Nisarga Markandaiah

Nisarga Markandaiah

New York, New York, United States
2K followers 500+ connections

Über uns

I am a seasoned engineering manager and I am currently leading the search retrieval team…

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    New York, United States

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    New York City Metropolitan Area

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    New york

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    Greater Pittsburgh Area

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    Greater Pittsburgh Area, USA

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Publications

Patents

Courses

  • Algorithms for Natural Language Processing

    11-711

  • Computational Models of Discourse Analysis

    11-719

  • Entrepreneurship and innovation in technlology

    05-899

  • Information retrieval

    11-741

  • Intelligent Information Systems Project

    11-792

  • Language and statistics

    11-761

  • Maschinelles Lernen

    10-701

  • Machine Learning for Public Policy

    10-830

  • Seminar on Endangered Languages

    11-736

  • Software Engineering I

    11-791

Projects

  • Information Retrieval

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    Text based information system: Design of a search engine by creating inverted indices by lexically analyzing text documents; implemented variations of PageRank algorithm; performed text classification by implementation of a Naïve Bayes classifier & evaluate performance

  • Language and Statistics

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    Language modeling: use of n-gram and maximum entropy methods to create a language model for prediction of a fixed vocabulary of POS tags.

  • Maschinelles Lernen

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    Semi-supervised error correction of OCR: use of machine learning based algorithms and Levenshtein distance between labels , to attempt correction of noisy French historic documents

  • Multithreaded Programming

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    Worked on an "Air traffic control simulation" project to process multiple take off & land requests using multihthreaded approach under the guidance of Dr. A Srinivas
    -Parallelise Guassian Algorithm, using Intel Thread checked and VTunes

  • Open QA

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    Develop an intelligent information system for improvement of a biological NER system.

  • Pattern Recognition

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    Worked on a Pattern Recognition project under the guidance of Dr. Srinath in an attempt to recognise characters in a scanned textual document using the semi supervised neural network approach

  • Research Experience:

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    Currently working in the Informedia research group in the school of computer science, CMU dealing with multimedia event detection and analysis.

  • Speech Based Search engine for the Visually Impaired

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    Worked under Dr. Kavi Mahesh, during my undergraduate education, to build a "Speech Based Search engine for the Visually Impaired" working on paradigms of information retrieval, using Microsoft SDK and pyTTS on a Python platform

Languages

  • Englisch

    Full professional proficiency

  • Kannada

    Native or bilingual proficiency

  • Hindi

    -

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