Freelancer profile translated to English.
Back to original languageAbout Kai
Computer scientist (M. Sc.) with a focus on computer vision, image processing and machine learning. Other core areas include software architecture, continuous integration and mobile computing, mainly in the languages C, C++(11, 14, 17), Java and Python.
English
Fluent
German
Native or bilingual
Can work on-site
Wiesbaden (up to 50km), Wiesbaden (up to 30km)
Experience
- Kai Wolf - SW ConsultingSoftware ConsultantDIGITAL AND ITJanuary 2018 - Today (8 years and 5 months)Wiesbaden, Germany• Refactoring of a large code base and performance optimization of central algorithms for different hardware platforms and devices• Cross-platform porting of a code base and numerical validation of the AI used• Development of a cross-platform machine learning framework for mobile devices as an SDK for VR/AR applications• Development of a desktop-based software for segmentation and measurement of structures in medical 3D images• Creation of a dependency management system for R&D projects in the automotive environment• Development of a prototype for the detection of inclusions in translucent gemstones using an uncalibrated camera• High-performance, concurrent implementation of signal processing and artificial intelligence algorithms on mobile devices• Mentoring and training of customers in Python and machine learning for text clustering and classification tasks• Consolidation of the SW architecture and the build system for a biomedical software• Modernization of the SW architecture and the build system of a calibration software for a camera system, as well as runtime optimization of the image processing algorithms used
- MVTec Software GmbHVision Algorithms EngineerSOFTWARE PUBLISHINGFebruary 2016 - December 2017 (1 year and 11 months)München, Germany• Development of efficient image processing algorithms including implementation, testing and documentation• Complete porting of the internal build system to CMake• Further development and maintenance of existing algorithms, in particular optimization and parallelization• Cross-platform development for Windows, macOS and Linux as well as embedded devices• Third-level support for complex customer inquiries
- MAS Software GmbHTechnical Project ManagerRESEARCHMarch 2015 - January 2016 (10 months)München, Germany• Research and development of a method for forgery-proof, unique recognition of crackle patterns based on image features and surface structures• Creation and maintenance of an in-house library for reuse in the embedded area• Support of applicant management, as well as training of new employees
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Education
- Bachelor of Science, Media InformaticsHochschule RheinMain2011Titel der Thesis: 3D-Rekonstruktion auf einem Smartphone mittels Photometric Stereo
- Master of Science, Computer ScienceHochschule RheinMain2013Titel der Thesis: Silhouetten-basierte 3D-Rekonstruktion
Certifications
- Expert for HALCONMunich2016
- iSAQBR Certified Professional for Software Architecture, Foundation LevelStuttgart2017