Berlin, Berlin, Germany
• Greatly improved the performance of a key product feature, a camera-based eye-gaze tracking model • Took responsibility for entire development cycle (data collection, annotation, preprocessing, training and evaluation) • Worked as part of an agile Scrum team • Created a system for data annotation that was used by 15+ employees in parallel and processed 50k+ labels per day • Instructed the recording team and set up measurement vehicles for data collection • Planned and executed demos and fieldtests for clients
• Finalized multiple successful concepts for active safety driver assistance systems • Defined requirements for sensors, actors and system architecture • Developed a prototypical system implementation and tested it in simulations and on testing grounds • Planned and executed test vehicle modifications • Organised and executed consumer studies
Topic: „Development of Methods for Inter-Vehicle Object Association for Preventive Safety Systems“ Grade: 1.0 (top grade), results were published as academic paper.(http://ieeexplore.ieee.org/document/6728345/)
• IT project management and maintenance • Software release management • Organization of change control boards