Research Projects
Complete list of my research projects and collaborations
Autolabelling Methods and Pipelines
06/2022 - nowDevelopment of methods for and bring-up of a large scale autolabelling pipeline - with Cariad and Bosch Automated Driving.
View ProjectData Selection Methods and Pipelines
06/2022 - nowTargetted data selection on scale in cloud and in vehicle - with Cariad, Bosch Research and Bosch Automated Driving.
View ProjectLecture: Introduction to Statistics
03/2021 - 09/2021Holding an introductory lecture on statistics, including exercises and exam (26 students).
View Supporting ContentMulti-modal Object Detection
04/2017 - 04/2021Developing and Analysing methods for multi-sensor object detection - with Bosch Research and Bosch Automated Driving.
View ProjectAuto-Label Methods
04/2018 - 04/2021Developing AI methods for efficient Auto-labelling and dataset cleaning - with Bosch Automated Driving.
View ProjectGenerative AI for Text and Sensor Data
04/2017 - 04/2018Research and development of Generative AI techniques for text synthesis and sensor measurement generation, with cross-modal transformation capabilities - with Bosch Automated Driving.
View ProjectAdaptive Stochastic Resonance - Tinnitus Model
10/2015 - 11/2016Investigated adaptive stochastic resonance as a mechanism for subjective tinnitus using neural network models and computational simulations - with University of Erlangen and ENT Hospital Erlangen.
View ProjectComputer Simulation - Fluid
03/2013 - 08/2013Computational model of confined dipolar fluids using Monte Carlo simulations and density functional theory to study dielectric properties near charged surfaces.
View Project