Yves-Noel Weweler

AI based solutions for document classification, separation and self-learning information extraction. Realization of web-based user interfaces for training, configuration, and evaluation of AI services. Commissioning of on-premise solutions at the customer's site. Scalable high-volume AI based cloud services. Self-assessment mechanisms of document extraction quality. Image classification, pixel based segmentation, image rotation correction and rectification. Throughput optimization of solutions for CPU/GPU.

Supervision of students in the modules „Technische Grundlagen der Informatik“, „Projekt Systementwicklung“ and „Computergrafik“. Organization and supervision of electrical experiments, measurements and circuit simulations. Supervision and guidance of undergraduate teams in developing a HTTP/1.1 Webserver and a planetary system simulation using OpenGL, both written in the C programming language.

Design and implementation of a realtime positioning system based on the WhiteRabbit (WR) project and the DecaWave DW1000 Ultra-wideband transceiver. Implementation of a library for trilateration in the C programming language on ARM embedded hardware. Evaluation of the system in realistic indoor and outdoor scenarios.

Security analysis of Epson multifunction printers. Reverse engineering of firmware binaries. Construction of a demonstrator system to demonstrate exploit-ability of found vulnerabilities. Development of an Epson firmware reverse engineering toolkit.

Documentation of the endurance test stand systems for electrical components. Creation of a requirement specification for the later revision of the endurance test stands for electrical components. Development of a library for calculating CRC checksums with Visual Basic Script that can be used in the program DIAdem. Reworking of the PHP floating license system.

Staatlich geprüfter Informationstechnischer Assistent