Chicago, Illinois, United States
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About

Professional with 7.5+ years of industry experience in analytics, business intelligence…

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Experience & Education

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Licenses & Certifications

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Volunteer Experience

  • National Service Scheme Graphic

    Volunteer

    National Service Scheme

    Social Services

    Attended one week camp organised by NSS at Alangayam village in Vellore, Tamil Nadu

  • Student's Life Committee

    Graduate Student Organization , Syracuse University

    - Present 6 years 10 months

    Member of Students Life Committee

Courses

  • Big Data Analytics

    IST 718

  • Business Analytics

    SCM 651

  • Data Administration and Database Management

    IST 659

  • Data Mining

    IST 707

  • Data Warehouse and Business Intelligence

    IST 722

  • Enterprise Risk Management

    IST 625

  • Financial Analytics

    FIN 654

  • Information Technology and Management

    IST 621

  • Intro to Data Science

    IST 687

  • Management for Information Professionals

    IST 614

Projects

  • Big Data Analytics-Interest Rate and Loan Default Prediction

    -

    • Preprocessed 2.2 million records of loan data by imputation, standardization and feature scaling using Pandas and Spark SQL
    ��� Performed exploratory analysis, data visualization, used Lasso and Ridge for feature selection and SMOTE for class imbalance
    • Applied Linear Regression, Random Forest and Decision Tree algorithm to predict interest rate provided with an accuracy of 93%
    • Developed ML model using Logistic Regression in PySpark to identify potential loan default…

    • Preprocessed 2.2 million records of loan data by imputation, standardization and feature scaling using Pandas and Spark SQL
    • Performed exploratory analysis, data visualization, used Lasso and Ridge for feature selection and SMOTE for class imbalance
    • Applied Linear Regression, Random Forest and Decision Tree algorithm to predict interest rate provided with an accuracy of 93%
    • Developed ML model using Logistic Regression in PySpark to identify potential loan default and evaluating using Cross Validation

  • Data Warehouse Project: Data Warehouse implementation for FudgeMart and FudgeFlix

    -

    Background: Fudgemart and Fudgeflix are the subsidiaries of a common parent company named as FudgeMart Inc.

    • Performed end-to-end data warehouse implementation through dimensional modeling from OLTP and OLAP sources
    • Design & build database(s) for financial reporting and analytics by performing data profiling, data staging, designing of SSIS packages for ETL to analyze the shopping behavior and delivery efficiency of the organization
    • Analyzed data for business processes using…

    Background: Fudgemart and Fudgeflix are the subsidiaries of a common parent company named as FudgeMart Inc.

    • Performed end-to-end data warehouse implementation through dimensional modeling from OLTP and OLAP sources
    • Design & build database(s) for financial reporting and analytics by performing data profiling, data staging, designing of SSIS packages for ETL to analyze the shopping behavior and delivery efficiency of the organization
    • Analyzed data for business processes using SSAS to calculate performance indicators and visualized using PowerBI

  • Enterprise Risk Analysis

    -

    • Interviewing the client to assess the structure and operations of the organization and identify the risks associated
    • Categorizing the identified risks quantitatively and qualitatively and developed a likelihood-impact matrix
    • Developing risk management strategies to mitigate identified risks that align with the strategic goals of the organization

  • Data Administration and Database Management-Project Management Application

    -

    Developed Project Management Database application which helps startup companies to streamline their project management process by allocating and managing projects and tasks, scheduling calls with clients.

    Created ER diagram using MS Visio, constructed database, created optimized SQL queries in MS SQL Server and developed forms using MS Access.

  • Data Analytics-Improving Airline Customer Satisfaction

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    Analyzed airline customer data of 1,30,000 customers across 28 parameters to improve Airline Customer Satisfaction. Cleaned and analyzed data, developed business strategies based on data visualization inferences and modeling results.

    Employed modeling techniques like Linear Modeling, Association Rule, Support Vector Machine, Random Forest in R to determine a correlation between major attributes and Customer Satisfaction.

  • MEXICO EMR

    -

    To construct a software prototype for Android portable devices, so they can run an Electronic Medical Record (EMR) system to entry and share information (Medical history) online, while maintaining high security standards for the personal information that can be used. This helps in Improving the Health System in rural and urban areas of Mexico.

Honors & Awards

  • Aon Stars - Diamond Award

    Aon

    Aon Impact Model Behavior Demonstrated - Deliver Business Results

  • Aon Stars - Diamond Award

    Aon

    Aon Impact Award

  • All India Talent Search Examination

    Children's Education Trust,New Delhi,India

    Certificate of Merit

  • Certification of Credit in International Assessment for Mathematics

    University of New South Wales,Australia

Languages

  • English

    -

  • Hindi

    -

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