implement a local planner based on model predictive control. Conducted in UAS Technikum's Campus International program.
Reviewer of scientific work conducted by students Winter Term 2022 - Now
Introductory course on writing scientific publications. Conducted in the fith semester of the Bachelor Mechatronics/Robotics study program.
Lecturer for practicals Summer Term 2022, Winter Term 2024
Introduction to autonomous mobile robot control including kinematics, global planning and local trajectory control. Conducted in the fith semester of the Bachelor Mechatronics/Robotics study program.