Research Projects

Complete list of my research projects and collaborations

Autolabelling Methods and Pipelines

06/2022 - now

Development of methods for and bring-up of a large scale autolabelling pipeline - with Cariad and Bosch Automated Driving.

AI Azure Python Automotive
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Data Selection Methods and Pipelines

06/2022 - now

Targetted data selection on scale in cloud and in vehicle - with Cariad, Bosch Research and Bosch Automated Driving.

AI Azure Python Embedded Automotive
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Lecture: Introduction to Statistics

03/2021 - 09/2021

Holding an introductory lecture on statistics, including exercises and exam (26 students).

Statistics Teaching Python
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Multi-modal Object Detection

04/2017 - 04/2021

Developing and Analysing methods for multi-sensor object detection - with Bosch Research and Bosch Automated Driving.

AI Python Automotive
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Auto-Label Methods

04/2018 - 04/2021

Developing AI methods for efficient Auto-labelling and dataset cleaning - with Bosch Automated Driving.

AI Python Automotive
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Generative AI for Text and Sensor Data

04/2017 - 04/2018

Research and development of Generative AI techniques for text synthesis and sensor measurement generation, with cross-modal transformation capabilities - with Bosch Automated Driving.

AI Python Automotive Generative AI
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Adaptive Stochastic Resonance - Tinnitus Model

10/2015 - 11/2016

Investigated adaptive stochastic resonance as a mechanism for subjective tinnitus using neural network models and computational simulations - with University of Erlangen and ENT Hospital Erlangen.

Python C++ Biological Systems Neural Networks
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Computer Simulation - Fluid

03/2013 - 08/2013

Computational model of confined dipolar fluids using Monte Carlo simulations and density functional theory to study dielectric properties near charged surfaces.

Python C++ Fluids
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