1 jobs found in raubling

Your area of ​​responsibility Introduction - Motivation & Relevance:  The transition to a modern reporting engine at RAQUEST requires the migration of over 900 PDF templates and their adaptation to a new data model. This task is crucial for the product quality and scalability of the system and also offers a practical research topic at the interface of machine learning, program analysis, and document processing. Project Description:  The goal of this work is to develop an AI-supported process for the largely automated transfer of layout and data path information from the old to the new template format. In addition to the implementation of a prototype migration pipeline, a systematic evaluation of the migration quality and the influence of model and training parameters is planned. Specific Tasks / Work Packages Analysis of old and new template formats as well as the current data model Data collection and processing (sample templates, metadata)...