Senior Deep Learning Inference Software Engineer

• Oct 2018 - Present

* Added support for dynamic shapes and optimization profiles to NVIDIA's TensorRT software * Prepared major parts of the TensorRT code base for automotive safety certification / self-driving cars * Extended the support for pointwise operations in TensorRT by over 65% * Added support for dynamic shapes and optimization profiles to NVIDIA's TensorRT software * Prepared major parts of the TensorRT code base for automotive safety certification / self-driving cars * Extended the support for pointwise operations in TensorRT by over 65%

Quantitative Portfolio Analyst & Software Developer

• Jan 2014 - Oct 2018

Research Scientist

• Feb 2011 - Jan 2014

Research Scientist in Medical Imaging Focus: Medical Image Registration, Multimodal Image Fusion, Oncology Imaging, Nuclear Medicine * Specified and developed algorithms and software prototypes for computer-assisted medical diagnostics (machine learning, image segmentation and registration, numerical methods, optimization) * Assumed product manager role for Mirada's radiotherapy treatment planning software (requirements analysis and specification, scientific validation, test specification, acceptance testing) * Represented the company in the scientific and clinical community, including conferences and trade shows Show less

Research Associate

• Sep 2007 - Dec 2010

Research in Biomedical Image Analysis and Pattern Recognition Focus Areas: Segmentation, Machine Learning, MR Image Analysis, Oncology Imaging, Microscopy Image Analysis * Developed and evaluated a novel statistical model for automated tumor classification in medical images based on unreliable manual annotations * Designed and developed a C++ library for the systematic training, testing, statistical evaluation, and quality assessment of classifiers for computer-assisted tumor diagnostics based on magnetic resonance spectroscopy imaging (MRSI) data * Assumed main responsibility on behalf of the University of Heidelberg for an MRSI analysis work package as part of a multi-centric software development project to build a platform for integrated radiological diagnostics and radiotherapy planning. Show less

Research Associate

• Sep 2007 - Sep 2010