I am a Research Scientist in the Integrated Data Systems Department in Siemens Corporate Research , Princeton, NJ.

Education:
Research

I am interested in the synergy between statistical text analytics and knowledge based reasoning and, particularly, in investigating the use of light-weight semantics in combination with machine learning techniques for scalable and automated information retrieval.

Projects in Siemens

Selected Publications: Phd dissertation
In my PhD dissertation, Automated Semantic Analysis of Schematic Data , I worked on the semantic understanding of template-generated semi-structured and unstructured data sources. By coupling machine learning and domain knowledge I developed highly automated and scalable solutions to this problem. I have applied my dissertation ideas to relevant problems in assistive technologies, mobile devices browsing, Web transactions, and information extraction.

Selected Publications: Complete list of publications. [DBLP entry]

CV [pdf]

Professional Activities:
Work Experience

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Contact Information:

755 College Road East, Princeton, NJ, 08540
(609) 734 3371