Markus Näther

- OCR for detection and recognition of text and handwriting - Detection and classification of document elements by structure and appearance - General unique Table Structure Recognition - ICD10 code prediction, using GNNs - Prototype of a hierarchical multi-label classification - Machine learning models optimizations - Prototype of automatic dataset generation tool

Lehrbeauftragter für die Seminare: - "Einführung in das Betriebssystem Linux" - "Grundlagen der Programmiersprache Python"

- Started creating a new, modern, and modularized open dialog and intervention platform which can take advantage of modern NLP and NLU mechanisms in the background and allowing to produce open, out-of-place dialogues. The platform was separated in the backend which takes care about the dialogue management and the frontend which can be an Android app or the web browser itself. - Maintained system using for the creation of interventions on an online platform

Unterschiedlichste Projekte: - Backend um Caffe-Daten und -Jobs zwischen einem Client und einem ausführenden Server zu synchronisieren - Erstellung eines prozeduralen Städtegenerators - Erstellung einer Gui zur Annotation von zu segmentierenden Objekten

Tutorat für die Fächer "Programmierung in C++" und "Algorithmen und Datenstrukturen".

Computer Vision, Computer Graphics