From August 2019 and October 2024, Martin was a doctoral researcher in the Computer Vision group at the Pattern Recognition Lab (PRL) of Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU). During this time, he developed innovative approaches for image segmentation, retrieval, generation, text recognition, and metadata extraction, contributing to multiple research projects. His work also included advanced retrieval models for document analysis and pioneering methods for text generation, imitation (Best Student Paper Award at ICDAR 2021), and recognition (Best Poster Award at ICDAR 2023).

In January 2025, Martin moved to NHR Erlangen, where he specializes in AI-focused high-performance computing solutions, providing training, custom workflows, and user support to researchers across diverse scientific disciplines.