Pankaj Gupta

Selbstständig, Scientific Staff/PhD Candidate, SIEMENS AG
Munich, Germany

Fähigkeiten und Kenntnisse

Neural Networks
Deep Learning
NLP
Graphical Models
Python programming
C
C++
NLTK
Scikit-learn
Machine learning and data mining
Data structures and algorithms
ABBYY software development framework
RBM
Theano
recurrent neural networks
convolutional neural networks
Boltzmann Machines
Knowledge Graphs
Information Extraction
Slot Filling
GATE
Entity-Relation Extraction
Topic Modeling
Temporal Corpus Analysis
Sequence Modeling
Matlab
Parallel programming

Werdegang

Berufserfahrung von Pankaj Gupta

  • Current 10 years and 7 months, since Nov 2015

    Scientific Staff/PhD Candidate

    SIEMENS AG

    PhD candidate with a research focus on Computational Linguistics. I am particularly interested in Deep Learning methods to challenge Natural Language Processing (NLP) problems. Advised by: Prof. Hinrich Schütze (LMU) and Dr. Bernt Andrassy(Siemens AG, Munich)

  • 1 year and 9 months, Mar 2014 - Nov 2015

    Research Student

    SIEMENS AG

    Machine Learning, NLP, Deep learning, Information retrieval, slot filling, relation classification, Topic Modeling and document/text classification, Document Processing, Auto-segmentation, lexical chains analysis, Document Layout Analysis.

  • 5 months, May 2015 - Sep 2015

    Research Assistant

    TU München

    Research in Domain Adaptation, Transfer learning, Deep learning in Vision and medical domains. Winner (Ranked 1st Worldwide) of Machine Learning sub-Challenge : Prostate Cancer DREAM Challenge: https://www.synapse.org/#!Synapse:syn2813558/wiki/235078 Our Methodology, experiments and results: https://www.synapse.org/#!Synapse:syn3647478/wiki/234331

  • 1 year and 10 months, Dec 2011 - Sep 2013

    Senior Software Engineer

    Aricent Group

    C, Data Structures, Algorithms, Programming, Telecom Network physical and MAC layer Protocols implementations

  • 1 year and 7 months, Jun 2010 - Dec 2011

    Software Engineer

    Wipro Technologies India

    Worked in Telecom domain as C/Java, Unix Developer. Sound knowledge of C, Data Structures, Algorithms, Programming.

  • 1 year and 5 months, Feb 2009 - Jun 2010

    SiliconIndia Campus Ambassador

    www.siliconindia.com

    Organized the AIEPIC-international Level contest and headed all Campus Ambassadors in UP state colleges

  • 2 months, Jul 2009 - Aug 2009

    Research Intern

    Queen's University Belfast

    Queen’s India Welcome Scheme (QIWS) scholarship student, Sited as Indian Future Research Leader by Queen’s University Belfast UK Undergoing Projects •Auto Text Summarization implementing statistical Natural Language Processing Techniques - Supervisor: Prof. Philip Hanna • Evidence Accumulation Evidence - Knowledge and Data Engineering: Supervisor: Prof. David Bell Received PhD offer from ECIT department at Queen's University Belfast UK.

  • 2 months, Jun 2009 - Jul 2009

    Trainee Engineer(Summer Intern)

    Arriys Infosoft Pvt. Ltd

    Worked in the department of R&D at Arriys Infosoft Pvt. Ltd. India as Trainee Engineer

Sprachen

  • English

    C1 (Fließend)

  • German

    A1-A2 (Grundkenntnisse)

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