About Me
I am a graduate student in the Donald Bren School of Information and Computer Science at the University of California, Irvine. I will be graduating in the Spring of 2012. After my graduation, I plan to join the industry and get involved in active research.
I am primarily interested in analyzing the vast amount of data available today. My current work is in the area of Machine Learning and Big Data. I believe that there is still a lot of relatively untapped and potentially useful data around us. In the long term, I would like to work with these 'new' data to extract useful information.
Education
- MS in Computer Science, September 2010 - Present
University of California, Irvine - BTech in Computer Engineering, July 2006 - June 2010
Veermata Jijabai Technological Institute (VJTI), Mumbai, India
Research Interests
- Machine Learning
- Information Retrieval
- MapReduce Programming
I am working on my Masters Thesis under Prof. Crista Lopes. I am looking to build large scale Machine Learning libraries using Apache's open source distributed framework.
Projects
| Project | When? | Keywords |
Automatic Recovery of Software Architecture |
Ongoing |
Mahout, Hadoop, Hyracks, Data Intensive Computing, Unsupervised Learning, Dirichlet Clustering |
Sourcerer Analysis Using MapReduce |
Winter 2011 |
Hadoop, MapReduce, Amazon Web Services, Software Metrics, Java Open Source Code |
Music Information Retrieval |
Winter 2011 |
Supervised Learning, Random Forests, Data Mining Contest, International Symposium on Methodologies for Intelligent Systems |
Web Search Engine |
Winter 2011 |
Web Crawling, Indexing, Ranking, TF-IDF, Proximity Search |
Implementation of a Database Management System |
Fall 2010 |
DBMS, C++, Record Manager, B+ Tree Index Structure, Query Processor |
An Intelligent Connect-K Game Playing Agent |
Fall 2010 |
Adversarial Search, C++, Connect-K, Heuristics, Multi-Agent Environments |
Cache Replacement Policies for Location Dependent Databases |
Spring 2010 |
Location Dependent Data, Sequence Mining Algorithms, Cache Optimization, Mobile Units |
Virtual Stock Market |
2009 |
Stock Market Simulation, PHP, JavaScript, Technovanza '09 |
Training and Placement Office Software |
2009 |
Campus Recruitment Solution, Microsoft Student to Business, Web Development |