Projects

Here are some projects I have worked on.

Belief perpetuation

A causal analysis of whether personal beliefs towards one marginalized group perpetuate to other marginalized groups.

Paper
Automatic Essay and Grammar Scoring

Developed a biLSTM-based model for grammar and essay scoring. Implemented augmented C&W word embeddings which would treat grammatical errors as informative.

Code
Key Information Guide Network

An abstractive text summarizer model which has a encoder for keyword representation, an only attention-based pointer-generator network to generate summaries, and a value estimator network.

Code
Sarcasm Detection

A neural network and a SVM model predicting if a tweet is sarcastic based on lexical, pragmatic, lexical incongruity and context incongruity features.

Code
Traffic Sign Classification

Implemented a three-layered CNN architecture which would classify a given traffic-sign into one of the 47 traffic-sign categories with 97.75% accuracy on the test dataset.

Code
OSAVA

OSAVA is an Operating Systems Algorithms Visualization app. It visualizes standard versions of the OS algorithms as given in Silberschatz et al. (2012).

Code Paper Video