Munich, Bavaria, Germany
Image Processing, Augmented Reality, Computer Vision, Machine Learning, Team Leadership, Project Management
Project lead, design, and development for autonomous driving software: - GPU based creation of scene and agent rasters for motion planning and prediction using ML. - Massively parallel cloud based creation of colored point clouds and top down views. - HD map quality metrics. - Efficient cloud synchronization tools. - Mentoring of junior colleagues.
Co-founder Developer team lead, student supervision Lead software design and development of - Slidematch/Voloom, software for poly-affine image registration, 3D reconstruction, 3D rendering, and analysis of histology images - Zoom, a whole slide image viewer with integrated machine learning for cell detection based on random forests - Anyslide, a cloud pathology image sharing and collaboration platform
Entrepreneur and research fellow Development and commercialization of 3D reconstruction and analysis software for histology
Postdoctoral fellow, team leader of the bronchoscopy group Research, supervision, and teaching Software/algorithm development for medical image processing and analysis (segmentation, registration, classification), computer aided diagnosis and navigation (image-based tracking, Kalman/particle filtering)