About Me


Hello! I'm Shabana, Business Analyst with 7+ years of experience and an alumni of University of South Florida, graduated in Business Analytics and Information Systems.

I am specialized in finance and healthcare data with skills in SQL, Python, R, Excel, Power BI, Tableau, AI, and Machine Learning.

I am dedicated to using data analytics & AI/ML to drive business growth and enhance industry operations.

I am focused on delivering actionable insights for improved decision-making.


Education and Experience



  Download My Résume

You can download my résume in PDF format if you would like.

    View and Download

    Achivements and Recommendation

   Recommendation

   Data Science & Analytics Skills

SQL
Python, R
Power BI
Tableau
Advanced Excel

  Python Libraries

Pandas
Numpy
Scikit Learn
TensorFlow
Keras
Matplotlib

  MS in Business Analytics and Information Systems Coursework

Big Data for Business
Advanced Systems Analysis and Design
Data Science Programming
Data Visualization
Enterprise Information Systems Management
Data Warehousing

  • Moffitt Cancer Center

    Business Analyst

    • Utilized SQL, Python, and R to extract, transform, and analyze data from various sources
    • Created interactive dashboards in Power BI and Tableau to provide actionable insights
    • Developed complex Excel models with Power Query and VBA automation for streamlined data processing
    • Leveraged Analytiv Web Player, SSRS, Oracle Analytics, and Spotfire for reporting and visualization needs
    • Collaborated with diverse data sources and toolsite to deliver data-driven solutions and support informed decision-making

  • University of South Florida - Muma College of Business

    Graduate Student

    • Graduated in MS Business Analytics & Information Systems with 3.81 GPA
    • Built an Anti-Money Laundering network analytics model
    • Designed and developed multiple databases, created RS, ERD, EERD
    • Predicted wine quality using classification ML algorithms
    • Created multiple visualizations and dashboards using Tableau and PowerBI

  • Indira Gandhi National Open University

    Masters in Economics

    • Acquired proficiency in Regression Analysis, unraveling complex data relationships.
    • Learned Hypothesis Testing for rigorous data validation and informed decision-making
    • Mastered Time Series Analysis, enabling accurate trend analysis and forecasting
    • Developed expertise in Econometrics

  • Techdata Solutions

    Business Data Analyst

    • Prepared and analyzed various monthly, quarterly and annual reports for operations utilizing the company's systems, including SQL, Excel, Power BI, etc.
    • Collaborated with cross-functional teams for data alignment.
    • Communicated findings through visualizations for informed decisions.

  • The Oriental Insurance Co Ltd

    Data Analyst

    • Analyzed underwriting data to inform business strategies.
    • Leveraged Power BI to modernize existing reporting and data analytics.
    • Developed models for prediction and risk identification.
    • Developed reports using complex formulas and to query the database to generate different types of ad-hoc reports using SSRS, Power BI and Tableau.

Achievements


Idea icon

Idea icon

Idea icon

Idea icon

Portfolio


Take a look at some of my interesting projects.
Hover to view project description, click to view the details.

  • All
  • Blogs
  • Machine Learning
  • Database
  • Tableau
  • Analytics
  • Website
Pier 1

My Blog Articles


Human Centered Artificial Intelligence and workforce displacement case study analysis.

Pier 1

Health Nutrition Physical Activity Dashboard


Used Tableau prep builder to combine, shape, clean and transform data. Linked the data in tableau and created multiple visualizations using Tableau, used filters, parameters, calculated fields, drill down and hierarchy etc.

Pier 1

Anti Money Laundering Network Analytics


Built an AML monitoring model globally consistent, automated monitoring system to identify suspicious activity that triggers investigation proceeded by reporting to authorities specific to strategic markets using Agile methodology.

Pier 1

Database Design and Development


Designed and implemented database for a multi-location Dog Salon providing features such as Booking appointment, Treaments and Invoice Generation also designed database for Hospital and Rental Managanment Agency.
Pier 1

Active Cloud Site


Designed an active cloud website using html, css, JavaScript for nutritional value in food items.

Pier 1

Wine Quality Classification Project


Data Mining algorithms were used to classify the quality of wine: multiclass decision jungle, multiclass logistic regression, multiclass neural network, Multiclass Decision Forest. Conducted descriptive statistics on the quality of wines. Used Permutation Feature Importance to determine what are the most important attributes that decide the quality of the wines