Professional Summary:

Possess one year of IT experience with focus on development of web applications.

Worked on Java/J2EE, JavaScript, Spring, PL/SQL technologies.

Worked on development of backend services to handle business logic for the application.

Academic Experience on creating Hadoop cluster, creating a Machine learning studio workspace in Microsoft Azure.

Worked on implementing Machine learning Regression and classification models in Python using Pandas, Matplotlib, Scipy, Scikit -learn libraries.

Academic Knowledge on Rapid Miner tool for text mining and predictive analysis.

Academic Knowledge on SPSS tool to derive data model and compute regression results based on statistics.

Worked on designing entity diagrams for data sets and wrote queries using Oracle SQL.

Worked on visualization projects on various Data sets using Tableau, Power BI.

Worked on SAS Enterprise Miner tool for building data models to check the significance and to perform analysis on the reports.

Academic Experience on projects using SAS Enterprise Miner.

Good understanding of statistical concepts such as Regressions, Principal Component Analysis, and implementing K-means using Machine learning techniques.

Education:

M.S., Data Science GPA 4.0/4.0 (May 2020)

University of North Texas, Denton

B.E., Computer Science GPA 3.8/4.0 (April 2012)

SVH College of Engineering, India

Technical Skills:

Tools

Rapid Miner, SAS Enterprise Miner, SAS Studio, Tableau, Microsoft Power BI, IBM SPSS.

Databases

MS SQL Server

Programming

Languages and libraries

Java/J2EE, Python, SQL, Pandas, Matplotlib, Scipy, Scikit-learn

Platform

Windows XP/7/10, Linux

Cloud

Azure

Big Data

Hadoop, Hive

Professional Experience:

Worked as Associate Consultant with Callidus Cloud Solutions currently acquired by SAP (2012-2013), Hyderabad, India.

Responsibilities:

Developing Reports using Crystal Report 2008.

Writing SQL Query, Procedure and Functions for Report.

BO Security implementation (report level).

BO publications and Manual publication.

Writing Unit test case and executing UTC.

Unit testing and Integration Testing of the Reports application, detecting bugs and fixing them.

SAP BO Administration creating and managing Users, Groups, Profiles, Scheduling and publishing using the Administration tool Central Management Console.

Academic Projects:

Predicting the life expectancy

The project is to predict the life expectancy which is implemented in IBM SPSS tool to find out the highly correlated independent variables against dependent variables carrying out the multi regression analysis. Also, to determine the quality of the model and to find the best model with highest R square, less error estimations implemented machine learning regression model and CART model in Python programming language using Jupyter notebook.

Analysis and prediction of Housing prices

This project builds up using SAS Enterprise Miner and Excel implementing regression, clustering, neural networks and decision trees to predict the factors affecting the housing prices. Also, comparison of models is done to determine the best model with less error estimations.

Analysis of Student performance in Examinations

The project is to predict the final performance of the students based on the scores and many other factors where EDA, Data analysis implementing various charts and data visualization techniques such as Drill down hierarchy, filtering is implemented using Tableau.

Data Analysis of Best Sellers on Amazon

This project is about learning text mining based on extracting the tweets from Twitter which is implemented using Rapid miner tool.

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