Experience

understand.ai

• Germany
• Software Development
• 1 - 100 Employee

• Product Owner Computer Vision

  • May 2021 - Present

  Breaking the Linearity

• Deep Learning Researcher

  • Aug 2019 - Apr 2021

  Conducting Research on Learning-Based Human Driving Behavior Models



Kontrol

• Austria
• Software Development
• 1 - 100 Employee

• Research Development Software Engineer

  • Jul 2019 - Oct 2020

  Developing Formal Safety Verification for Autonomous Systems Developing Formal Safety Verification for Autonomous Systems



Stanford University

• United States
• Higher Education
• 700 & Above Employee

• Visiting Student Researcher

  • Nov 2018 - Aug 2019

  I am working on pro-active decisions of self-driving cars and interaction handling between self-driving and human-driven cars in the Autonomous Systems Lab with Marco Pavone. We use advanced machine-learning as well as deterministic models to understand and express intent via driving behavior and to formally gurantee safety for the self-driving car's decisions with a game-theoretic reachability approach. I am working on pro-active decisions of self-driving cars and interaction handling between self-driving and human-driven cars in the Autonomous Systems Lab with Marco Pavone. We use advanced machine-learning as well as deterministic models to understand and express intent via driving behavior and to formally gurantee safety for the self-driving car's decisions with a game-theoretic reachability approach.



atlatec GmbH

• Germany
• Motor Vehicle Manufacturing
• 1 - 100 Employee

• Test Driver

  • Aug 2018 - Oct 2018



EPFL (École polytechnique fédérale de Lausanne)

• Switzerland
• Higher Education
• 700 & Above Employee

• Graduate Student Research Assistant

  • Sep 2017 - Jun 2018

  Visual intelligence for transportation lab (VITA)

• Guest Lecturer

  • Apr 2018 - Apr 2018

  Guest lecturer on motion planning for CIVIL-459 Data and Artificial Intelligence for Transportation



FZI Forschungszentrum Informatik

• Germany
• Research Services
• 200 - 300 Employee

• Graduate Student Research Assistant

  • Mar 2017 - Aug 2017

  Estimation and Segmentation for Pointclouds and Gridmaps (In collaboration with Institute for Measurement and Control (MRT) at KIT) Estimation and Segmentation for Pointclouds and Gridmaps (In collaboration with Institute for Measurement and Control (MRT) at KIT)



Mercedes-Benz Research & Development North America, Inc.

• United States
• Motor Vehicle Manufacturing
• 500 - 600 Employee

• Engineering Intern

  • Jun 2015 - Mar 2016

  Environment Perception and Sensor Fusion for Self-Driving Cars - I realized a first Multiple-Model Tracking and Prediction Algorithm for the Mercedes' Self-driving car prototypes. - Part of that work (and follow-up projects) can be found in the Udacity Self-Driving Car Nano-Degree Prediction Chapter taught by Mercedes-Benz Environment Perception and Sensor Fusion for Self-Driving Cars - I realized a first Multiple-Model Tracking and Prediction Algorithm for the Mercedes' Self-driving car prototypes. - Part of that work (and follow-up projects) can be found in the Udacity Self-Driving Car Nano-Degree Prediction Chapter taught by Mercedes-Benz



Siemens

• Germany
• Automation Machinery Manufacturing
• 700 & Above Employee

• Student Employee

  • Feb 2014 - Jul 2014

  Virtualization of Industry Automation Software for Industry 4.0 - I developed a prototype for a plug-and-play solution for legacy industry automation software - The prototype was subsequently turned into a product that is now being sold Virtualization of Industry Automation Software for Industry 4.0 - I developed a prototype for a plug-and-play solution for legacy industry automation software - The prototype was subsequently turned into a product that is now being sold



IES Electronics Development

• Braunschweig und Umgebung, Deutschland

• Engineering Intern

  • Sep 2011 - Oct 2011

  Development of Testing Software for LED-Light-Systems for Highspeed Crashtest Cameras Development of Testing Software for LED-Light-Systems for Highspeed Crashtest Cameras



German Aerospace Center (DLR)

• Germany
• Research Services
• 700 & Above Employee

• High School Internship

  • May 2009 - May 2009

  Departement for autonomous flight systems Departement for autonomous flight systems