A little about myself


Accomplished Big Data / Analytics scientist with 2-3 years’ experience using Big Data tools and frameworks (Hadoop, Map/Reduce) to analyze large, high volume data sets and develop current and predictive models for performance improvement and data-oriented decision making

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Education


Special topics in Big Data
Data Mining
R programming
Cognitive Computing
Data Structures and Algorithms
Current Topics in Data Science
Internet and Higher Layer Protocol
Operating System
Database Management System Desing

Technical Skills


Java 80% Complete (success)
Python 70% Complete
Pig 70% Complete (warning)
Hive 75% Complete
R Programming 70% Complete (success)
Sqoop 90% Complete
MapReduce 80% Complete (success)
Oozie 60% Complete
SQL 90% Complete (warning)
Socket Programming 80% Complete
Spark 40% Complete (warning)
Scala 45% Complete

Projects

  • MS

    Options Advisor

    Cognitive Computing, NJIT

      Wrote a BNF grammar (using yacc/bison) to parse the HTML data obtained from NASDAQ and extracted the option chain sheet. This sheet is then moved into a database for further processing and analysis.

  • MS

    311 New York complaint Resolution System

    Cognitive Computing, NJIT

      Used apriori algorithm to find associations between different complaints of New York city. Used 311 complaint data and after analyzing the data using qlik sense cloud created a hypothesis(on small data file 100MB) and generated extra columns. Validated that hypothesis by applying apriori algorithm on huge data file of 6GB.

  • MS

    R-Tree (Spacial query)

    Cognitive Computing, NJIT

      R-Trees are widely used in various mobile applications and apps. Built and query an R-tree described in the Guttman-1984 paper. We were provided with a data file of 100,000 points (two dimensional points specified as x,y coordinates). Used the Hilbert curve function to build the tree.

  • MS

    Zillow.com

    Data Analytics with R programming, NJIT

      In this project, we develop a specialized R program to crawl, parse and extract price history of houses and associated housing characteristics for a specific city from real estate online platform Zillow (https://www.zillow.com).

  • MS

    Recommendation System

    Data Mining, NJIT

      Using the Apriori algorithm, generated the association rules for transactional databases. By giving the value of Minimum Support and Minimum Confidence we predict the items customer will buy together with support and confidence percentage.

  • MS

    Airline Analytics

    Big Data, NJIT

      Developed a Big Data/Analytics Oozie workflow comprising several coordinated MapReduce jobs to analyze 130 million flight records (over a 22-year period) and compute performance sta- tistics such as on-time arrivals, short taxi-times and reasons for customer dissatisfaction (e.g. cancellation). I further developed a model to predict various airline performance measures to be used to improve airline rat- ings, profitability and customer satisfaction.

  • MS

    High Performance Web and Multimedia Server

    Internet and Higher Layer Protocol, NJIT

      In this project we developed a high performance concurrent web proxy to handle a mix of hypertext and file requests. Our server handled data of 500MB with a memory footprint of 30MB over a set of concurrent connections. In an extension to this project we developed an Internet ‘radio’ which would broadcast audio over lossy (UDP) links. We analyzed packet loss, delay and developed an adaptive model to overcome delays and stream data at near-real-time.

  • DU

    Occupation Growth

    Big Data, Ducat

      Analyzed a series of data sets to arrive at a prudent product mix, product positioning, and marketing strategy that will be applicable for at least a decade to identify the motivators for continuous adult education, occupation poised for growth and decline over the next 10 years, regions that have potential for growth across potential industries, financial capacity of consumers across regions and demographics.

  • NT

    Android Application Development

    Netmax Technologies Pvt. Ltd.

      Developed Android Applications such as Employee Tracking System, Location Based Reminder, Home Automation, etc. Taught courses on Android Application Development to colleagues.

Contact Me


San Jose, CA 95131

669-264-7461