Mohit Gupta

Mohit Gupta

New York, New York, United States
4K followers 500+ connections

About

Loves Computer Science! Former CS Major IIT Varanasi, CS Grad student at Purdue. Some of…

Activity

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Experience

  • Salesforce Graphic

    Salesforce

    New York, New York, United States

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    New York, New York, United States

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Education

  • Purdue University Graphic

    Purdue University

    -

    Research work in Natural Language Processing and Machine Learning.

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    Teaching Assistant - CSO101 (Spring 2015), Research work in Natural Language Processing

Licenses & Certifications

Volunteer Experience

  • Coordinator

    Technex, IIT Varanasi

    - 3 months

    Education

    Co-ordinator of Open Software, the flagship event of Modex at Technex, IIT Varanasi.

Publications

  • Shallow Discourse Parsing with Syntactic and (a Few) Semantic Features

    Proceedings of the Nineteenth Conference on Computational Natural Language Learning: Shared Task , pages 61–65, Beijing, China, July 26-31, 201

    Discourse parsing is a challenging task and is crucial for discourse analysis. In this paper, we focus on labelling argument spans of discourse connectives and sense identification in the CoNLL-2015 shared task setting. We have used syntactic features and have also tried a few semantic features. We employ a pipeline of classifiers, where the best features and parameters were selected for each individual classifier, based on experimental evaluation.

    Other authors
    See publication

Courses

  • AI Meets Sustainability

    CS590AMS

  • Advanced Machine Learning - Causal Inference

    CS590AML

  • Algorithm Design and Analysis

    CS580

  • Artificial Intelligence

    CS-3201

  • Bioinformatics Algorithms

    CS579

  • Compilers and Programming Systems

    CS502

  • Computer Graphics

    CS-3103

  • Computer Networks

    CS536

  • Computer Networks

    CS-3202

  • Data Mining

    CS573

  • Data Structures

    CS-2102

  • Database Systems

    CS-3104

  • Design and Analysis of Algorithms

    CS-2204

  • Discrete Mathematical Structures

    CS-2101

  • Machine Learning for Natural Language Processing

    CS590NLP

  • Natural Language Processing

    CS-4109

  • Numerical Computation

    AM-2200A

  • Operating Systems

    CS-3106

  • Parallel Computing

    CS-4201

  • Shallow Discourse Parsing

    CS590

  • Software Engineering

    CS-3203

  • Statistical Machine Learning

    CS578

Projects

  • Automatic Detection of Causal Relation In Textual Sentences

    - Present

    -Detecting causal relations automatically in English texts is the target of this project.
    -Penn treebank was the raw corpus used. Each sentences were parsed using Stanford Parser.
    -Additional links were added to the parsed output and saved as graph.
    -Frequent subgraph mining(gspan) algorithm used to obtain frequent subgraphs from the graph database.
    -Hadoop streaming API was used along with python as a pre-processing step to sequential cover algorithm.
    Exposure: Python libraries…

    -Detecting causal relations automatically in English texts is the target of this project.
    -Penn treebank was the raw corpus used. Each sentences were parsed using Stanford Parser.
    -Additional links were added to the parsed output and saved as graph.
    -Frequent subgraph mining(gspan) algorithm used to obtain frequent subgraphs from the graph database.
    -Hadoop streaming API was used along with python as a pre-processing step to sequential cover algorithm.
    Exposure: Python libraries such as lxml, nltk, networkx and graph-tool, Hadoop, MapReduce

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  • Captcha Detector.

    Used MATLAB to produce an algorithm for captcha detection. This dealt with using hu’s 7 moments to identify the characters given in the image. It was made as part of MOSAIC (an image processing competition) in Aayam 2012 (organized by Dept of Electronics Engg, IIT-BHU). Among the top 10 finalists of the competition.

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  • Shallow Discourse Parsing

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    Took part in the CONLL 2015 Shared Task. Our short paper got accepted in the final conference held at Beijing, China and was presented in the form of a poster. The final paper can be seen here https://aclweb.org/anthology/K/K15/K15-2009.pdf

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    See project
  • Recognition of alphabets and digits constructed digitally by hand movement tracing

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    -Processing of video so as to recognize the movement of blue object with image acquisition tool in MATLAB.
    -A white curve gets sketched on a black background tracing the path of blue object. User traces a number of characters and finally a word is obtained in the end.
    -SVM classifier is trained with a large set of images of digits and alphabets.
    -The trained SVM is used to predict character from the input images.
    Exposure: Image Processing, MATLAB

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  • Profiling and Management of Linux Clusters

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    Setup and installed a running Hadoop on Mesos cluster on 9 nodes. Developed a MapReduce program for calculating the Degree Centrality of Graph.

Honors & Awards

  • Charpak Scholarship of Excellence

    French Embassy

    Awarded by the French Embassy to pursue a summer research internship at LSCP Lab located at ENS Paris, France.

Test Scores

  • GRE General Test

    Score: 329

    GRE Quantitative Reasoning- 170/170
    GRE Verbal Reasoning - 159/170
    Analytical Writing (AWA) - 4.5/6

  • CGPA, IIT Varanasi

    Score: 9.05/10

    Department of Computer Science and Engineering, IIT Varanasi

Languages

  • Punjabi

    Native or bilingual proficiency

  • English

    Native or bilingual proficiency

Organizations

  • Purdue Graduate Student Board

    Co-Chair, Department of Computer Science

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