Contact Us
Research Engineer
Faizan E Mustafa works on applied natural language processing (NLP) and LLM-based systems with a focus on scalable AI application development and deployment. He has hands-on experience in healthcare and finance and currently works on finance applications.
Group Involvement, NEC Laboratories Europe
Reliable GenAI Solutions
Research Interests
- Natural Language Processing (NLP)
- AI Application Development and Large Language Model Operations (LLMOps)
- Applications of AI in Finance and Healthcare
Publications
- Juan G. Diaz Ochoa, Faizan E Mustafa. Graph neural network modelling as a potentially effective method for predicting and analyzing procedures based on patients' diagnoses. Artificial Intelligence in Medicine 131, 2022
- Juan G. Diaz Ochoa, Faizan E Mustafa, Felix Weil, Yi Wang, Kudret Kama, Markus Knott. The aluminum standard: using generative Artificial Intelligence tools to synthesize and annotate non-structured patient data. BMC Medical Informatics and Decision Making 24, 2024.
- Faizan E Mustafa, Corina Dima, Juan G. Diaz Ochoa, and Steffen Staab. Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German. In Proceedings of the 6th Clinical Natural Language Processing Workshop, Association for Computational Linguistics, 2024.
- Faizan E Mustafa, Rafika Boutalbi, and Anastasiia Iurshina. Annotating pubmed abstracts with mesh headings using graph neural network. In proceedings of the fourth workshop on insights from negative results in NLP, 2023.
- Faizan E Mustafa. DEExtract: a customizable context-based german vocabulary learning tool. International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT). IEEE, 2023.