I'm a doctoral candidate in the research group headed by Prof. Dr. Sebastian Padó at Institut für Maschinelle Sprachverarbeitung (IMS), Universität Stuttgart. My thesis co-advisor is Dr. Gemma Boleda at Universitat Pompeu Fabra (Barcelona, Spain).
My current research interests fall in the area of Computational Linguistics and my work primarily revolves around Distributional Semantics, Machine Learning and Knowledge Bases.
I am interested in the analysis of the information and semantics captured by distributed representations and how the results of this analysis can be applied to: 1) address linguistic phenomenon in formal semantics, and 2) real-world NLP tasks.
I finished my MS by Research under the guidance of Prof. Rajeev Sangal at IIIT-Hyderabad, India. During my masters, my primary area of interest was Dialogue Systems. I specialized in developing Natural Language Interfaces to Databases (NLIDB systems), which is a sub-domain of Dialogue Systems.
In my free time I'm either travelling or binge-watching sitcoms ( like most PhD students 😛 ) and I'm a total sucker for sci-fi classics, because lets face it - it's all comes true eventually! 😉
Areas of specialization: Machine Learning -- Deep Neural Networks, Sequential models (RNNs, LSTMs, Convolutional Networks) and Regression based modelling, Data Analytics and Statistical data inferencing, Knowledge extraction from structured / unstructured information sources, Distributional Semantics, Computational Linguistics, Natural Language Processing, Question-answering systems.
Additional research interests: Supervised and semi-supervised machine learning techniques, Semantic knowledge representation, (Semi)-Structured knowledge completion, Entity linking and grounding, Data/Text mining and developing end-to-end deep-learning NLP applications.