About
Activity
7K followers
Experience & Education
Licenses & Certifications
Courses
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Algorithms
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Artificial Intelligence
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Artificial Neural Networks
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Cloud Computing
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Compilers
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Computer Networks
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Information Retrieval and Extraction
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Natural Language Processing
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Pattern Recognition
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Principles of Information Security
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Software Engineering
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Projects
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Text Classification
- Present
In this I used a naive bayes based classifier for newsgroup text classification and tried out its various probabilistic variants. After that I used a large corpus of unlabelled documents with some labelled documents and combined EM algorithm with Naive Bayes to improve accuracy. Then used SVM and logistic regression in place of naive bayes. Used Java, Eclipse, R and Mahout,
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Building a scalable search engine.
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Build an index, retrieval and ranking module (using vector space model) on the wikipedia dataset. Used Java, Lucene and Eclipse.
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Neon Code Integration
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Optimized Hardware accelarated WMV codec and integrated neon optimized Software codec in Android. Also measured the resolution that can be supported. Used C++
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Compiler for a subset of C Language
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Build a compiler for a subset of C language as a part of compilers course. Used Flex,Bison and C++.
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TreeBanking Tools Development
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Developed tools like parser, POS tagger, stemmer(POS tagger) required for ongoing treebanking project of LTRC, IIIT-H. Used Python and Java Swing.
Test Scores
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GRE
Score: 320/340
Languages
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English
Full professional proficiency
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Hindi
Full professional proficiency
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Punjabi
Limited working proficiency
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