Some of my Projects
These are some of my academic and personal projects I have worked on. More Projects on my Github
Categorization of Web Pages using text Classification
Implemented a Web Page Categorization system based on the textual content on the page.
Implemented an initial simple baseline system that used a bag of wrods model.
Improved the baseline system by addition of lexical, syntactic and semantic features.
Twitter Sentiment Analysis with Machine Learning Classifiers
Implemented a Tweet Classification System to figure out success rate of movies based on Sentiments from Tweets.
Experimented with three different Machine Learning Classifiers.
Naive Bayes Classifier, Support Vector Machines and Maximum Entropy Classifier.
Artificial Intelligence Based Chess Game
Developed an Artificial Intelligence Chess Game that utilized Depth First Search and all possible moves in a game to play with a human.
The game was programmed in Java and used UC Berkeley's Open Source Artificial Intelligence Libraries (AIMA).