About Me
I have 6+ years of experience in IT. I am currently pursuing my M.Sc in Data Science. I have recently completed my PG Diploma in Data Science from IIIT Bangalore. I am well versed in the concepts of Data Science ...
You can click the below link to have a look at my work.
https://github.com/SushmaSubburayan
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Skills
Web Development
Others
Data & Analytics
Software Testing
Programming Language
Database
Development Tools
Networking & Security
Positions
Portfolio Projects
Company
CMS Hospital Rating
Description
Healthcare Project:
CMS rates hospitals in the US on a scale of 1-5, to make it easier for patients to compare the quality of services offered by hospitals.Project focuses on developing an approach to calculate hospital ratings and identify areas of improvement for certain hospitals.
Environment:: Python,Jupyter,Tableau,Microsoft Excel
Modeling techniques: Random Forest,Linear Regression,K-Means Clustering,Factor Analysis.
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K-means ClusteringCompany
BT Javeline – EDCA
Description
EDCA is a web based, data driven business critical application which supports multiple OSS products and portfolios which involves the sales and configuration teams placing the customer orders comprising of customer site access device.
Environment:.NET, IIS,Oracle 10g, Business objects Crystal Reports V11.1
Responsibilities: 1.Preparation and execution of test cases and test plan.
2. Analyzing the data and verifying the data quality.
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SQL Manual TestingTools
Toad Excel sheets Oracle 10gCompany
BOL
Description
Buy Online is an online application for provision of the customers to buy the various AMEX gift cards and gift checks & travelers’ checks online.
Environment: Java, J2EE, Oracle
Responsibilities: 1.Design and development of various modules
2. Preparation and execution of test cases, test data and guiding the team.
3. Data driven testing using SQL.
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SQL J2EE Oracle Manual TestingCompany
BT NEO
Description
NEO is one of the systems used in the automation of the service delivery processes like L2C and T2R for the solutions like Ethernet, broadband etc.
Environment: Clarify, Java, J2EE, Oracle
Responsibilities: 1.Leading the testing team.
2. Manual testing and automation of the T2R testing flow using Jameleon.
3. Analyzing the data and verifying the data quality.
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Toad TEST DIRECTOR MS Excel Jameleon SVNCompany
BT GNMS
Description
GNMS is a versatile web-based network management system.
Evironment: Java, J2EE, Oracle
Responsibilities: 1. Preparation and execution of test cases and test plans.
2. Data driven testing using SQL.
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Manual Testing SQL MS OfficeTools
Toad TEST DIRECTORCompany
Movies Assignment
Description
Finding interesting insights into a few movies released between 1916 and 2016, using Python
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Python Data ScienceTools
Jupyter NotebookCompany
Stock Market Analysis Assignment
Description
Stock market analysis of two of India's biggest stock exchanges BSE and NS
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MySQLTools
MySQL workbenchCompany
Investment Case Study
Description
Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively.
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Data Science Python MySQLCompany
Uber Supply-Demand Gap
Description
The aim of analysis is to identify the root cause of the problem (i.e. cancellation and non-availability of cars) and recommend ways to improve the situation.
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Python EDA Data VisualizationTools
Jupyter Notebook TableauCompany
Consumer Finance Company - EDA Case Study
Description
Consumer finance company specialises in lending various types of loans to urban customers. When the company receives a loan application, the company has to make a decision for loan approval based on the applicant’s profile.
The aim is to identify patterns which indicate if a person is likely to default, which may be used for taking actions such as denying the loan, reducing the amount of loan, lending (to risky applicants) at a higher interest rate, etc.
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EDA Python Data Visualization Data ScienceTools
Jupyter Notebook Tableau MS ExcelCompany
Geely Auto Assignment
Description
Chinese automobile company Geely Auto wants to understand the factors on which the pricing of cars depends in the American market
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Jupyter Notebook Tableau MS ExcelCompany
HELP International Assignment
Description
HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities.
The objective is to cluster the countries by the factors mentioned and provide solution and recommendations.
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Data Science EDA Data Visualization Principal Component Analysis - PCA K-means Clustering Predictive Modelling PythonTools
Jupyter Notebook Tableau MS ExcelCompany
Lead Scoring Case Study
Description
An education company named X Education sells online courses to industry professionals. Build a logistic regression model to assign a lead score to each of the leads which can be used by the company to target potential leads.
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EDA Data Science Data Visualization PythonTools
Jupyter Notebook Tableau MS ExcelCompany
Surprise Housing Company Assignment
Description
The US-based housing company named Surprise Housing wants to enter the Australian market.The objective is to model the price of houses with the available independent variables to be used by the management to understand how exactly the prices vary with the variables. So that they can accordingly manipulate the strategy of the firm and concentrate on areas that will yield high returns
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Python EDA Data Visualization Data ScienceTools
Jupyter Notebook MS Excel TableauCompany
Handwritten Digit Recognition Assignment
Description
Develop a model using Support Vector Machine which should correctly classify the handwritten digits from 0-9 based on the pixel values given as features.
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EDA Data Visualization Data Science PythonTools
Jupyter Notebook MS Excel TableauCompany
Telecom Churn - Case Study
Description
In the telecom industry, customers are able to choose from multiple service providers and actively switch from one operator to another. In this highly competitive market, the telecommunications industry experiences an average of 15-25% annual churn rate
The objective is to predict the churn in the last (i.e. the ninth) month using the data (features) from the first three months.
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MS Excel Jupyter Notebook TableauCompany
New York City Taxi & Limousine Commission (TLC) Assignment
Description
The purpose is to get a better understanding of the taxi system so that the city of New York can improve the efficiency of in-city commutes.
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Hive Data IngestionTools
hueCompany
NYC Parking Case Study
Description
New York City is a thriving metropolis. Just like most other metros its size, one of the biggest problems its citizens face is parking. The classic combination of a huge number of cars and cramped geography leads to a huge number of parking tickets.
The purpose of this case study is to conduct an exploratory data analysis that will help you understand the data.
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EDA Apache SparkTools
cloudera sparkCompany
WeCare - Risk Startification Assignment
Description
A care management organisation ,WeCare wants to identify among its diabetic patients, the ones that are at high risk of getting re-admitted to the hospital. They wish to intervene by providing some incentive to these patients that will help them improve their health.The objective is to identify high-risk diabetic patients through risk stratification. This will help the payer to decide what are the right intervention programs for these patients.
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Skills
EDA Data Science Data Visualization PythonTools
Jupyter Notebook MS Excel Tableau