University of Texas at Dallas, Richardson, TX (Aug 2014 – Aug 2016) Masters in Computer Science, GPA: 3.85/4 Coursework: Computer Algorithms, Database Design, Machine Learning, Artificial Intelligence, Information Retrieval, Big Data & Analytics, Web Programming Languages, Semantic Web.
PES Institute of Technology, South Campus, Bangalore, India (Aug 2007 – Jun 2011) Bachelors in Information Science & Engineering, GPA: 3.7/4
Academic Projects
Text Categorization System based on Machine Learning Algorithm (Spring 2015)
Built a Naïve Bayes Text Classification model using Java on the famous 20 news group dataset. Methods such as Smoothing, Stop-words removal, and Stemming increased classification accuracy from 78.3% to 79.45% for test data of over 12,000 text documents.
Machine Learning Project (Spring 2015)
Implemented an ID3 Decision Tree algorithm to handle binary classification tasks using Java. Achieved an accuracy of more than 70% for all test samples.
For detailed project descriptions and source code, visit GitHub.
Awards and Recognitions
2 eBay Spot Awards for extraordinary demonstration of ownership
Hewlett Packard Improvement Award
7 distinction awards in undergraduate studies for excellence in academic performance
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