Curriculum Vitae

Education

Karlsruhe Institute of Technology (November, 2019 - November, 2021)

Master of Science, Computer Science

Focus areas: + Anthropomatics and Cognitive Systems + Robotics and Automation
Master Thesis at the Bosch Center for Artificial Intelligence (BCAI) and KIT Autonomous Learning Robots Lab (ALR)
Thesis topic: “Kalman Mixture Networks”: The thesis combines traditional methods in control theory with Bayesian deep learning to model uncertainty and multimodality in time series data.

Karlsruhe Institute of Technology (September, 2016 - November, 2019)

Bachelor of Science, Computer Science

Bachelor Thesis at the KIT Intelligent Sensor-Actuator-Systems Lab (ISAS)
Thesis topic: “Modeling End-to-End Delay in Networked Control Systems via Dirichlet Process Mixture Model”: The thesis applies Bayesian mixtures to model the time delay of packages in networked control systems.

Master Thesis Student (April, 2021 - September, 2021)

Bosch Center for Artificial Intelligence (BCAI)

Working Student – Java Programming (March, 2020 – March, 2021)

Vector Informatik GmbH

Working Student – Java Programming (July, 2018 – May, 2019)

Innoface AG

IT scholarship from Chassis Systems Control division, Robert Bosch GmbH
Germany Scholarship (Deutschlandsstipendium) for students at the Karlsruhe Institute of Technology

My paper Switching Recurrent Kalman Networks was accepted at the Machine Learning for Autonomous Driving Workshop (NeurIPS 2021)