Dr. Georg Kuschk
Bis 2020, Head of Machine Learning, Astyx GmbH
München, Deutschland
Werdegang
Berufserfahrung von Georg Kuschk
Bis heute 4 Jahre und 2 Monate, seit Apr. 2020
Senior Engineering Manager Machine Learning
Cruise
Cruise acquired Astyx in April 2020
2 Jahre und 2 Monate, März 2018 - Apr. 2020
Head of Machine Learning
Astyx GmbH
Setup and Leading of Machine Learning Department in Autonomous Driving * Team Lead of Machine Learning Engineers * Mentoring of Engineers and Agile Work Methodology * R&D Deep Learning based 3D Object Detection on Radar and Lidar * R&D Deep Learning based Low-level Sensor Fusion (Radar, Lidar, Camera) * Definition Company AI Research Roadmap * Acquisition and Execution of Funded Research Projects
* Technical Lead Research Cooperations * R&D Deep Learning based Low-level Sensor Fusion
1 Jahr und 9 Monate, Juni 2015 - Feb. 2017
Wissenschaftlicher Mitarbeiter / Promotion
Technische Universität München (TUM)
* Large Scale Dense 3D Stereo Reconstruction using Variational Methods * Real-time Optical Dense SLAM
4 Jahre und 3 Monate, Apr. 2011 - Juni 2015
Wissenschaftlicher Mitarbeiter
DLR - Deutsches Zentrum für Luft- und Raumfahrt
* 3D Reconstruction from Large-scale Aerial and Satellite Imagery * Real-time Crowd Detection from Aerial Imagery * Multi-resolution 3D Model Fusion (Camera- & Radar-based)
2 Jahre und 8 Monate, Sep. 2008 - Apr. 2011
Software Engineer (Research & Development)
metaio GmbH (now Apple)
Research and Development Augmented Reality * Optical 3D Tracking Algorithms and Pose Estimation * Object Recognition * 3D Reconstruction / SLAM
8 Monate, Sep. 2007 - Apr. 2008
Diplomand
BMW
- Real-life tracking and motion estimation of other road users in an autonomous driving environment (BMW prototype) - Fusion of available sensor information (Radar, Lidar, infrared, stereo camera)
Ausbildung von Georg Kuschk
Martin Luther Universität Halle
Sprachen
Deutsch
Muttersprache
Englisch
Fließend