Matching records by linking entities using string and data matching

Create, train and test a CNN for the task of image classification

Implementing white box adversarial attacks on parameters and architecture of CNN in PyTorch

Semantically segmenting images using Fully Convolutional Networks based on VGG-16 network in PyTorch

Reconstructing the 3-D positions of a set of matching points in the images and inferring the camera extrinsic parameters in OpenCV

Wrapper program that extracts data from the course descriptions of UCLA from website

Information extraction using CRF to segment/chunk the course description of UCLA courses

Knowledge Graph of student activities happening around universities in Los Angeles

NER for Twitter data using Viterbi Decoding, CRF and feature engineering in Python

Data viz project using D3.js and Angular.js

This project attempts to annotate and classify Youtube videos taking into account the content of the video and the composition of the text/captions. While youtube flags content inappropriate for yo…

Market basket analysis of finding frequent itemsets using SON algorithm in Spark

Implementation of reservoir sampling to track popular twitter tags and calculate some basic statistics

K-Means clustering on a multi-class and multi-label data set

Classification of human activities like bending, cycling, walking etc.

Colorize an image from grayscale using Convolutional Neural Networks

Active learning, Passive Learning and Monte Carlo Simulations

SNA using Girvan Newmann Algorithm

Kaggle Competition involving a Natural Language Processing task

Finding customer lookalikes using Machine Learning in PySpark

Recommending movies using Collaborative Filtering and Locality Sensitive Hashing in PySpark