About

I apply Natural Language Processing techniques to extract useful information from unstructured data. My CV can be accessed here.

My current project at QUIBIQ GmbH, namely AI4MedCode, involves developing models that assist hospital staff in ICD coding to improve the billing process. We have created biomedical NER and Entity Linking models for German, which can be extended to other low-resource languages.

My previous works involved implementation of Graph Neural Network for the prediction of diseases using medical procedures. Moreover, we have used Graph Neural Network in the link prediction setting to annotate PubMed Abstracts with MeSH Headings. Please refer to the publications for detailed information about the work.