Aditya Bansod

Aditya Bansod

Dallas, Texas, United States
1K followers 500+ connections

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About

Business intelligence professional with 5+ years of experience in interpreting and…

Articles by Aditya

Activity

Experience

  • Amazon Graphic

    Amazon

    Dallas, Texas, United States

  • -

    Dallas/Fort Worth Area

  • -

    Mississauga, Ontario, Canada

  • -

    Mumbai Area, India

Education

  • The University of Texas at Dallas Graphic

    The University of Texas at Dallas

    -

  • -

    Activities and Societies: Administered and planned various events help under Training and placement cell of the university | BitsNBytes | Computer Society of India |

    Courses Taken:
    Data Structures
    Operating System
    Database Management System
    Principles of Programming Languages
    Discrete Structures
    Object Oriented Technology
    Software Engineering
    Computer Networking
    Compiler Design
    Cloud Computing
    Information Storage and Management
    Network and Web Security
    Web Engineering
    Network Management

Licenses & Certifications

Courses

  • Applied Econometrics and Time Series Analysis

    MECO 6312

  • Business Analytics with R

    MIS 6356

  • Business Data Warehousing

    MIS 6309

  • Data Management

    MIS 6326

  • Predictive Marketing with SAS

    BUAN 6337

  • Prescriptive Analytics

    BUAN 6398

  • Quant. Intro. To Risk and Uncertainty

    OPRE 6301

  • Social Media and Business

    MIS 6373

  • Spreadsheet Modeling and Analytics

    OPRE 6332

  • System Analytics and Project Management

    MIS 6308

  • Web Analytics

    MIS 6344

Projects

  • Google Adwords Marketing Campaign

    - Present

    • Creating and running Adwords campaigns for brand awareness of a non-profit organization in the city of Dallas
    • Designing campaigns and AdGroups to increase the traffic and gain CTR

    Other creators

  • Predict Credit card default clients using R, Weka and Tableau

    • Performed data exploration and model creation through R and Weka, found class imbalance problem and high skewness
    • Pre-processed data and reduce skewness by removing outlier and performing transformation
    • Created Artificial neural networks to predict the default payments for one of the banking data set and improved prediction precision by 38%

    Other creators

  • Business Data Warehouse Design using Erwin

    • Designed Sales and Customer services business process for a data warehouse using Erwin data modeler.
    • Used Kimball's method to design the data warehouse architecture. Included snowflake and star schema in the warehouse architecture.

  • Predictive analysis of Customer Churn using R

    • Developed Adaboost model with 62% accuracy and 92% true positive rate, to predict wnether customers will churn or not.
    • Mitigated class imbalance problem using SMOTE in R. Also compared different models like decision trees, random forest, Adaboost and Naive Bayes.

  • Basic Data Loader for Salesforce.com

    • Developed simple data loader, to load data from MS Excel to Salesforcec.com.
    • Used BULK APi and Java SE to load different object's records from excel to Salesforce.com environment.

  • Inc 5000 Magazine’s Dashboard - Tableau 10.0

    -

    • Created various dashboards, reports, and mashups to visualize companies per industry and their revenue generation
    • Provided Data visualization and reporting for better descriptive analytics over different states

Languages

  • English

    Full professional proficiency

  • Hindi

    Native or bilingual proficiency

  • Marathi

    Native or bilingual proficiency

Organizations

  • INFORMS Students chapter at UT Dallas

    -

    - Present

  • Yes Club

    -

    - Present

  • Student Promoting Act of Random Kindness(SPARK)

    -

    - Present

  • Negotiation Club

    Marketing Officer

    -

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