A Master's student in Computer Science at the University of Massachusetts Lowell focusing on Machine Learning/Deep Learning for problems in Computer Vision and Natural language processing. My passion is to build intelligent machines to solve complex problems in Artificial Intelligence. I aspire to combine my Machine Learning research experience and software engineering skills to contribute as a research software engineer.
Aims to leverage the representations learnt by the discriminator network during the adversarial training process and use them to achieve one/few shot learning in supervised CNNs in the task of image classification using MNIST and CIFAR 10/100 datasets. Python, Keras, TensorflowView Project
Clinical concept classification system for medical notes in the 2010 I2B2/VA challenge dataset using Bidirectional LSTM with GloVe word embeddings trained on the MIMIC II dataset. Python, Tensorlfow, KerasView Project
Desktop application that logically aggregates files based on their file extension. It helps to store information regarding file organization in storage media like DVDs, HDDs etc. It reminds the user to backup important documents and photos. It suggests the user to rename vaguely named documents like PDF files, word files etc. Java, JavaFX, SQLiteView Project
A Chainer implementation of a Convolutional Network model for relation classification in the SemEval Task 8 dataset. This model performs Multi-Way Classification of Semantic Relations Between Pairs of Nominals in the SemEval 2010 task 8 dataset.View Project
A repository for performing NER, POS tagging and Chunking using the CoNLL-2003 dataset using a simple window based concatenation of word embeddingView Project