Hello! I'm Indu, a graduate student of Computer Science at University of Southern California.
I completed my undergraduate degree in Information Technology at University of Pune, India. Here's a word-cloud summary of the projects I've worked on.
Feature-Opinion Extraction from Reviews
For any product, identify features talked about in reviews and provide rating for individual features
Generates RDF triples for Twitter hashtags. Links tweets to the Semantic Web.
Homophone Error Detection and correction
Identify incorrect homophones ('loose' vs 'lose') and correct them using a 3 gram model.
Identify Part of Speech and for Named Entity Recognition using Averaged perceptron based classifier.
Naive Bayes Text Classifier
Classifies text as spam/ham or positive/negative with an FScore of 96%
AI Inference Engine
Finds truth value of requested query based on Knowledge Base
and inference Engine.
AI Game Playing Agent (Reversi)
Bot that plays reversi in 3 modes (Greedy, MinMax and AlphaBeta)
A tool which uses web scraping and phantom Js to provide a
consolidated billing summary for SAAS products like AmazonWS and Skype
Solr based Search Engine and Ranking Algorithms
Crawl polar data websites using Nutch and Tika. Search engine displaying results in content based format
(TF-IDF for terms in document)or link based (spatial and temporal links in data or metadata of documents).
Worked in the R&D Internal and Web Applications team to identify and extract user activity patterns for Bloomberg content management
Worked on data acquisition and analysis for research related to mobile apps usage
Integrated new suppliers to a travel search engine. Worked on travel data integration and standardization tool Clarifi 2.0.
CPI: 9.26/10 (3rd rank)